web + API for omni gen endpoints

this fixes another set of negative margins (#1834 )
margins for video references were costing us money, fixing (#1833 )
2026-11-01 07:15:54 -05:00 · 2026-08-03 16:20:01 -04:00 · 2026-08-02 18:22:04 -04:00 · 2026-08-02 17:29:06 -04:00 · 2026-08-02 17:02:49 -04:00 · 2026-08-02 15:58:08 -04:00
668 changed files with 31159 additions and 6293 deletions
@@ -0,0 +1,245 @@
+{
+  "db_name": "MySQL",
+  "query": "\nSELECT\n  mf.id as `media_file_id: u64`,\n\n  mf.token as `media_file_token: MediaFileToken`,\n  mf.media_class as `media_class: MediaFileClass`,\n  mf.media_type as `media_type: MediaFileType`,\n\n  mf.maybe_batch_token as `maybe_batch_token: BatchGenerationToken`,\n\n  mf.public_bucket_directory_hash,\n  mf.maybe_public_bucket_prefix,\n  mf.maybe_public_bucket_extension,\n\n  cover.public_bucket_directory_hash as `maybe_cover_public_bucket_directory_hash?`,\n  cover.maybe_public_bucket_prefix as `maybe_cover_public_bucket_prefix?`,\n  cover.maybe_public_bucket_extension as `maybe_cover_public_bucket_extension?`,\n\n  mf.creator_set_visibility as `creator_set_visibility: Visibility`,\n  mf.is_user_upload as `is_user_upload: bool`,\n\n  mf.maybe_title,\n  mf.maybe_prompt_token as `maybe_prompt_token: PromptToken`,\n  mf.maybe_origin_filename,\n\n  mf.maybe_duration_millis,\n  mf.maybe_frame_width,\n  mf.maybe_frame_height,\n\n  mf.created_at,\n  mf.updated_at\nFROM media_files mf\nLEFT JOIN media_files cover\n  ON cover.token = mf.maybe_cover_image_media_file_token\nWHERE mf.maybe_creator_user_token = ?\n  AND mf.media_class = ?\n  AND mf.user_deleted_at IS NULL\n  AND mf.mod_deleted_at IS NULL\n  AND NOT mf.is_intermediate_system_file\n  AND NOT EXISTS (\n    SELECT 1\n    FROM folder_media_files fmf\n    JOIN folders f\n      ON f.token = fmf.folder_token\n      AND f.maybe_deleted_at IS NULL\n    WHERE fmf.media_file_token = mf.token\n  )\n  AND mf.id < ?\nORDER BY mf.id DESC\nLIMIT ?\n    ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "media_file_id: u64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "NOT_NULL | PRIMARY_KEY | AUTO_INCREMENT",
+          "char_set": 63,
+          "max_size": 20
+        }
+      },
+      {
+        "ordinal": 1,
+        "name": "media_file_token: MediaFileToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 2,
+        "name": "media_class: MediaFileClass",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 3,
+        "name": "media_type: MediaFileType",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 4,
+        "name": "maybe_batch_token: BatchGenerationToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 5,
+        "name": "public_bucket_directory_hash",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 6,
+        "name": "maybe_public_bucket_prefix",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 7,
+        "name": "maybe_public_bucket_extension",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 8,
+        "name": "maybe_cover_public_bucket_directory_hash?",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 9,
+        "name": "maybe_cover_public_bucket_prefix?",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 10,
+        "name": "maybe_cover_public_bucket_extension?",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 11,
+        "name": "creator_set_visibility: Visibility",
+        "type_info": {
+          "type": "String",
+          "flags": "NOT_NULL | BINARY | ENUM",
+          "char_set": 224,
+          "max_size": 28
+        }
+      },
+      {
+        "ordinal": 12,
+        "name": "is_user_upload: bool",
+        "type_info": {
+          "type": "Tiny",
+          "flags": "NOT_NULL | MULTIPLE_KEY",
+          "char_set": 63,
+          "max_size": 1
+        }
+      },
+      {
+        "ordinal": 13,
+        "name": "maybe_title",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 14,
+        "name": "maybe_prompt_token: PromptToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 15,
+        "name": "maybe_origin_filename",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 16,
+        "name": "maybe_duration_millis",
+        "type_info": {
+          "type": "Long",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 10
+        }
+      },
+      {
+        "ordinal": 17,
+        "name": "maybe_frame_width",
+        "type_info": {
+          "type": "Long",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 5
+        }
+      },
+      {
+        "ordinal": 18,
+        "name": "maybe_frame_height",
+        "type_info": {
+          "type": "Long",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 5
+        }
+      },
+      {
+        "ordinal": 19,
+        "name": "created_at",
+        "type_info": {
+          "type": "Timestamp",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | TIMESTAMP",
+          "char_set": 63,
+          "max_size": 19
+        }
+      },
+      {
+        "ordinal": 20,
+        "name": "updated_at",
+        "type_info": {
+          "type": "Timestamp",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | TIMESTAMP | ON_UPDATE_NOW",
+          "char_set": 63,
+          "max_size": 19
+        }
+      }
+    ],
+    "parameters": {
+      "Right": 4
+    },
+    "nullable": [
+      false,
+      false,
+      false,
+      false,
+      true,
+      false,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      false
+    ]
+  },
+  "hash": "3681e931cc87714d71c95da44d6dd92568ce58aea252164ab3d5f8e96491169c"
+}
@@ -1,6 +1,6 @@
 {
  "db_name": "MySQL",
-  "query": "\nSELECT\n  users.token as `user_token: UserToken`,\n  users.username,\n  users.display_name,\n  users.email_address,\n  users.user_role_slug,\n  users.is_banned,\n  user_roles.can_ban_users\nFROM user_sessions\nINNER JOIN users\n  ON users.token = user_sessions.user_token\nLEFT OUTER JOIN user_roles\n  ON users.user_role_slug = user_roles.slug\nWHERE user_sessions.token = ?\n  AND user_sessions.deleted_at IS NULL\n  AND users.user_deleted_at IS NULL\n  AND users.mod_deleted_at IS NULL\nLIMIT 1\n    ",
+  "query": "\nSELECT\n  users.token as `user_token: UserToken`,\n  users.username,\n  users.display_name,\n  users.email_address,\n  users.user_role_slug,\n  users.is_banned,\n  user_roles.can_ban_users,\n  users.maybe_feature_flags,\n  api_keys.token as `api_key_token: ApiKeyToken`\nFROM api_keys\nINNER JOIN users\n  ON users.token = api_keys.owner_user_token\nLEFT OUTER JOIN user_roles\n  ON users.user_role_slug = user_roles.slug\nWHERE api_keys.api_key = ?\n  AND api_keys.maybe_deleted_at IS NULL\n  AND users.user_deleted_at IS NULL\n  AND users.mod_deleted_at IS NULL\nLIMIT 1\n    ",
  "describe": {
    "columns": [
      {
@@ -72,6 +72,26 @@
          "char_set": 63,
          "max_size": 1
        }
+      },
+      {
+        "ordinal": 7,
+        "name": "maybe_feature_flags",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 8,
+        "name": "api_key_token: ApiKeyToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
      }
    ],
    "parameters": {
@@ -84,8 +104,10 @@
      false,
      false,
      false,
-      true
+      true,
+      true,
+      false
    ]
  },
-  "hash": "c77126adb36f9e2f0248720eb4d8c1cd9d14719f64a02678d8021e26addd2c18"
-}
+  "hash": "62b3e2e058331a6819acd98c634b3bf2d10aa38d43b49ab69fb8637497beec2f"
+}
@@ -0,0 +1,245 @@
+{
+  "db_name": "MySQL",
+  "query": "\nSELECT\n  mf.id as `media_file_id: u64`,\n\n  mf.token as `media_file_token: MediaFileToken`,\n  mf.media_class as `media_class: MediaFileClass`,\n  mf.media_type as `media_type: MediaFileType`,\n\n  mf.maybe_batch_token as `maybe_batch_token: BatchGenerationToken`,\n\n  mf.public_bucket_directory_hash,\n  mf.maybe_public_bucket_prefix,\n  mf.maybe_public_bucket_extension,\n\n  cover.public_bucket_directory_hash as `maybe_cover_public_bucket_directory_hash?`,\n  cover.maybe_public_bucket_prefix as `maybe_cover_public_bucket_prefix?`,\n  cover.maybe_public_bucket_extension as `maybe_cover_public_bucket_extension?`,\n\n  mf.creator_set_visibility as `creator_set_visibility: Visibility`,\n  mf.is_user_upload as `is_user_upload: bool`,\n\n  mf.maybe_title,\n  mf.maybe_prompt_token as `maybe_prompt_token: PromptToken`,\n  mf.maybe_origin_filename,\n\n  mf.maybe_duration_millis,\n  mf.maybe_frame_width,\n  mf.maybe_frame_height,\n\n  mf.created_at,\n  mf.updated_at\nFROM media_files mf\nLEFT JOIN media_files cover\n  ON cover.token = mf.maybe_cover_image_media_file_token\nWHERE mf.maybe_creator_user_token = ?\n  AND mf.user_deleted_at IS NULL\n  AND mf.mod_deleted_at IS NULL\n  AND NOT mf.is_intermediate_system_file\n  AND NOT EXISTS (\n    SELECT 1\n    FROM folder_media_files fmf\n    JOIN folders f\n      ON f.token = fmf.folder_token\n      AND f.maybe_deleted_at IS NULL\n    WHERE fmf.media_file_token = mf.token\n  )\n  AND mf.id < ?\nORDER BY mf.id DESC\nLIMIT ?\n    ",
+  "describe": {
+    "columns": [
+      {
+        "ordinal": 0,
+        "name": "media_file_id: u64",
+        "type_info": {
+          "type": "LongLong",
+          "flags": "NOT_NULL | PRIMARY_KEY | AUTO_INCREMENT",
+          "char_set": 63,
+          "max_size": 20
+        }
+      },
+      {
+        "ordinal": 1,
+        "name": "media_file_token: MediaFileToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 2,
+        "name": "media_class: MediaFileClass",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 3,
+        "name": "media_type: MediaFileType",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 4,
+        "name": "maybe_batch_token: BatchGenerationToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 5,
+        "name": "public_bucket_directory_hash",
+        "type_info": {
+          "type": "VarString",
+          "flags": "NOT_NULL | BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 6,
+        "name": "maybe_public_bucket_prefix",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 7,
+        "name": "maybe_public_bucket_extension",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 8,
+        "name": "maybe_cover_public_bucket_directory_hash?",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY | NO_DEFAULT_VALUE",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 9,
+        "name": "maybe_cover_public_bucket_prefix?",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 10,
+        "name": "maybe_cover_public_bucket_extension?",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 64
+        }
+      },
+      {
+        "ordinal": 11,
+        "name": "creator_set_visibility: Visibility",
+        "type_info": {
+          "type": "String",
+          "flags": "NOT_NULL | BINARY | ENUM",
+          "char_set": 224,
+          "max_size": 28
+        }
+      },
+      {
+        "ordinal": 12,
+        "name": "is_user_upload: bool",
+        "type_info": {
+          "type": "Tiny",
+          "flags": "NOT_NULL | MULTIPLE_KEY",
+          "char_set": 63,
+          "max_size": 1
+        }
+      },
+      {
+        "ordinal": 13,
+        "name": "maybe_title",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 14,
+        "name": "maybe_prompt_token: PromptToken",
+        "type_info": {
+          "type": "VarString",
+          "flags": "MULTIPLE_KEY | BINARY",
+          "char_set": 224,
+          "max_size": 128
+        }
+      },
+      {
+        "ordinal": 15,
+        "name": "maybe_origin_filename",
+        "type_info": {
+          "type": "VarString",
+          "flags": "BINARY",
+          "char_set": 224,
+          "max_size": 1020
+        }
+      },
+      {
+        "ordinal": 16,
+        "name": "maybe_duration_millis",
+        "type_info": {
+          "type": "Long",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 10
+        }
+      },
+      {
+        "ordinal": 17,
+        "name": "maybe_frame_width",
+        "type_info": {
+          "type": "Long",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 5
+        }
+      },
+      {
+        "ordinal": 18,
+        "name": "maybe_frame_height",
+        "type_info": {
+          "type": "Long",
+          "flags": "",
+          "char_set": 63,
+          "max_size": 5
+        }
+      },
+      {
+        "ordinal": 19,
+        "name": "created_at",
+        "type_info": {
+          "type": "Timestamp",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | TIMESTAMP",
+          "char_set": 63,
+          "max_size": 19
+        }
+      },
+      {
+        "ordinal": 20,
+        "name": "updated_at",
+        "type_info": {
+          "type": "Timestamp",
+          "flags": "NOT_NULL | MULTIPLE_KEY | BINARY | TIMESTAMP | ON_UPDATE_NOW",
+          "char_set": 63,
+          "max_size": 19
+        }
+      }
+    ],
+    "parameters": {
+      "Right": 3
+    },
+    "nullable": [
+      false,
+      false,
+      false,
+      false,
+      true,
+      false,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      false,
+      true,
+      true,
+      true,
+      true,
+      true,
+      true,
+      false,
+      false
+    ]
+  },
+  "hash": "6f077c5d35b19319aba4e9f4c59610822334fd304ba9133ba8e099056c426f2a"
+}
@@ -1,6 +1,6 @@
 {
  "db_name": "MySQL",
-  "query": "\nSELECT\n  users.token as `user_token: UserToken`,\n  users.username,\n  users.display_name,\n  users.email_address,\n  users.user_role_slug,\n  users.is_banned,\n  user_roles.can_ban_users,\n  api_keys.token as `api_key_token: ApiKeyToken`\nFROM api_keys\nINNER JOIN users\n  ON users.token = api_keys.owner_user_token\nLEFT OUTER JOIN user_roles\n  ON users.user_role_slug = user_roles.slug\nWHERE api_keys.api_key = ?\n  AND api_keys.maybe_deleted_at IS NULL\n  AND users.user_deleted_at IS NULL\n  AND users.mod_deleted_at IS NULL\nLIMIT 1\n    ",
+  "query": "\nSELECT\n  users.token as `user_token: UserToken`,\n  users.username,\n  users.display_name,\n  users.email_address,\n  users.user_role_slug,\n  users.is_banned,\n  user_roles.can_ban_users,\n  users.maybe_feature_flags\nFROM user_sessions\nINNER JOIN users\n  ON users.token = user_sessions.user_token\nLEFT OUTER JOIN user_roles\n  ON users.user_role_slug = user_roles.slug\nWHERE user_sessions.token = ?\n  AND user_sessions.deleted_at IS NULL\n  AND users.user_deleted_at IS NULL\n  AND users.mod_deleted_at IS NULL\nLIMIT 1\n    ",
  "describe": {
    "columns": [
      {
@@ -75,12 +75,12 @@
      },
      {
        "ordinal": 7,
-        "name": "api_key_token: ApiKeyToken",
+        "name": "maybe_feature_flags",
        "type_info": {
          "type": "VarString",
-          "flags": "NOT_NULL | UNIQUE_KEY | BINARY | NO_DEFAULT_VALUE",
+          "flags": "BINARY",
          "char_set": 224,
-          "max_size": 128
+          "max_size": 1020
        }
      }
    ],
@@ -95,8 +95,8 @@
      false,
      false,
      true,
-      false
+      true
    ]
  },
-  "hash": "9188e235caa439d50628333c2f4722b9f1a8f575c192d4d36a2039709c412ac0"
-}
+  "hash": "cf2794c87868e77dfaa45bdbe630ae276dbb8c2d041442ba465af0b7a6d61af6"
+}
@@ -757,9 +757,9 @@ dependencies = [
 "fal_client",
 "gmicloud_client",
 "grok_api_client",
+ "kinovi_web_client",
 "log",
 "reqwest 0.12.23",
- "seedance2pro_client",
 "serde",
 "serde_derive",
 "serde_json",
@@ -6359,6 +6359,29 @@ dependencies = [
 "unicode-segmentation",
 ]

+[[package]]
+name = "kinovi_web_client"
+version = "0.0.1"
+dependencies = [
+ "chrono",
+ "cloudflare_errors",
+ "env",
+ "env_logger 0.11.9",
+ "errors",
+ "log",
+ "rand 0.9.2",
+ "serde",
+ "serde_derive",
+ "serde_json",
+ "test_data",
+ "test_utils",
+ "tokio",
+ "url",
+ "workspace-build-acceleration",
+ "wreq",
+ "wreq-util",
+]
+
 [[package]]
 name = "kubectl-pod-cleanup"
 version = "0.0.1"
@@ -10519,6 +10542,7 @@ dependencies = [
 "errors",
 "hashing",
 "jobs_common",
+ "kinovi_web_client",
 "log",
 "mysql_queries",
 "pager",
@@ -10526,7 +10550,6 @@ dependencies = [
 "reqwest 0.12.23",
 "rootly_client",
 "rootly_config",
- "seedance2pro_client",
 "serde",
 "serde_derive",
 "serde_json",
@@ -10538,29 +10561,6 @@ dependencies = [
 "workspace-build-acceleration",
 ]

-[[package]]
-name = "seedance2pro_client"
-version = "0.0.1"
-dependencies = [
- "chrono",
- "cloudflare_errors",
- "env",
- "env_logger 0.11.9",
- "errors",
- "log",
- "rand 0.9.2",
- "serde",
- "serde_derive",
- "serde_json",
- "test_data",
- "test_utils",
- "tokio",
- "url",
- "workspace-build-acceleration",
- "wreq",
- "wreq-util",
-]
-
 [[package]]
 name = "selectors"
 version = "0.24.0"
@@ -11632,6 +11632,7 @@ dependencies = [
 "images",
 "infer 0.16.0",
 "jwt_signer",
+ "kinovi_web_client",
 "language-tags",
 "lexical-sort",
 "limitation",
@@ -11663,7 +11664,6 @@ dependencies = [
 "rootly_config",
 "rust-s3",
 "rustls 0.23.36",
- "seedance2pro_client",
 "serde",
 "serde_derive",
 "serde_json",
@@ -11867,8 +11867,8 @@ dependencies = [
 "easyenv",
 "enums",
 "errors",
+ "kinovi_web_client",
 "log",
- "seedance2pro_client",
 "serde_json",
 "tokens",
 "tokio",
@@ -27,7 +27,7 @@ members = [
  "crates/api_clients/openart_client",
  "crates/api_clients/rootly_client",
  "crates/api_clients/runwayml_client",
-  "crates/api_clients/seedance2pro_client",
+  "crates/api_clients/kinovi_web_client",
  "crates/api_clients/thumbnail_generator",
  "crates/api_clients/worldlabs_api_client",
  "crates/api_clients/worldlabs_consumer_client",
@@ -285,7 +285,7 @@ mysql_queries = { path = "crates/schema/database/mysql_queries" }
 pager = { path = "crates/lib/pager" }
 openai_sora_client = { path = "crates/api_clients/openai_sora_client" }
 primitives = { path = "crates/lib/data/primitives" }
-seedance2pro_client = { path = "crates/api_clients/seedance2pro_client" }
+kinovi_web_client = { path = "crates/api_clients/kinovi_web_client" }
 server_environment = { path = "crates/lib/server_environment" }
 sha1_hash = { path = "crates/lib/sha1_hash" }
 shared_service_components = { path = "crates/lib/shared_service_components" }
@@ -28,7 +28,7 @@ Text-to-image is great, but artists *need control*. It's important to know what
 | **3D Image Compositing**          | ![Video](https://github.com/user-attachments/assets/f93a616f-571d-474e-bcc0-53736de7303d) Use images (backdrops, foreground elements, props, etc.) in scenes with depth and blend them naturally together. Just a couple of images usually leads to great compositions. |
 | **2D Image Compositing**          | ![Video](https://github.com/user-attachments/assets/d6f99391-e496-4c62-9e37-29734ba5f899) Use images, background removal, layers, and simple drawing tools to precisely compose a scene.                                                                                |
 | **Image to 3D Mesh**              | ![Video](https://github.com/user-attachments/assets/600a405c-e360-48c1-9b42-6e657ae6243b) It's almost impossible to lay out complicated objects or block complicated scenes; turning images into 3D helps position elements exactingly and intentionally.               |
-| **Character Posing**              | ![Video](https://github.com/user-attachments/assets/52a8e983-7c8f-42d2-be8b-25296ab9ed57) You can dynamically pose your characters to achieve the precise character, scene, and camera blocking before calling "action".                                                |
+| **Character Posing**              | ![Video](https://raw.githubusercontent.com/storytold/github-media/22a27373707b13f48fc56405f1f89ca143c43d5d/character-posing.webp) You can dynamically pose your characters to achieve the precise character, scene, and camera blocking before calling "action".                                                |
 | **Scene Blocking w/ Kit Bashing** | ![Video](https://github.com/user-attachments/assets/eef025ac-0346-4a46-a023-d48e23629eb5) Use 3D asset kits to precisely block out your scene: get the correct angles, object positions, and rich depth layering you can't with text prompting.                         |
 | **Character Identity Transfer**   | ![Video](https://github.com/user-attachments/assets/629119ee-8c76-4a83-9827-8c6c995a3ec1) Use mannequins as simple 3D ControlNets for posing any character.                                                                                                             |
 | **Background Removal**            | ![Video](https://github.com/user-attachments/assets/90c65057-5531-404f-83af-b34e66e24ec1) Remove backgrounds from images to make them useful in 2D or 3D compositing. They can be props, layers, or backdrops.                                                          |
@@ -51,9 +51,9 @@ helpers go in the parent `mod tests` so sub-modules can `use super::*`.

 - `storyteller_web` — main HTTP API monolith (actix-web)
 - `artcraft` (desktop) — Tauri desktop app
- `artcraft_router` — provider routing for image/video generation (Artcraft, Fal, Seedance2Pro, Muapi)
+- `artcraft_router` — provider routing for image/video generation (Artcraft, Fal, KinoviWeb, Muapi)
 - `artcraft_api_defs` — shared HTTP API type definitions
- `seedance2pro_client` — HTTP client for the Kinovi/Seedance2Pro video generation service
+- `kinovi_web_client` — HTTP client for the Kinovi/KinoviWeb video generation service
 - `enums` — database-backed enums stored as VARCHAR fields
 - `tokens` — primary key identifiers with Stripe-like prefixes (e.g. `user_`, `mf_`)
 - `mysql_queries` — SQLx MySQL queries for the backend
@@ -1,6 +1,7 @@
 use serde_derive::{Deserialize, Serialize};
 use utoipa::{IntoParams, ToSchema};

+use enums::by_table::media_files::media_file_class::MediaFileClass;
 use tokens::tokens::folders::FolderToken;
 use tokens::tokens::media_files::MediaFileToken;

@@ -22,6 +23,28 @@ pub struct ListFolderMediaFilesQueryParams {
  pub limit: Option<u32>,
 }

+// ── GET /v1/folders/media_files_without_folder ──
+//
+// NB: `ListMediaFilesWithoutFolderSuccessResponse` and its list item live in
+// `storyteller_web`'s handler because the wire shape embeds
+// `MediaFileCoverImageDetails` and `MediaLinks` constructors that depend
+// on the request's `MediaDomain` + `ServerEnvironment`.
+
+#[derive(Deserialize, ToSchema, IntoParams)]
+pub struct ListMediaFilesWithoutFolderQueryParams {
+  pub cursor: Option<String>,
+  pub limit: Option<u32>,
+
+  /// Optional filter on the coarse media class.
+  ///
+  /// Usage:
+  ///   - `?filter_media_class=image`
+  ///   - `?filter_media_class=video`
+  ///   - `?filter_media_class=mesh`
+  ///   - `?filter_media_class=splat`
+  pub filter_media_class: Option<MediaFileClass>,
+}
+
 // ── PUT /v1/folders/media_files/{folder_token}/bulk_add ──

 #[derive(Deserialize, ToSchema)]
@@ -11,7 +11,7 @@ pub struct OmniGenVideoGenerateResponse {

  /// All job tokens created by this request (including the primary).
  /// For single-job requests this will contain just one element matching
-  /// `inference_job_token`. For batch requests (eg. Seedance2Pro with
+  /// `inference_job_token`. For batch requests (eg. KinoviWeb with
  /// multiple order IDs) this will contain all of them.
  pub all_job_tokens: Vec<InferenceJobToken>,
 }
@@ -22,7 +22,7 @@ artcraft_client.workspace = true
 fal_client.workspace = true
 gmicloud_client.workspace = true
 grok_api_client.workspace = true
-seedance2pro_client.workspace = true
+kinovi_web_client.workspace = true
 tokens.workspace = true
 url_utils.workspace = true
 worldlabs_api_client.workspace = true
@@ -41,6 +41,10 @@ pub enum RouterImageModel {
  Seedream4p5,
  #[serde(rename = "seedream_5_lite")]
  Seedream5Lite,
+  #[serde(rename = "seedream_5p0_pro")]
+  Seedream5p0Pro,
+  #[serde(rename = "seedream_5p0_pro_u")]
+  Seedream5p0ProUltra,
  #[serde(rename = "qwen_edit_2511_angles")]
  QwenEdit2511Angles,
  #[serde(rename = "flux_2_lora_angles")]
@@ -73,4 +77,14 @@ mod tests {
  fn midjourney_8_serializes_to_midjourney_8() {
    assert_round_trip(RouterImageModel::Midjourney8, "midjourney_8");
  }
+
+  #[test]
+  fn seedream_5p0_pro_serializes_to_seedream_5p0_pro() {
+    assert_round_trip(RouterImageModel::Seedream5p0Pro, "seedream_5p0_pro");
+  }
+
+  #[test]
+  fn seedream_5p0_pro_ultra_serializes_to_seedream_5p0_pro_u() {
+    assert_round_trip(RouterImageModel::Seedream5p0ProUltra, "seedream_5p0_pro_u");
+  }
 }
@@ -8,6 +8,6 @@ pub enum RouterProvider {
  Fal,
  GmiCloud,
  GrokApi,
-  Seedance2Pro,
+  KinoviWeb,
  WorldLabs,
 }
@@ -74,6 +74,9 @@ pub enum RouterVideoModel {
  #[serde(rename = "seedance_2p0_bpu_mini")]
  Seedance2p0BytePlusUltraMini,

+  #[serde(rename = "seedance_2p5_preview")]
+  Seedance2p5Preview,
+
  #[serde(rename = "happy_horse_1p0")]
  HappyHorse1p0,

@@ -133,6 +136,11 @@ mod tests {
    assert_serde_round_trip(RouterVideoModel::Seedance2p0BytePlusUltraMini, "seedance_2p0_bpu_mini");
  }

+  #[test]
+  fn seedance_2p5_preview_serializes() {
+    assert_serde_round_trip(RouterVideoModel::Seedance2p5Preview, "seedance_2p5_preview");
+  }
+
  #[test]
  fn veo_3p1_lite_and_vidu_variants_serialize() {
    // NB: These strings must match `CommonVideoModel` — the two enums convert
@@ -7,5 +7,5 @@ pub mod router_client;
 pub mod router_fal_client;
 pub mod router_gmicloud_client;
 pub mod router_grok_api_client;
-pub mod router_seedance2pro_client;
+pub mod router_kinovi_web_client;
 pub mod router_worldlabs_client;
@@ -2,7 +2,7 @@ use crate::client::router_artcraft_client::RouterArtcraftClient;
 use crate::client::router_fal_client::RouterFalClient;
 use crate::client::router_gmicloud_client::RouterGmiCloudClient;
 use crate::client::router_grok_api_client::RouterGrokApiClient;
-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::client::router_worldlabs_client::RouterWorldLabsClient;
 use crate::errors::client_error::{ClientError, ClientType};

@@ -11,7 +11,7 @@ pub struct MultiRouterClient {
  pub(crate) fal_client: Option<RouterFalClient>,
  pub(crate) gmicloud_client: Option<RouterGmiCloudClient>,
  pub(crate) grok_api_client: Option<RouterGrokApiClient>,
-  pub(crate) seedance2pro_client: Option<RouterSeedance2ProClient>,
+  pub(crate) kinovi_web_client: Option<RouterKinoviWebClient>,
  pub(crate) worldlabs_client: Option<RouterWorldLabsClient>,
 }

@@ -36,9 +36,9 @@ impl MultiRouterClient {
      .ok_or(ClientError::ClientNotConfigured(ClientType::GrokApi))
  }

-  pub fn get_seedance2pro_client_ref(&self) -> Result<&RouterSeedance2ProClient, ClientError> {
-    self.seedance2pro_client.as_ref()
-      .ok_or(ClientError::ClientNotConfigured(ClientType::Seedance2Pro))
+  pub fn get_kinovi_web_client_ref(&self) -> Result<&RouterKinoviWebClient, ClientError> {
+    self.kinovi_web_client.as_ref()
+      .ok_or(ClientError::ClientNotConfigured(ClientType::KinoviWeb))
  }

  pub fn get_worldlabs_client_ref(&self) -> Result<&RouterWorldLabsClient, ClientError> {
@@ -3,7 +3,7 @@ use crate::client::router_artcraft_client::RouterArtcraftClient;
 use crate::client::router_fal_client::RouterFalClient;
 use crate::client::router_gmicloud_client::RouterGmiCloudClient;
 use crate::client::router_grok_api_client::RouterGrokApiClient;
-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::client::router_worldlabs_client::RouterWorldLabsClient;

 pub struct MultiRouterClientBuilder {
@@ -11,7 +11,7 @@ pub struct MultiRouterClientBuilder {
  fal_client: Option<RouterFalClient>,
  gmicloud_client: Option<RouterGmiCloudClient>,
  grok_api_client: Option<RouterGrokApiClient>,
-  seedance2pro_client: Option<RouterSeedance2ProClient>,
+  kinovi_web_client: Option<RouterKinoviWebClient>,
  worldlabs_client: Option<RouterWorldLabsClient>,
 }

@@ -22,7 +22,7 @@ impl MultiRouterClientBuilder {
      fal_client: None,
      gmicloud_client: None,
      grok_api_client: None,
-      seedance2pro_client: None,
+      kinovi_web_client: None,
      worldlabs_client: None,
    }
  }
@@ -47,8 +47,8 @@ impl MultiRouterClientBuilder {
    self
  }

-  pub fn set_seedance2pro_client(mut self, client: RouterSeedance2ProClient) -> Self {
-    self.seedance2pro_client = Some(client);
+  pub fn set_kinovi_web_client(mut self, client: RouterKinoviWebClient) -> Self {
+    self.kinovi_web_client = Some(client);
    self
  }

@@ -63,7 +63,7 @@ impl MultiRouterClientBuilder {
      fal_client: self.fal_client,
      gmicloud_client: self.gmicloud_client,
      grok_api_client: self.grok_api_client,
-      seedance2pro_client: self.seedance2pro_client,
+      kinovi_web_client: self.kinovi_web_client,
      worldlabs_client: self.worldlabs_client,
    }
  }
@@ -3,7 +3,7 @@ use crate::client::router_artcraft_client::RouterArtcraftClient;
 use crate::client::router_fal_client::RouterFalClient;
 use crate::client::router_gmicloud_client::RouterGmiCloudClient;
 use crate::client::router_grok_api_client::RouterGrokApiClient;
-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::client::router_worldlabs_client::RouterWorldLabsClient;
 use crate::errors::client_error::{ClientError, ClientType};

@@ -13,7 +13,7 @@ pub enum RouterClient {
  Fal(RouterFalClient),
  GmiCloud(RouterGmiCloudClient),
  GrokApi(RouterGrokApiClient),
-  Seedance2Pro(RouterSeedance2ProClient),
+  KinoviWeb(RouterKinoviWebClient),
  WorldLabs(RouterWorldLabsClient),
 }

@@ -50,11 +50,11 @@ impl RouterClient {
    }
  }

-  pub fn get_seedance2pro_client_ref(&self) -> Result<&RouterSeedance2ProClient, ClientError> {
+  pub fn get_kinovi_web_client_ref(&self) -> Result<&RouterKinoviWebClient, ClientError> {
    match self {
-      RouterClient::Seedance2Pro(client) => Ok(client),
-      RouterClient::Multi(multi) => multi.get_seedance2pro_client_ref(),
-      _ => Err(ClientError::ClientNotConfigured(ClientType::Seedance2Pro)),
+      RouterClient::KinoviWeb(client) => Ok(client),
+      RouterClient::Multi(multi) => multi.get_kinovi_web_client_ref(),
+      _ => Err(ClientError::ClientNotConfigured(ClientType::KinoviWeb)),
    }
  }

@@ -0,0 +1,11 @@
+use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
+
+pub struct RouterKinoviWebClient {
+  pub(crate) session: KinoviWebSession,
+}
+
+impl RouterKinoviWebClient {
+  pub fn new(session: KinoviWebSession) -> Self {
+    RouterKinoviWebClient { session }
+  }
+}
@@ -1,11 +0,0 @@
-use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
-
-pub struct RouterSeedance2ProClient {
-  pub(crate) session: Seedance2ProSession,
-}
-
-impl RouterSeedance2ProClient {
-  pub fn new(session: Seedance2ProSession) -> Self {
-    RouterSeedance2ProClient { session }
-  }
-}
@@ -2,8 +2,8 @@ use crate::errors::client_error::ClientError;
 use crate::errors::download_error::DownloadError;
 use crate::errors::provider_error::ProviderError;
 use fal_client::error::fal_error_plus::FalErrorPlus;
-use seedance2pro_client::error::seedance2pro_error::Seedance2ProError;
-use seedance2pro_client::error::seedance2pro_specific_api_error::Seedance2ProSpecificApiError;
+use kinovi_web_client::error::kinovi_web_error::KinoviWebError;
+use kinovi_web_client::error::kinovi_web_specific_api_error::KinoviWebSpecificApiError;
 use std::error::Error;
 use std::fmt::{Display, Formatter};
 use artcraft_client::error::api_error::ApiError;
@@ -65,7 +65,7 @@ impl From<ProviderError> for ArtcraftRouterError {
  fn from(error: ProviderError) -> Self {
    let is_billing_error = match &error {
      ProviderError::Fal(FalErrorPlus::FalBillingError(_)) => true,
-      ProviderError::Seedance2Pro(Seedance2ProError::ApiSpecific(Seedance2ProSpecificApiError::BillingError { .. })) => true,
+      ProviderError::KinoviWeb(KinoviWebError::ApiSpecific(KinoviWebSpecificApiError::BillingError { .. })) => true,
      ProviderError::Storyteller(StorytellerError::Api(ApiError::PaymentRequired(_))) => true,
      _ => false,
    };
@@ -9,7 +9,7 @@ pub enum ClientType {
  Fal,
  GmiCloud,
  GrokApi,
-  Seedance2Pro,
+  KinoviWeb,
  WorldLabs,
 }

@@ -20,7 +20,7 @@ impl Display for ClientType {
      Self::Fal => write!(f, "Fal"),
      Self::GmiCloud => write!(f, "GmiCloud"),
      Self::GrokApi => write!(f, "GrokApi"),
-      Self::Seedance2Pro => write!(f, "Seedance2Pro"),
+      Self::KinoviWeb => write!(f, "KinoviWeb"),
      Self::WorldLabs => write!(f, "WorldLabs"),
    }
  }
@@ -47,8 +47,8 @@ pub enum ClientError {
  /// Fal only accepts image URLs for image inputs, not media tokens.
  FalOnlySupportsUrls,

-  /// Seedance2Pro only accepts URLs for media inputs, not media tokens.
-  Seedance2ProOnlySupportsUrls,
+  /// KinoviWeb only accepts URLs for media inputs, not media tokens.
+  KinoviWebOnlySupportsUrls,

  /// The Fal endpoint requires a webhook URL but the caller built the client
  /// in polling/queue mode (no webhook URL). Returned by webhook-only
@@ -91,8 +91,8 @@ impl Display for ClientError {
      Self::FalOnlySupportsUrls => {
        write!(f, "Fal only supports image URLs for image inputs, not media tokens")
      }
-      Self::Seedance2ProOnlySupportsUrls => {
-        write!(f, "Seedance2Pro only supports URLs for media inputs; resolve media tokens to URLs before calling this provider")
+      Self::KinoviWebOnlySupportsUrls => {
+        write!(f, "KinoviWeb only supports URLs for media inputs; resolve media tokens to URLs before calling this provider")
      }
      Self::WebhookUrlRequired => {
        write!(f, "This Fal endpoint only supports webhook dispatch; the caller built RouterFalClient in polling-only mode (no webhook URL)")
@@ -4,7 +4,7 @@ use artcraft_client::error::storyteller_error::StorytellerError;
 use fal_client::error::fal_error_plus::FalErrorPlus;
 use gmicloud_client::error::gmicloud_error::GmiCloudError;
 use grok_api_client::error::grok_error::GrokError;
-use seedance2pro_client::error::seedance2pro_error::Seedance2ProError;
+use kinovi_web_client::error::kinovi_web_error::KinoviWebError;
 use worldlabs_api_client::error::world_labs_error::WorldLabsError;

 #[derive(Debug)]
@@ -13,7 +13,7 @@ pub enum ProviderError {
  Fal(FalErrorPlus),
  GmiCloud(GmiCloudError),
  Grok(GrokError),
-  Seedance2Pro(Seedance2ProError),
+  KinoviWeb(KinoviWebError),
  WorldLabs(WorldLabsError),
 }

@@ -26,7 +26,7 @@ impl Display for ProviderError {
      Self::Fal(e) => write!(f, "Fal provider error: {}", e),
      Self::GmiCloud(e) => write!(f, "GmiCloud provider error: {}", e),
      Self::Grok(e) => write!(f, "Grok provider error: {}", e),
-      Self::Seedance2Pro(e) => write!(f, "Seedance2Pro provider error: {}", e),
+      Self::KinoviWeb(e) => write!(f, "KinoviWeb provider error: {}", e),
      Self::WorldLabs(e) => write!(f, "WorldLabs provider error: {}", e),
    }
  }
@@ -56,9 +56,9 @@ impl From<GrokError> for ProviderError {
  }
 }

-impl From<Seedance2ProError> for ProviderError {
-  fn from(error: Seedance2ProError) -> Self {
-    Self::Seedance2Pro(error)
+impl From<KinoviWebError> for ProviderError {
+  fn from(error: KinoviWebError) -> Self {
+    Self::KinoviWeb(error)
  }
 }

@@ -26,8 +26,8 @@ impl AudioGenerationDraftRequest {

  pub fn get_provider(&self) -> RouterProvider {
    match self {
-      Self::KinoviSunoRemix(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviSunoSample(_) => RouterProvider::Seedance2Pro,
+      Self::KinoviSunoRemix(_) => RouterProvider::KinoviWeb,
+      Self::KinoviSunoSample(_) => RouterProvider::KinoviWeb,
    }
  }

@@ -4,7 +4,7 @@ use std::fmt::Debug;
 use tokens::tokens::media_files::MediaFileToken;

 use crate::client::router_client::RouterClient;
-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::client_error::ClientError;

@@ -19,9 +19,9 @@ pub struct AudioGenerationDraftContext<'a> {
 }

 impl <'a> AudioGenerationDraftContext<'a> {
-  pub fn get_seedance2pro_client_ref(&self) -> Result<&RouterSeedance2ProClient, ArtcraftRouterError> {
+  pub fn get_kinovi_web_client_ref(&self) -> Result<&RouterKinoviWebClient, ArtcraftRouterError> {
    let client = self.client.ok_or(ArtcraftRouterError::Client(ClientError::RouterClientNotProvided))?;
-    client.get_seedance2pro_client_ref()
+    client.get_kinovi_web_client_ref()
      .map_err(|err| ArtcraftRouterError::Client(err))
  }
 }
@@ -48,10 +48,10 @@ impl AudioGenerationRequest {
      Self::ArtcraftSunoSample(_) => RouterProvider::Artcraft,
      Self::ArtcraftSeedAudio1p0(_) => RouterProvider::Artcraft,
      Self::FalSeedAudio1p0(_) => RouterProvider::Fal,
-      Self::KinoviSunoMusic(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviSunoRemix(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviSunoSounds(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviSunoSample(_) => RouterProvider::Seedance2Pro,
+      Self::KinoviSunoMusic(_) => RouterProvider::KinoviWeb,
+      Self::KinoviSunoRemix(_) => RouterProvider::KinoviWeb,
+      Self::KinoviSunoSounds(_) => RouterProvider::KinoviWeb,
+      Self::KinoviSunoSample(_) => RouterProvider::KinoviWeb,
    }
  }

@@ -100,19 +100,19 @@ impl AudioGenerationRequest {
        request.send(client_ref).await
      },
      AudioGenerationRequest::KinoviSunoMusic(request) => {
-        let client_ref = client.get_seedance2pro_client_ref()?;
+        let client_ref = client.get_kinovi_web_client_ref()?;
        request.send(client_ref).await
      },
      AudioGenerationRequest::KinoviSunoRemix(request) => {
-        let client_ref = client.get_seedance2pro_client_ref()?;
+        let client_ref = client.get_kinovi_web_client_ref()?;
        request.send(client_ref).await
      },
      AudioGenerationRequest::KinoviSunoSounds(request) => {
-        let client_ref = client.get_seedance2pro_client_ref()?;
+        let client_ref = client.get_kinovi_web_client_ref()?;
        request.send(client_ref).await
      },
      AudioGenerationRequest::KinoviSunoSample(request) => {
-        let client_ref = client.get_seedance2pro_client_ref()?;
+        let client_ref = client.get_kinovi_web_client_ref()?;
        request.send(client_ref).await
      },
    }
@@ -116,10 +116,10 @@ impl GenerateAudioRequestBuilder {
      // Fal
      (RouterProvider::Fal, RouterAudioModel::SeedAudio1p0) => build_fal_seed_audio_1p0(self),
      // Kinovi
-      (RouterProvider::Seedance2Pro, RouterAudioModel::SunoMusic) => build_kinovi_suno_music(self),
-      (RouterProvider::Seedance2Pro, RouterAudioModel::SunoRemix) => build_kinovi_suno_remix(self),
-      (RouterProvider::Seedance2Pro, RouterAudioModel::SunoSounds) => build_kinovi_suno_sounds(self),
-      (RouterProvider::Seedance2Pro, RouterAudioModel::SunoSample) => build_kinovi_suno_sample(self),
+      (RouterProvider::KinoviWeb, RouterAudioModel::SunoMusic) => build_kinovi_suno_music(self),
+      (RouterProvider::KinoviWeb, RouterAudioModel::SunoRemix) => build_kinovi_suno_remix(self),
+      (RouterProvider::KinoviWeb, RouterAudioModel::SunoSounds) => build_kinovi_suno_sounds(self),
+      (RouterProvider::KinoviWeb, RouterAudioModel::SunoSample) => build_kinovi_suno_sample(self),
      _ => self.unsupported_provider_and_model(),
    }
  }
@@ -202,7 +202,7 @@ mod tests {

    #[test]
    fn kinovi_suno_music_dispatches_to_request() {
-      let result = builder(RouterProvider::Seedance2Pro, RouterAudioModel::SunoMusic).build2().expect("build");
+      let result = builder(RouterProvider::KinoviWeb, RouterAudioModel::SunoMusic).build2().expect("build");
      assert!(matches!(
        result,
        AudioGenerationDraftOrRequest::Request(AudioGenerationRequest::KinoviSunoMusic(_))
@@ -211,7 +211,7 @@ mod tests {

    #[test]
    fn kinovi_suno_sounds_dispatches_to_request() {
-      let result = builder(RouterProvider::Seedance2Pro, RouterAudioModel::SunoSounds).build2().expect("build");
+      let result = builder(RouterProvider::KinoviWeb, RouterAudioModel::SunoSounds).build2().expect("build");
      assert!(matches!(
        result,
        AudioGenerationDraftOrRequest::Request(AudioGenerationRequest::KinoviSunoSounds(_))
@@ -220,7 +220,7 @@ mod tests {

    #[test]
    fn kinovi_suno_remix_dispatches_to_draft() {
-      let result = builder_with_audio_ref(RouterProvider::Seedance2Pro, RouterAudioModel::SunoRemix).build2().expect("build");
+      let result = builder_with_audio_ref(RouterProvider::KinoviWeb, RouterAudioModel::SunoRemix).build2().expect("build");
      assert!(matches!(
        result,
        AudioGenerationDraftOrRequest::Draft(AudioGenerationDraftRequest::KinoviSunoRemix(_))
@@ -229,7 +229,7 @@ mod tests {

    #[test]
    fn kinovi_suno_sample_dispatches_to_draft() {
-      let result = builder_with_audio_ref(RouterProvider::Seedance2Pro, RouterAudioModel::SunoSample).build2().expect("build");
+      let result = builder_with_audio_ref(RouterProvider::KinoviWeb, RouterAudioModel::SunoSample).build2().expect("build");
      assert!(matches!(
        result,
        AudioGenerationDraftOrRequest::Draft(AudioGenerationDraftRequest::KinoviSunoSample(_))
@@ -242,7 +242,7 @@ mod tests {

    #[test]
    fn kinovi_seed_audio_1p0_is_unsupported() {
-      let result = builder(RouterProvider::Seedance2Pro, RouterAudioModel::SeedAudio1p0).build2();
+      let result = builder(RouterProvider::KinoviWeb, RouterAudioModel::SeedAudio1p0).build2();
      assert!(matches!(result, Err(ArtcraftRouterError::UnsupportedProviderAndModelForNewApi(_))));
    }

@@ -10,7 +10,7 @@ pub struct ArtcraftAudioResponsePayload {
 }

 #[derive(Clone, Debug)]
-pub struct Seedance2proAudioResponsePayload {
+pub struct KinoviWebAudioResponsePayload {
  pub order_id: String,
  pub task_id: String,
 }
@@ -37,7 +37,7 @@ pub struct FalAudioResponsePayload {
 #[derive(Clone, Debug)]
 pub enum GenerateAudioResponse {
  Artcraft(ArtcraftAudioResponsePayload),
-  Seedance2Pro(Seedance2proAudioResponsePayload),
+  KinoviWeb(KinoviWebAudioResponsePayload),
  Fal(FalAudioResponsePayload),
 }

@@ -49,9 +49,9 @@ impl GenerateAudioResponse {
    }
  }

-  pub fn get_seedance2pro_payload(&self) -> Option<Seedance2proAudioResponsePayload> {
+  pub fn get_kinovi_web_payload(&self) -> Option<KinoviWebAudioResponsePayload> {
    match self {
-      Self::Seedance2Pro(p) => Some(p.clone()),
+      Self::KinoviWeb(p) => Some(p.clone()),
      _ => None,
    }
  }
@@ -5,14 +5,14 @@
 //! draft `finalize()` phase. The upload plumbing is shared with the Kinovi
 //! video provider (`generate_video::providers::kinovi::upload`).

-use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
 use tokens::tokens::media_files::MediaFileToken;

 use crate::api::audio_list_ref::AudioListRef;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::client_error::ClientError;
 use crate::generate::generate_audio::audio_generation_draft_context::AudioGenerationDraftContext;
-use crate::generate::generate_video::providers::kinovi::upload::upload_to_seedance2pro;
+use crate::generate::generate_video::providers::kinovi::upload::upload_to_kinovi_web;

 /// A single unresolved audio reference: either an ArtCraft/public URL or a
 /// media file token that resolves to one via the draft context's map.
@@ -55,7 +55,7 @@ pub(crate) fn require_single_audio_ref(
 /// Resolve a single audio reference to a source URL and re-upload it to the
 /// Kinovi CDN, returning the Kinovi CDN URL.
 pub(crate) async fn resolve_and_upload_audio_ref(
-  session: &Seedance2ProSession,
+  session: &KinoviWebSession,
  audio_ref: &SingleAudioRef,
  draft_context: &AudioGenerationDraftContext<'_>,
 ) -> Result<String, ArtcraftRouterError> {
@@ -71,7 +71,7 @@ pub(crate) async fn resolve_and_upload_audio_ref(
      })?
    }
  };
-  upload_to_seedance2pro(session, &source_url).await
+  upload_to_kinovi_web(session, &source_url).await
 }

 #[cfg(test)]
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_music::GenerateSunoMusicRequest;
+use kinovi_web_client::generate::audio::generate_suno_music::GenerateSunoMusicRequest;

 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::generate::generate_audio::audio_generation_draft_or_request::AudioGenerationDraftOrRequest;
@@ -119,7 +119,7 @@ mod tests {
  fn base_builder() -> GenerateAudioRequestBuilder {
    GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoMusic,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a song about corgis".to_string()),
      style_prompt: Some("sea shanty".to_string()),
      ..Default::default()
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_music::GenerateSunoMusicRequest;
+use kinovi_web_client::generate::audio::generate_suno_music::GenerateSunoMusicRequest;

 use crate::generate::generate_audio::audio_generation_cost_estimate::AudioGenerationCostEstimate;
 use crate::generate::generate_audio::providers::kinovi::suno_music::request::KinoviSunoMusicRequestState;
@@ -13,7 +13,7 @@ impl KinoviSunoMusicCostState {
  }

  pub fn estimate_cost(&self) -> AudioGenerationCostEstimate {
-    // Cost math is owned by seedance2pro_client's binding — the router just
+    // Cost math is owned by kinovi_web_client's binding — the router just
    // forwards the result so router cost ≡ binding cost by construction.
    let pricing_request = GenerateSunoMusicRequest {
      prompt: String::new(),
@@ -54,7 +54,7 @@ mod tests {
  fn cost_from_built_request_is_seven_cents() {
    let builder = GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoMusic,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a song".to_string()),
      ..Default::default()
    };
@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::audio::generate_suno_music::{
+use kinovi_web_client::generate::audio::generate_suno_music::{
  generate_suno_music, GenerateSunoMusicArgs, GenerateSunoMusicRequest,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_audio::generate_audio_response::{
-  GenerateAudioResponse, Seedance2proAudioResponsePayload,
+  GenerateAudioResponse, KinoviWebAudioResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -16,7 +16,7 @@ pub struct KinoviSunoMusicRequestState {
 }

 impl KinoviSunoMusicRequestState {
-  pub async fn send(&self, client: &RouterSeedance2ProClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
+  pub async fn send(&self, client: &RouterKinoviWebClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
    let session = &client.session;

    let args = GenerateSunoMusicArgs {
@@ -27,9 +27,9 @@ impl KinoviSunoMusicRequestState {

    let response = generate_suno_music(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateAudioResponse::Seedance2Pro(Seedance2proAudioResponsePayload {
+    Ok(GenerateAudioResponse::KinoviWeb(KinoviWebAudioResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
    }))
@@ -38,12 +38,12 @@ impl KinoviSunoMusicRequestState {

 #[cfg(test)]
 mod tests {
-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;

  use crate::api::router_audio_model::RouterAudioModel;
  use crate::api::router_provider::RouterProvider;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_audio::audio_generation_draft_or_request::AudioGenerationDraftOrRequest;
  use crate::generate::generate_audio::generate_audio_request_builder::GenerateAudioRequestBuilder;
  use crate::generate::generate_audio::generate_audio_response::GenerateAudioResponse;
@@ -56,7 +56,7 @@ mod tests {
      style_prompt: Some("Sea shanty, folk".to_string()),
      ..suno_music_builder()
    }).await;
-    assert!(matches!(response, GenerateAudioResponse::Seedance2Pro(_)));
+    assert!(matches!(response, GenerateAudioResponse::KinoviWeb(_)));
    assert_eq!(1, 2, "Inspect output above");
  }

@@ -69,7 +69,7 @@ mod tests {
      is_instrumental: Some(true),
      ..suno_music_builder()
    }).await;
-    assert!(matches!(response, GenerateAudioResponse::Seedance2Pro(_)));
+    assert!(matches!(response, GenerateAudioResponse::KinoviWeb(_)));
    assert_eq!(1, 2, "Inspect output above");
  }

@@ -78,20 +78,20 @@ mod tests {
  fn suno_music_builder() -> GenerateAudioRequestBuilder {
    GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoMusic,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      ..Default::default()
    }
  }

-  fn get_seedance2pro_client() -> RouterClient {
+  fn get_kinovi_web_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  async fn run_pipeline(builder: GenerateAudioRequestBuilder) -> GenerateAudioResponse {
-    let client = get_seedance2pro_client();
+    let client = get_kinovi_web_client();

    let draft_or_request = builder.build2().expect("build2 should succeed");
    let request = match draft_or_request {
@@ -102,7 +102,7 @@ mod tests {
    let response = request.send_request(&client).await.expect("send_request should succeed");

    match &response {
-      GenerateAudioResponse::Seedance2Pro(p) => {
+      GenerateAudioResponse::KinoviWeb(p) => {
        println!("task_id={}, order_id={}", p.task_id, p.order_id);
      }
      other => println!("response: {:?}", other),
@@ -168,7 +168,7 @@ mod tests {
  fn base_builder() -> GenerateAudioRequestBuilder {
    GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoRemix,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("make this electronic".to_string()),
      style_prompt: Some("EDM style".to_string()),
      audio_references: Some(AudioListRef::Urls(vec!["https://example.com/a.mp3".to_string()])),
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_remix::{
+use kinovi_web_client::generate::audio::generate_suno_remix::{
  GenerateSunoRemixRequest, KinoviSunoRemixSource,
 };

@@ -20,7 +20,7 @@ impl KinoviSunoRemixCostState {
  }

  pub fn estimate_cost(&self) -> AudioGenerationCostEstimate {
-    // Cost math is owned by seedance2pro_client's binding — the router just
+    // Cost math is owned by kinovi_web_client's binding — the router just
    // forwards the result so router cost ≡ binding cost by construction.
    let pricing_request = GenerateSunoRemixRequest {
      prompt: String::new(),
@@ -63,7 +63,7 @@ mod tests {
  fn cost_from_draft_is_seven_cents() {
    let builder = GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoRemix,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("make this electronic".to_string()),
      audio_references: Some(AudioListRef::Urls(vec!["https://example.com/a.mp3".to_string()])),
      ..Default::default()
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_remix::{
+use kinovi_web_client::generate::audio::generate_suno_remix::{
  GenerateSunoRemixRequest, KinoviSunoRemixSource,
 };

@@ -26,7 +26,7 @@ impl KinoviSunoRemixDraftState {
    &mut self,
    draft_context: &AudioGenerationDraftContext<'_>,
  ) -> Result<KinoviSunoRemixRequestState, ArtcraftRouterError> {
-    let client = draft_context.get_seedance2pro_client_ref()?;
+    let client = draft_context.get_kinovi_web_client_ref()?;
    let session = &client.session;

    let audio_source = self.audio_source.take().ok_or_else(|| {
@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::audio::generate_suno_remix::{
+use kinovi_web_client::generate::audio::generate_suno_remix::{
  generate_suno_remix, GenerateSunoRemixArgs, GenerateSunoRemixRequest,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_audio::generate_audio_response::{
-  GenerateAudioResponse, Seedance2proAudioResponsePayload,
+  GenerateAudioResponse, KinoviWebAudioResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -17,7 +17,7 @@ pub struct KinoviSunoRemixRequestState {
 }

 impl KinoviSunoRemixRequestState {
-  pub async fn send(&self, client: &RouterSeedance2ProClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
+  pub async fn send(&self, client: &RouterKinoviWebClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
    let session = &client.session;

    let args = GenerateSunoRemixArgs {
@@ -28,9 +28,9 @@ impl KinoviSunoRemixRequestState {

    let response = generate_suno_remix(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateAudioResponse::Seedance2Pro(Seedance2proAudioResponsePayload {
+    Ok(GenerateAudioResponse::KinoviWeb(KinoviWebAudioResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
    }))
@@ -39,16 +39,16 @@ impl KinoviSunoRemixRequestState {

 #[cfg(test)]
 mod tests {
-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
-  use seedance2pro_client::requests::prepare_file_upload::prepare_file_upload::{prepare_file_upload, PrepareFileUploadArgs};
-  use seedance2pro_client::requests::upload_file::upload_file::{upload_file, UploadFileArgs};
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
+  use kinovi_web_client::requests::prepare_file_upload::prepare_file_upload::{prepare_file_upload, PrepareFileUploadArgs};
+  use kinovi_web_client::requests::upload_file::upload_file::{upload_file, UploadFileArgs};
  use test_utils::test_file_path::test_file_path;

  use crate::api::audio_list_ref::AudioListRef;
  use crate::api::router_audio_model::RouterAudioModel;
  use crate::api::router_provider::RouterProvider;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_audio::audio_generation_draft_context::AudioGenerationDraftContext;
  use crate::generate::generate_audio::audio_generation_draft_or_request::AudioGenerationDraftOrRequest;
  use crate::generate::generate_audio::generate_audio_request_builder::GenerateAudioRequestBuilder;
@@ -59,13 +59,13 @@ mod tests {
  #[tokio::test]
  #[ignore] // Sends a real generation to Kinovi; costs credits. Requires a local audio file.
  async fn remix_uploaded_audio() {
-    let client = get_seedance2pro_client();
+    let client = get_kinovi_web_client();
    let audio_url = upload_test_audio(&client).await;
    println!("Uploaded audio: {}", audio_url);

    let builder = GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoRemix,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("Make this electronic".to_string()),
      style_prompt: Some("EDM style".to_string()),
      audio_references: Some(AudioListRef::Urls(vec![audio_url])),
@@ -73,17 +73,17 @@ mod tests {
    };

    let response = run_pipeline(&client, builder).await;
-    assert!(matches!(response, GenerateAudioResponse::Seedance2Pro(_)));
+    assert!(matches!(response, GenerateAudioResponse::KinoviWeb(_)));
    assert_eq!(1, 2, "Inspect output above");
  }

  // ── Helpers ──

-  fn get_seedance2pro_client() -> RouterClient {
+  fn get_kinovi_web_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  async fn run_pipeline(client: &RouterClient, builder: GenerateAudioRequestBuilder) -> GenerateAudioResponse {
@@ -102,7 +102,7 @@ mod tests {
    let response = request.send_request(client).await.expect("send_request should succeed");

    match &response {
-      GenerateAudioResponse::Seedance2Pro(p) => {
+      GenerateAudioResponse::KinoviWeb(p) => {
        println!("task_id={}, order_id={}", p.task_id, p.order_id);
      }
      other => println!("response: {:?}", other),
@@ -112,7 +112,7 @@ mod tests {
  }

  async fn upload_test_audio(client: &RouterClient) -> String {
-    let session = &client.get_seedance2pro_client_ref().expect("seedance2pro client").session;
+    let session = &client.get_kinovi_web_client_ref().expect("kinovi_web client").session;

    let audio_path = test_file_path(TEST_AUDIO_PATH).expect("test audio should exist");
    let audio_bytes = std::fs::read(&audio_path).expect("read test audio");
@@ -162,7 +162,7 @@ mod tests {
  fn base_builder() -> GenerateAudioRequestBuilder {
    GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoSample,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("mystical RPG adventure".to_string()),
      style_prompt: Some("fantasy video game".to_string()),
      audio_references: Some(AudioListRef::Urls(vec!["https://example.com/a.aac".to_string()])),
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_sample::GenerateSunoSampleRequest;
+use kinovi_web_client::generate::audio::generate_suno_sample::GenerateSunoSampleRequest;

 use crate::generate::generate_audio::audio_generation_cost_estimate::AudioGenerationCostEstimate;
 use crate::generate::generate_audio::providers::kinovi::suno_sample::draft::KinoviSunoSampleDraftState;
@@ -18,7 +18,7 @@ impl KinoviSunoSampleCostState {
  }

  pub fn estimate_cost(&self) -> AudioGenerationCostEstimate {
-    // Cost math is owned by seedance2pro_client's binding — the router just
+    // Cost math is owned by kinovi_web_client's binding — the router just
    // forwards the result so router cost ≡ binding cost by construction.
    let pricing_request = GenerateSunoSampleRequest {
      prompt: String::new(),
@@ -63,7 +63,7 @@ mod tests {
  fn cost_from_draft_is_seven_cents() {
    let builder = GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoSample,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("mystical RPG adventure".to_string()),
      audio_references: Some(AudioListRef::Urls(vec!["https://example.com/a.aac".to_string()])),
      ..Default::default()
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_sample::GenerateSunoSampleRequest;
+use kinovi_web_client::generate::audio::generate_suno_sample::GenerateSunoSampleRequest;

 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::generate::generate_audio::audio_generation_draft_context::AudioGenerationDraftContext;
@@ -34,7 +34,7 @@ impl KinoviSunoSampleDraftState {
    &mut self,
    draft_context: &AudioGenerationDraftContext<'_>,
  ) -> Result<KinoviSunoSampleRequestState, ArtcraftRouterError> {
-    let client = draft_context.get_seedance2pro_client_ref()?;
+    let client = draft_context.get_kinovi_web_client_ref()?;
    let session = &client.session;

    let audio_source = self.audio_source.take().ok_or_else(|| {
@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::audio::generate_suno_sample::{
+use kinovi_web_client::generate::audio::generate_suno_sample::{
  generate_suno_sample, GenerateSunoSampleArgs, GenerateSunoSampleRequest,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_audio::generate_audio_response::{
-  GenerateAudioResponse, Seedance2proAudioResponsePayload,
+  GenerateAudioResponse, KinoviWebAudioResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -17,7 +17,7 @@ pub struct KinoviSunoSampleRequestState {
 }

 impl KinoviSunoSampleRequestState {
-  pub async fn send(&self, client: &RouterSeedance2ProClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
+  pub async fn send(&self, client: &RouterKinoviWebClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
    let session = &client.session;

    let args = GenerateSunoSampleArgs {
@@ -28,9 +28,9 @@ impl KinoviSunoSampleRequestState {

    let response = generate_suno_sample(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateAudioResponse::Seedance2Pro(Seedance2proAudioResponsePayload {
+    Ok(GenerateAudioResponse::KinoviWeb(KinoviWebAudioResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
    }))
@@ -39,16 +39,16 @@ impl KinoviSunoSampleRequestState {

 #[cfg(test)]
 mod tests {
-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
-  use seedance2pro_client::requests::prepare_file_upload::prepare_file_upload::{prepare_file_upload, PrepareFileUploadArgs};
-  use seedance2pro_client::requests::upload_file::upload_file::{upload_file, UploadFileArgs};
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
+  use kinovi_web_client::requests::prepare_file_upload::prepare_file_upload::{prepare_file_upload, PrepareFileUploadArgs};
+  use kinovi_web_client::requests::upload_file::upload_file::{upload_file, UploadFileArgs};
  use test_utils::test_file_path::test_file_path;

  use crate::api::audio_list_ref::AudioListRef;
  use crate::api::router_audio_model::RouterAudioModel;
  use crate::api::router_provider::RouterProvider;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_audio::audio_generation_draft_context::AudioGenerationDraftContext;
  use crate::generate::generate_audio::audio_generation_draft_or_request::AudioGenerationDraftOrRequest;
  use crate::generate::generate_audio::generate_audio_request_builder::GenerateAudioRequestBuilder;
@@ -59,13 +59,13 @@ mod tests {
  #[tokio::test]
  #[ignore] // Sends a real generation to Kinovi; costs credits. Requires a local audio file.
  async fn sample_instrumental() {
-    let client = get_seedance2pro_client();
+    let client = get_kinovi_web_client();
    let audio_url = upload_test_audio(&client).await;
    println!("Uploaded audio: {}", audio_url);

    let builder = GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoSample,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("Mystical RPG adventure, make it have a grand climax".to_string()),
      style_prompt: Some("Fantasy video game score".to_string()),
      is_instrumental: Some(true),
@@ -74,17 +74,17 @@ mod tests {
    };

    let response = run_pipeline(&client, builder).await;
-    assert!(matches!(response, GenerateAudioResponse::Seedance2Pro(_)));
+    assert!(matches!(response, GenerateAudioResponse::KinoviWeb(_)));
    assert_eq!(1, 2, "Inspect output above");
  }

  // ── Helpers ──

-  fn get_seedance2pro_client() -> RouterClient {
+  fn get_kinovi_web_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  async fn run_pipeline(client: &RouterClient, builder: GenerateAudioRequestBuilder) -> GenerateAudioResponse {
@@ -103,7 +103,7 @@ mod tests {
    let response = request.send_request(client).await.expect("send_request should succeed");

    match &response {
-      GenerateAudioResponse::Seedance2Pro(p) => {
+      GenerateAudioResponse::KinoviWeb(p) => {
        println!("task_id={}, order_id={}", p.task_id, p.order_id);
      }
      other => println!("response: {:?}", other),
@@ -113,7 +113,7 @@ mod tests {
  }

  async fn upload_test_audio(client: &RouterClient) -> String {
-    let session = &client.get_seedance2pro_client_ref().expect("seedance2pro client").session;
+    let session = &client.get_kinovi_web_client_ref().expect("kinovi_web client").session;

    let audio_path = test_file_path(TEST_AUDIO_PATH).expect("test audio should exist");
    let audio_bytes = std::fs::read(&audio_path).expect("read test audio");
@@ -1,5 +1,5 @@
 use enums::common::generation::common_musical_key::CommonMusicalKey;
-use seedance2pro_client::generate::audio::generate_suno_sound::{
+use kinovi_web_client::generate::audio::generate_suno_sound::{
  GenerateSunoSoundRequest, KinoviSunoSoundKey, KinoviSunoSoundType,
 };

@@ -201,7 +201,7 @@ mod tests {
  fn base_builder() -> GenerateAudioRequestBuilder {
    GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoSounds,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("rain sound effects".to_string()),
      ..Default::default()
    }
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::audio::generate_suno_sound::{
+use kinovi_web_client::generate::audio::generate_suno_sound::{
  GenerateSunoSoundRequest, KinoviSunoSoundKey, KinoviSunoSoundType,
 };

@@ -15,7 +15,7 @@ impl KinoviSunoSoundsCostState {
  }

  pub fn estimate_cost(&self) -> AudioGenerationCostEstimate {
-    // Cost math is owned by seedance2pro_client's binding — the router just
+    // Cost math is owned by kinovi_web_client's binding — the router just
    // forwards the result so router cost ≡ binding cost by construction.
    let pricing_request = GenerateSunoSoundRequest {
      prompt: String::new(),
@@ -57,7 +57,7 @@ mod tests {
  fn cost_from_built_request_is_two_cents() {
    let builder = GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoSounds,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("thunder".to_string()),
      is_loopable: Some(true),
      bpm: Some(60),
@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::audio::generate_suno_sound::{
+use kinovi_web_client::generate::audio::generate_suno_sound::{
  generate_suno_sound, GenerateSunoSoundArgs, GenerateSunoSoundRequest,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_audio::generate_audio_response::{
-  GenerateAudioResponse, Seedance2proAudioResponsePayload,
+  GenerateAudioResponse, KinoviWebAudioResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -16,7 +16,7 @@ pub struct KinoviSunoSoundsRequestState {
 }

 impl KinoviSunoSoundsRequestState {
-  pub async fn send(&self, client: &RouterSeedance2ProClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
+  pub async fn send(&self, client: &RouterKinoviWebClient) -> Result<GenerateAudioResponse, ArtcraftRouterError> {
    let session = &client.session;

    let args = GenerateSunoSoundArgs {
@@ -27,9 +27,9 @@ impl KinoviSunoSoundsRequestState {

    let response = generate_suno_sound(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateAudioResponse::Seedance2Pro(Seedance2proAudioResponsePayload {
+    Ok(GenerateAudioResponse::KinoviWeb(KinoviWebAudioResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
    }))
@@ -39,12 +39,12 @@ impl KinoviSunoSoundsRequestState {
 #[cfg(test)]
 mod tests {
  use enums::common::generation::common_musical_key::CommonMusicalKey;
-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;

  use crate::api::router_audio_model::RouterAudioModel;
  use crate::api::router_provider::RouterProvider;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_audio::audio_generation_draft_or_request::AudioGenerationDraftOrRequest;
  use crate::generate::generate_audio::generate_audio_request_builder::GenerateAudioRequestBuilder;
  use crate::generate::generate_audio::generate_audio_response::GenerateAudioResponse;
@@ -56,7 +56,7 @@ mod tests {
      prompt: Some("A heavy castle door creaking open".to_string()),
      ..suno_sounds_builder()
    }).await;
-    assert!(matches!(response, GenerateAudioResponse::Seedance2Pro(_)));
+    assert!(matches!(response, GenerateAudioResponse::KinoviWeb(_)));
    assert_eq!(1, 2, "Inspect output above");
  }

@@ -70,7 +70,7 @@ mod tests {
      musical_key: Some(CommonMusicalKey::AMinor),
      ..suno_sounds_builder()
    }).await;
-    assert!(matches!(response, GenerateAudioResponse::Seedance2Pro(_)));
+    assert!(matches!(response, GenerateAudioResponse::KinoviWeb(_)));
    assert_eq!(1, 2, "Inspect output above");
  }

@@ -79,20 +79,20 @@ mod tests {
  fn suno_sounds_builder() -> GenerateAudioRequestBuilder {
    GenerateAudioRequestBuilder {
      model: RouterAudioModel::SunoSounds,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      ..Default::default()
    }
  }

-  fn get_seedance2pro_client() -> RouterClient {
+  fn get_kinovi_web_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  async fn run_pipeline(builder: GenerateAudioRequestBuilder) -> GenerateAudioResponse {
-    let client = get_seedance2pro_client();
+    let client = get_kinovi_web_client();

    let draft_or_request = builder.build2().expect("build2 should succeed");
    let request = match draft_or_request {
@@ -103,7 +103,7 @@ mod tests {
    let response = request.send_request(&client).await.expect("send_request should succeed");

    match &response {
-      GenerateAudioResponse::Seedance2Pro(p) => {
+      GenerateAudioResponse::KinoviWeb(p) => {
        println!("task_id={}, order_id={}", p.task_id, p.order_id);
      }
      other => println!("response: {:?}", other),
@@ -26,6 +26,8 @@ use crate::generate::generate_image::providers::artcraft::qwen_edit_2511_angles:
 use crate::generate::generate_image::providers::artcraft::seedream_4::build::build_artcraft_seedream_4;
 use crate::generate::generate_image::providers::artcraft::seedream_4p5::build::build_artcraft_seedream_4p5;
 use crate::generate::generate_image::providers::artcraft::seedream_5_lite::build::build_artcraft_seedream_5_lite;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro::build::build_artcraft_seedream_5p0_pro;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro_ultra::build::build_artcraft_seedream_5p0_pro_ultra;
 use crate::generate::generate_image::providers::fal::flux_1_dev::build::build_fal_flux_1_dev;
 use crate::generate::generate_image::providers::fal::flux_1_schnell::build::build_fal_flux_1_schnell;
 use crate::generate::generate_image::providers::fal::flux_2_lora_angles::build::build_fal_flux_2_lora_angles;
@@ -44,6 +46,7 @@ use crate::generate::generate_image::providers::fal::seedream_5_lite::build::bui
 use crate::generate::generate_image::providers::kinovi::midjourney_7::build::build_kinovi_midjourney_7;
 use crate::generate::generate_image::providers::kinovi::midjourney_7_niji::build::build_kinovi_midjourney_7_niji;
 use crate::generate::generate_image::providers::kinovi::midjourney_8::build::build_kinovi_midjourney_8;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::build::build_kinovi_seedream_5p0_pro;

 #[derive(Clone, Debug)]
 pub struct GenerateImageRequestBuilder {
@@ -119,6 +122,8 @@ impl GenerateImageRequestBuilder {
      (RouterProvider::Artcraft, RouterImageModel::Seedream4) => build_artcraft_seedream_4(self),
      (RouterProvider::Artcraft, RouterImageModel::Seedream4p5) => build_artcraft_seedream_4p5(self),
      (RouterProvider::Artcraft, RouterImageModel::Seedream5Lite) => build_artcraft_seedream_5_lite(self),
+      (RouterProvider::Artcraft, RouterImageModel::Seedream5p0Pro) => build_artcraft_seedream_5p0_pro(self),
+      (RouterProvider::Artcraft, RouterImageModel::Seedream5p0ProUltra) => build_artcraft_seedream_5p0_pro_ultra(self),
      (RouterProvider::Artcraft, RouterImageModel::QwenEdit2511Angles) => build_artcraft_qwen_edit_2511_angles(self),
      (RouterProvider::Artcraft, RouterImageModel::Flux2LoraAngles) => build_artcraft_flux_2_lora_angles(self),
      (RouterProvider::Artcraft, RouterImageModel::Midjourney7) => build_artcraft_midjourney_7(self),
@@ -141,10 +146,12 @@ impl GenerateImageRequestBuilder {
      (RouterProvider::Fal, RouterImageModel::QwenEdit2511Angles) => build_fal_qwen_edit_2511_angles(self),
      (RouterProvider::Fal, RouterImageModel::Flux2LoraAngles) => build_fal_flux_2_lora_angles(self),

-      // Kinovi / Seedance2Pro (Midjourney)
-      (RouterProvider::Seedance2Pro, RouterImageModel::Midjourney7) => build_kinovi_midjourney_7(self),
-      (RouterProvider::Seedance2Pro, RouterImageModel::Midjourney7Niji) => build_kinovi_midjourney_7_niji(self),
-      (RouterProvider::Seedance2Pro, RouterImageModel::Midjourney8) => build_kinovi_midjourney_8(self),
+      // Kinovi / KinoviWeb (Midjourney + Seedream)
+      (RouterProvider::KinoviWeb, RouterImageModel::Midjourney7) => build_kinovi_midjourney_7(self),
+      (RouterProvider::KinoviWeb, RouterImageModel::Midjourney7Niji) => build_kinovi_midjourney_7_niji(self),
+      (RouterProvider::KinoviWeb, RouterImageModel::Midjourney8) => build_kinovi_midjourney_8(self),
+      (RouterProvider::KinoviWeb, RouterImageModel::Seedream5p0Pro) => build_kinovi_seedream_5p0_pro(self),
+      (RouterProvider::KinoviWeb, RouterImageModel::Seedream5p0ProUltra) => build_kinovi_seedream_5p0_pro(self),

      _ => self.unsupported_provider_and_model(),
    }
@@ -25,11 +25,11 @@ pub struct FalImageResponsePayload {
  pub maybe_outbound_request: Option<Arc<dyn Debug + Send + Sync>>,
 }

-/// Response from the Seedance2Pro/Kinovi provider (used for Midjourney
-/// image generation). Mirrors `Seedance2proVideoResponsePayload` on the
+/// Response from the KinoviWeb/Kinovi provider (used for Midjourney
+/// image generation). Mirrors `KinoviWebVideoResponsePayload` on the
 /// video side.
 #[derive(Clone, Debug)]
-pub struct Seedance2proImageResponsePayload {
+pub struct KinoviWebImageResponsePayload {
  pub order_id: String,
  pub task_id: String,
  pub maybe_order_ids: Option<Vec<String>>,
@@ -40,7 +40,7 @@ pub struct Seedance2proImageResponsePayload {
 pub enum GenerateImageResponse {
  Artcraft(ArtcraftImageResponsePayload),
  Fal(FalImageResponsePayload),
-  Seedance2Pro(Seedance2proImageResponsePayload),
+  KinoviWeb(KinoviWebImageResponsePayload),
 }

 impl GenerateImageResponse {
@@ -58,9 +58,9 @@ impl GenerateImageResponse {
    }
  }

-  pub fn get_seedance2pro_payload(&self) -> Option<Seedance2proImageResponsePayload> {
+  pub fn get_kinovi_web_payload(&self) -> Option<KinoviWebImageResponsePayload> {
    match self {
-      Self::Seedance2Pro(p) => Some(p.clone()),
+      Self::KinoviWeb(p) => Some(p.clone()),
      _ => None,
    }
  }
@@ -9,27 +9,31 @@ use crate::generate::generate_image::providers::kinovi::midjourney_7_niji::cost:
 use crate::generate::generate_image::providers::kinovi::midjourney_7_niji::draft::KinoviMidjourney7NijiDraftState;
 use crate::generate::generate_image::providers::kinovi::midjourney_8::cost::KinoviMidjourney8CostState;
 use crate::generate::generate_image::providers::kinovi::midjourney_8::draft::KinoviMidjourney8DraftState;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::cost::KinoviSeedream5p0ProCostState;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::draft::KinoviSeedream5p0ProDraftState;

 /// Wrapper for all image generation draft requests.
 ///
 /// Drafts hold validated/planned parameters but may still need media
 /// resolution (e.g. uploading local files to a provider) before they can
-/// be sent. Today only Kinovi/Midjourney needs this — when the caller
-/// supplies reference images, we must upload them to the Seedance2Pro
+/// be sent. Today only the Kinovi models need this — when the caller
+/// supplies reference images, we must upload them to the KinoviWeb
 /// CDN before sending the request.
 #[derive(Clone, Debug)]
 pub enum ImageGenerationDraftRequest {
  KinoviMidjourney7(KinoviMidjourney7DraftState),
  KinoviMidjourney7Niji(KinoviMidjourney7NijiDraftState),
  KinoviMidjourney8(KinoviMidjourney8DraftState),
+  KinoviSeedream5p0Pro(KinoviSeedream5p0ProDraftState),
 }

 impl ImageGenerationDraftRequest {
  pub fn get_provider(&self) -> RouterProvider {
    match self {
-      Self::KinoviMidjourney7(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviMidjourney7Niji(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviMidjourney8(_) => RouterProvider::Seedance2Pro,
+      Self::KinoviMidjourney7(_) => RouterProvider::KinoviWeb,
+      Self::KinoviMidjourney7Niji(_) => RouterProvider::KinoviWeb,
+      Self::KinoviMidjourney8(_) => RouterProvider::KinoviWeb,
+      Self::KinoviSeedream5p0Pro(_) => RouterProvider::KinoviWeb,
    }
  }

@@ -38,6 +42,7 @@ impl ImageGenerationDraftRequest {
      Self::KinoviMidjourney7(draft) => Ok(KinoviMidjourney7CostState::from_draft(draft).estimate_cost()),
      Self::KinoviMidjourney7Niji(draft) => Ok(KinoviMidjourney7NijiCostState::from_draft(draft).estimate_cost()),
      Self::KinoviMidjourney8(draft) => Ok(KinoviMidjourney8CostState::from_draft(draft).estimate_cost()),
+      Self::KinoviSeedream5p0Pro(draft) => Ok(KinoviSeedream5p0ProCostState::from_draft(draft).estimate_cost()),
    }
  }

@@ -55,6 +60,10 @@ impl ImageGenerationDraftRequest {
        let result = draft.to_request(&draft_context).await?;
        Ok(ImageGenerationRequest::KinoviMidjourney8(result))
      }
+      Self::KinoviSeedream5p0Pro(mut draft) => {
+        let result = draft.to_request(&draft_context).await?;
+        Ok(ImageGenerationRequest::KinoviSeedream5p0Pro(result))
+      }
    }
  }
 }
@@ -4,21 +4,21 @@ use std::fmt::Debug;
 use tokens::tokens::media_files::MediaFileToken;

 use crate::client::router_client::RouterClient;
-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::client_error::ClientError;

 /// Context passed when finalizing an image draft into a concrete request.
 ///
 /// Drafts only exist for providers that need to upload assets before
-/// sending the request. Today that's the Seedance2Pro/Kinovi pipeline
+/// sending the request. Today that's the KinoviWeb/Kinovi pipeline
 /// (used for Midjourney image generation with reference images); other
 /// providers — Artcraft, Fal — accept image URLs directly and skip the
 /// draft phase entirely.
 #[derive(Clone, Default)]
 pub struct ImageGenerationDraftContext<'a> {
  /// Optional: the router client, needed for providers that require
-  /// authenticated calls (e.g. Seedance2Pro/Kinovi uploads).
+  /// authenticated calls (e.g. KinoviWeb/Kinovi uploads).
  pub client: Option<&'a RouterClient>,

  /// Optional: a map of Media File Tokens to their ArtCraft URLs.
@@ -29,9 +29,9 @@ pub struct ImageGenerationDraftContext<'a> {
 }

 impl<'a> ImageGenerationDraftContext<'a> {
-  pub fn get_seedance2pro_client_ref(&self) -> Result<&RouterSeedance2ProClient, ArtcraftRouterError> {
+  pub fn get_kinovi_web_client_ref(&self) -> Result<&RouterKinoviWebClient, ArtcraftRouterError> {
    let client = self.client.ok_or(ArtcraftRouterError::Client(ClientError::RouterClientNotProvided))?;
-    client.get_seedance2pro_client_ref()
+    client.get_kinovi_web_client_ref()
      .map_err(ArtcraftRouterError::Client)
  }
 }
@@ -39,6 +39,10 @@ use crate::generate::generate_image::providers::artcraft::seedream_4p5::cost::Ar
 use crate::generate::generate_image::providers::artcraft::seedream_4p5::request::ArtcraftSeedream4p5RequestState;
 use crate::generate::generate_image::providers::artcraft::seedream_5_lite::cost::ArtcraftSeedream5LiteCostState;
 use crate::generate::generate_image::providers::artcraft::seedream_5_lite::request::ArtcraftSeedream5LiteRequestState;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro::cost::ArtcraftSeedream5p0ProCostState;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro::request::ArtcraftSeedream5p0ProRequestState;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro_ultra::cost::ArtcraftSeedream5p0ProUltraCostState;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro_ultra::request::ArtcraftSeedream5p0ProUltraRequestState;
 use crate::generate::generate_image::providers::fal::flux_1_dev::cost::FalFlux1DevCostState;
 use crate::generate::generate_image::providers::fal::flux_1_dev::request::FalFlux1DevRequestState;
 use crate::generate::generate_image::providers::fal::flux_1_schnell::cost::FalFlux1SchnellCostState;
@@ -75,6 +79,8 @@ use crate::generate::generate_image::providers::kinovi::midjourney_7_niji::cost:
 use crate::generate::generate_image::providers::kinovi::midjourney_7_niji::request::KinoviMidjourney7NijiRequestState;
 use crate::generate::generate_image::providers::kinovi::midjourney_8::cost::KinoviMidjourney8CostState;
 use crate::generate::generate_image::providers::kinovi::midjourney_8::request::KinoviMidjourney8RequestState;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::cost::KinoviSeedream5p0ProCostState;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::request::KinoviSeedream5p0ProRequestState;

 #[derive(Clone, Debug)]
 pub enum ImageGenerationRequest {
@@ -92,6 +98,8 @@ pub enum ImageGenerationRequest {
  ArtcraftSeedream4(ArtcraftSeedream4RequestState),
  ArtcraftSeedream4p5(ArtcraftSeedream4p5RequestState),
  ArtcraftSeedream5Lite(ArtcraftSeedream5LiteRequestState),
+  ArtcraftSeedream5p0Pro(ArtcraftSeedream5p0ProRequestState),
+  ArtcraftSeedream5p0ProUltra(ArtcraftSeedream5p0ProUltraRequestState),
  ArtcraftQwenEdit2511Angles(ArtcraftQwenEdit2511AnglesRequestState),
  ArtcraftFlux2LoraAngles(ArtcraftFlux2LoraAnglesRequestState),
  ArtcraftMidjourney7(ArtcraftMidjourney7RequestState),
@@ -115,10 +123,11 @@ pub enum ImageGenerationRequest {
  FalQwenEdit2511Angles(FalQwenEdit2511AnglesRequestState),
  FalFlux2LoraAngles(FalFlux2LoraAnglesRequestState),

-  // ── Kinovi / Seedance2Pro provider (Midjourney image generation) ──
+  // ── Kinovi / KinoviWeb provider (Midjourney + Seedream image generation) ──
  KinoviMidjourney7(KinoviMidjourney7RequestState),
  KinoviMidjourney7Niji(KinoviMidjourney7NijiRequestState),
  KinoviMidjourney8(KinoviMidjourney8RequestState),
+  KinoviSeedream5p0Pro(KinoviSeedream5p0ProRequestState),
 }

 impl ImageGenerationRequest {
@@ -137,6 +146,8 @@ impl ImageGenerationRequest {
      Self::ArtcraftSeedream4(_) => RouterProvider::Artcraft,
      Self::ArtcraftSeedream4p5(_) => RouterProvider::Artcraft,
      Self::ArtcraftSeedream5Lite(_) => RouterProvider::Artcraft,
+      Self::ArtcraftSeedream5p0Pro(_) => RouterProvider::Artcraft,
+      Self::ArtcraftSeedream5p0ProUltra(_) => RouterProvider::Artcraft,
      Self::ArtcraftQwenEdit2511Angles(_) => RouterProvider::Artcraft,
      Self::ArtcraftFlux2LoraAngles(_) => RouterProvider::Artcraft,
      Self::ArtcraftMidjourney7(_) => RouterProvider::Artcraft,
@@ -159,9 +170,10 @@ impl ImageGenerationRequest {
      Self::FalQwenEdit2511Angles(_) => RouterProvider::Fal,
      Self::FalFlux2LoraAngles(_) => RouterProvider::Fal,

-      Self::KinoviMidjourney7(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviMidjourney7Niji(_) => RouterProvider::Seedance2Pro,
-      Self::KinoviMidjourney8(_) => RouterProvider::Seedance2Pro,
+      Self::KinoviMidjourney7(_) => RouterProvider::KinoviWeb,
+      Self::KinoviMidjourney7Niji(_) => RouterProvider::KinoviWeb,
+      Self::KinoviMidjourney8(_) => RouterProvider::KinoviWeb,
+      Self::KinoviSeedream5p0Pro(_) => RouterProvider::KinoviWeb,
    }
  }

@@ -207,6 +219,12 @@ impl ImageGenerationRequest {
      Self::ArtcraftSeedream5Lite(request) => {
        Ok(ArtcraftSeedream5LiteCostState::from_request(request).estimate_cost())
      }
+      Self::ArtcraftSeedream5p0Pro(request) => {
+        Ok(ArtcraftSeedream5p0ProCostState::from_request(request).estimate_cost())
+      }
+      Self::ArtcraftSeedream5p0ProUltra(request) => {
+        Ok(ArtcraftSeedream5p0ProUltraCostState::from_request(request).estimate_cost())
+      }
      Self::ArtcraftQwenEdit2511Angles(request) => {
        Ok(ArtcraftQwenEdit2511AnglesCostState::from_request(request).estimate_cost())
      }
@@ -243,6 +261,7 @@ impl ImageGenerationRequest {
      Self::KinoviMidjourney7(request) => Ok(KinoviMidjourney7CostState::from_request(request).estimate_cost()),
      Self::KinoviMidjourney7Niji(request) => Ok(KinoviMidjourney7NijiCostState::from_request(request).estimate_cost()),
      Self::KinoviMidjourney8(request) => Ok(KinoviMidjourney8CostState::from_request(request).estimate_cost()),
+      Self::KinoviSeedream5p0Pro(request) => Ok(KinoviSeedream5p0ProCostState::from_request(request).estimate_cost()),
    }
  }

@@ -301,6 +320,14 @@ impl ImageGenerationRequest {
        let artcraft_client = client.get_artcraft_client_ref()?;
        request.send(artcraft_client).await
      }
+      Self::ArtcraftSeedream5p0Pro(request) => {
+        let artcraft_client = client.get_artcraft_client_ref()?;
+        request.send(artcraft_client).await
+      }
+      Self::ArtcraftSeedream5p0ProUltra(request) => {
+        let artcraft_client = client.get_artcraft_client_ref()?;
+        request.send(artcraft_client).await
+      }
      Self::ArtcraftQwenEdit2511Angles(request) => {
        let artcraft_client = client.get_artcraft_client_ref()?;
        request.send(artcraft_client).await
@@ -389,19 +416,24 @@ impl ImageGenerationRequest {
        request.send(fal_client).await
      }

-      // ── Kinovi / Seedance2Pro (Midjourney) ──
+      // ── Kinovi / KinoviWeb (Midjourney + Seedream) ──
      Self::KinoviMidjourney7(request) => {
-        let seedance_client = client.get_seedance2pro_client_ref()
+        let seedance_client = client.get_kinovi_web_client_ref()
          .map_err(ArtcraftRouterError::Client)?;
        request.send(seedance_client).await
      }
      Self::KinoviMidjourney7Niji(request) => {
-        let seedance_client = client.get_seedance2pro_client_ref()
+        let seedance_client = client.get_kinovi_web_client_ref()
          .map_err(ArtcraftRouterError::Client)?;
        request.send(seedance_client).await
      }
      Self::KinoviMidjourney8(request) => {
-        let seedance_client = client.get_seedance2pro_client_ref()
+        let seedance_client = client.get_kinovi_web_client_ref()
+          .map_err(ArtcraftRouterError::Client)?;
+        request.send(seedance_client).await
+      }
+      Self::KinoviSeedream5p0Pro(request) => {
+        let seedance_client = client.get_kinovi_web_client_ref()
          .map_err(ArtcraftRouterError::Client)?;
        request.send(seedance_client).await
      }
@@ -2,8 +2,7 @@ use crate::generate::generate_image::image_generation_cost_estimate::ImageGenera
 use crate::generate::generate_image::providers::artcraft::flux_2_lora_angles::request::ArtcraftFlux2LoraAnglesRequestState;

 /// Cost state for Artcraft Flux 2 LoRA Angles. Pricing mirrors v1
-/// (`estimate_image_cost_artcraft_flux_2_lora_angles`): 4¢ per output image
-/// (Artcraft markup over Fal's 2¢/image base rate).
+/// (`estimate_image_cost_artcraft_flux_2_lora_angles`): 4¢ per output image.
 #[derive(Clone, Debug)]
 pub struct ArtcraftFlux2LoraAnglesCostState {
  pub num_images: u16,
@@ -19,3 +19,5 @@ pub(crate) mod request_common;
 pub mod seedream_4;
 pub mod seedream_4p5;
 pub mod seedream_5_lite;
+pub mod seedream_5p0_pro;
+pub mod seedream_5p0_pro_ultra;
@@ -16,7 +16,9 @@ impl ArtcraftQwenEdit2511AnglesCostState {
  }

  pub fn estimate_cost(&self) -> ImageGenerationCostEstimate {
-    let cost_in_usd_cents = 4u64 * self.num_images as u64;
+    // 4.6¢ per output image (held in hundredths of a cent, rounded up to
+    // whole cents across the batch).
+    let cost_in_usd_cents = (460u64 * self.num_images as u64).div_ceil(100);
    ImageGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
      cost_in_usd_cents: Some(cost_in_usd_cents),
@@ -59,14 +61,14 @@ mod tests {
  }

  #[test]
-  fn one_image_costs_4_cents() { assert_eq!(cost_cents(1), 4); }
+  fn one_image_costs_5_cents() { assert_eq!(cost_cents(1), 5); }

  #[test]
-  fn two_images_costs_8_cents() { assert_eq!(cost_cents(2), 8); }
+  fn two_images_costs_10_cents() { assert_eq!(cost_cents(2), 10); }

  #[test]
-  fn three_images_costs_12_cents() { assert_eq!(cost_cents(3), 12); }
+  fn three_images_costs_14_cents() { assert_eq!(cost_cents(3), 14); }

  #[test]
-  fn four_images_costs_16_cents() { assert_eq!(cost_cents(4), 16); }
+  fn four_images_costs_19_cents() { assert_eq!(cost_cents(4), 19); }
 }
@@ -0,0 +1,17 @@
+use enums::common::generation::common_image_model::CommonImageModel as CommonImageModelEnum;
+
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
+use crate::generate::generate_image::image_generation_draft_or_request::ImageGenerationDraftOrRequest;
+use crate::generate::generate_image::image_generation_request::ImageGenerationRequest;
+use crate::generate::generate_image::providers::artcraft::build_common::build_artcraft_omni_image_request;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro::request::ArtcraftSeedream5p0ProRequestState;
+
+pub fn build_artcraft_seedream_5p0_pro(
+  builder: GenerateImageRequestBuilder,
+) -> Result<ImageGenerationDraftOrRequest, ArtcraftRouterError> {
+  let request = build_artcraft_omni_image_request(builder, CommonImageModelEnum::Seedream5p0Pro)?;
+  Ok(ImageGenerationDraftOrRequest::Request(
+    ImageGenerationRequest::ArtcraftSeedream5p0Pro(ArtcraftSeedream5p0ProRequestState { request }),
+  ))
+}
@@ -0,0 +1,187 @@
+use enums::common::generation::common_resolution::CommonResolution as CommonResolutionEnum;
+
+use crate::generate::generate_image::image_generation_cost_estimate::ImageGenerationCostEstimate;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro::request::ArtcraftSeedream5p0ProRequestState;
+
+/// Customer-facing price per image at 1k resolution (the default), in USD cents.
+const USD_CENTS_PER_IMAGE_1K: u64 = 7;
+
+/// Customer-facing price per image at 2k resolution, in USD cents.
+const USD_CENTS_PER_IMAGE_2K: u64 = 12;
+
+/// Cost state for Artcraft Seedream 5.0 Pro. Pricing is per image and
+/// resolution-dependent:
+///
+///   1K (default) → 7¢, 2K → 12¢. 3K/4K fall back to 2K pricing; 0.5K and
+///   legacy video resolutions (480p/720p/1080p) fall back to 1K.
+#[derive(Clone, Debug)]
+pub struct ArtcraftSeedream5p0ProCostState {
+  pub resolution: Option<CommonResolutionEnum>,
+  pub num_images: u16,
+}
+
+impl ArtcraftSeedream5p0ProCostState {
+  pub fn from_request(request: &ArtcraftSeedream5p0ProRequestState) -> Self {
+    Self {
+      resolution: request.request.resolution,
+      num_images: request.request.image_batch_count.unwrap_or(1),
+    }
+  }
+
+  pub fn estimate_cost(&self) -> ImageGenerationCostEstimate {
+    let cost_per_image: u64 = cost_per_image_in_cents(self.resolution);
+    let cost_in_usd_cents = cost_per_image * self.num_images as u64;
+    ImageGenerationCostEstimate {
+      cost_in_credits: Some(cost_in_usd_cents),
+      cost_in_usd_cents: Some(cost_in_usd_cents),
+      is_free: false,
+      is_unlimited: false,
+      is_rate_limited: false,
+      has_watermark: false,
+      failures_are_refunded: None,
+    }
+  }
+}
+
+fn cost_per_image_in_cents(resolution: Option<CommonResolutionEnum>) -> u64 {
+  use CommonResolutionEnum as R;
+  match resolution {
+    None
+    | Some(R::HalfK)
+    | Some(R::OneK)
+    | Some(R::FourEightyP)
+    | Some(R::SevenTwentyP)
+    | Some(R::TenEightyP) => USD_CENTS_PER_IMAGE_1K,
+    Some(R::TwoK) | Some(R::ThreeK) | Some(R::FourK) => USD_CENTS_PER_IMAGE_2K,
+  }
+}
+
+#[cfg(test)]
+mod tests {
+  use super::*;
+  use crate::api::router_image_model::RouterImageModel;
+  use crate::api::router_provider::RouterProvider;
+  use crate::api::router_resolution::RouterResolution;
+  use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
+  use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
+
+  fn estimate(resolution: Option<RouterResolution>, image_batch_count: u16) -> ImageGenerationCostEstimate {
+    let builder = GenerateImageRequestBuilder {
+      model: RouterImageModel::Seedream5p0Pro,
+      provider: RouterProvider::Artcraft,
+      prompt: Some("an anime girl riding a dinosaur".to_string()),
+      image_inputs: None,
+      resolution,
+      aspect_ratio: None,
+      quality: None,
+      image_batch_count: Some(image_batch_count),
+      horizontal_angle: None,
+      vertical_angle: None,
+      zoom: None,
+      request_mismatch_mitigation_strategy: RequestMismatchMitigationStrategy::ErrorOut,
+      generation_mode_mismatch_strategy: None,
+      idempotency_token: None,
+    };
+    builder.build2().unwrap().estimate_cost().unwrap()
+  }
+
+  fn cost_cents(resolution: Option<RouterResolution>, image_batch_count: u16) -> u64 {
+    estimate(resolution, image_batch_count).cost_in_usd_cents.unwrap()
+  }
+
+  // ── Default / 1K (7¢) ──
+
+  #[test]
+  fn default_resolution_one_image_is_7c() { assert_eq!(cost_cents(None, 1), 7); }
+
+  #[test]
+  fn one_k_one_image_is_7c() { assert_eq!(cost_cents(Some(RouterResolution::OneK), 1), 7); }
+
+  #[test]
+  fn one_k_four_images_is_28c() { assert_eq!(cost_cents(Some(RouterResolution::OneK), 4), 28); }
+
+  // ── 2K (12¢) ──
+
+  #[test]
+  fn two_k_one_image_is_12c() { assert_eq!(cost_cents(Some(RouterResolution::TwoK), 1), 12); }
+
+  #[test]
+  fn two_k_four_images_is_48c() { assert_eq!(cost_cents(Some(RouterResolution::TwoK), 4), 48); }
+
+  // ── Fallbacks ──
+
+  #[test]
+  fn four_k_falls_back_to_two_k_pricing() {
+    assert_eq!(
+      ArtcraftSeedream5p0ProCostState {
+        resolution: Some(CommonResolutionEnum::FourK),
+        num_images: 1,
+      }.estimate_cost().cost_in_usd_cents,
+      Some(12),
+    );
+  }
+
+  #[test]
+  fn half_k_falls_back_to_one_k_pricing() {
+    assert_eq!(
+      ArtcraftSeedream5p0ProCostState {
+        resolution: Some(CommonResolutionEnum::HalfK),
+        num_images: 1,
+      }.estimate_cost().cost_in_usd_cents,
+      Some(7),
+    );
+  }
+
+  // ── Credits track USD cents exactly (1 credit = 1 cent) ──
+
+  #[test]
+  fn credits_equal_usd_cents() {
+    for batch in 1..=4u16 {
+      let one_k = estimate(Some(RouterResolution::OneK), batch);
+      assert_eq!(one_k.cost_in_credits, one_k.cost_in_usd_cents, "1k batch {}", batch);
+      let two_k = estimate(Some(RouterResolution::TwoK), batch);
+      assert_eq!(two_k.cost_in_credits, two_k.cost_in_usd_cents, "2k batch {}", batch);
+    }
+  }
+
+  // ── The Artcraft price must cover the Kinovi provider cost ──
+
+  #[test]
+  fn price_covers_kinovi_cost() {
+    use kinovi_web_client::generate::image::generate_seedream_5p0_pro::{
+      KinoviSeedream5p0ProBatchCount, KinoviSeedream5p0ProResolution,
+    };
+    use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::cost::KinoviSeedream5p0ProCostState;
+
+    let cases = [
+      (RouterResolution::OneK, KinoviSeedream5p0ProResolution::OneK, 1u16, KinoviSeedream5p0ProBatchCount::One),
+      (RouterResolution::OneK, KinoviSeedream5p0ProResolution::OneK, 4u16, KinoviSeedream5p0ProBatchCount::Four),
+      (RouterResolution::TwoK, KinoviSeedream5p0ProResolution::TwoK, 1u16, KinoviSeedream5p0ProBatchCount::One),
+      (RouterResolution::TwoK, KinoviSeedream5p0ProResolution::TwoK, 4u16, KinoviSeedream5p0ProBatchCount::Four),
+    ];
+    for (router_res, kinovi_res, batch, kinovi_batch) in cases {
+      let artcraft_cents = cost_cents(Some(router_res), batch);
+      let kinovi_cents = KinoviSeedream5p0ProCostState {
+        resolution: kinovi_res,
+        batch_count: kinovi_batch,
+      }.estimate_cost().cost_in_usd_cents.unwrap();
+      assert!(
+        artcraft_cents > kinovi_cents,
+        "artcraft price {}¢ must exceed kinovi cost {}¢ ({:?} batch {})",
+        artcraft_cents, kinovi_cents, router_res, batch,
+      );
+    }
+  }
+
+  // ── Flags ──
+
+  #[test]
+  fn cost_flags_are_correct() {
+    let cost = ArtcraftSeedream5p0ProCostState { resolution: None, num_images: 1 }.estimate_cost();
+    assert!(!cost.is_free);
+    assert!(!cost.is_unlimited);
+    assert!(!cost.is_rate_limited);
+    assert!(!cost.has_watermark);
+    assert_eq!(cost.failures_are_refunded, None);
+  }
+}
@@ -0,0 +1,3 @@
+pub mod build;
+pub mod cost;
+pub mod request;
@@ -0,0 +1,17 @@
+use artcraft_api_defs::omni_gen::cost_and_generate_requests::omni_gen_image_cost_and_generate_request::OmniGenImageCostAndGenerateRequest;
+
+use crate::client::router_artcraft_client::RouterArtcraftClient;
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::generate::generate_image::generate_image_response::GenerateImageResponse;
+use crate::generate::generate_image::providers::artcraft::request_common::send_artcraft_omni_image_request;
+
+#[derive(Clone, Debug)]
+pub struct ArtcraftSeedream5p0ProRequestState {
+  pub request: OmniGenImageCostAndGenerateRequest,
+}
+
+impl ArtcraftSeedream5p0ProRequestState {
+  pub async fn send(&self, client: &RouterArtcraftClient) -> Result<GenerateImageResponse, ArtcraftRouterError> {
+    send_artcraft_omni_image_request(&self.request, client).await
+  }
+}
@@ -0,0 +1,17 @@
+use enums::common::generation::common_image_model::CommonImageModel as CommonImageModelEnum;
+
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
+use crate::generate::generate_image::image_generation_draft_or_request::ImageGenerationDraftOrRequest;
+use crate::generate::generate_image::image_generation_request::ImageGenerationRequest;
+use crate::generate::generate_image::providers::artcraft::build_common::build_artcraft_omni_image_request;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro_ultra::request::ArtcraftSeedream5p0ProUltraRequestState;
+
+pub fn build_artcraft_seedream_5p0_pro_ultra(
+  builder: GenerateImageRequestBuilder,
+) -> Result<ImageGenerationDraftOrRequest, ArtcraftRouterError> {
+  let request = build_artcraft_omni_image_request(builder, CommonImageModelEnum::Seedream5p0ProUltra)?;
+  Ok(ImageGenerationDraftOrRequest::Request(
+    ImageGenerationRequest::ArtcraftSeedream5p0ProUltra(ArtcraftSeedream5p0ProUltraRequestState { request }),
+  ))
+}
@@ -0,0 +1,208 @@
+use enums::common::generation::common_resolution::CommonResolution as CommonResolutionEnum;
+
+use crate::generate::generate_image::image_generation_cost_estimate::ImageGenerationCostEstimate;
+use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro_ultra::request::ArtcraftSeedream5p0ProUltraRequestState;
+
+/// Customer-facing price per image at 1k resolution (the default), in USD cents.
+const USD_CENTS_PER_IMAGE_1K: u64 = 18;
+
+/// Customer-facing price per image at 2k resolution, in USD cents.
+const USD_CENTS_PER_IMAGE_2K: u64 = 30;
+
+/// Cost state for Artcraft Seedream 5.0 Pro Ultra. Pricing is per image and
+/// resolution-dependent:
+///
+///   1K (default) → 18¢, 2K → 30¢. 3K/4K fall back to 2K pricing; 0.5K and
+///   legacy video resolutions (480p/720p/1080p) fall back to 1K.
+#[derive(Clone, Debug)]
+pub struct ArtcraftSeedream5p0ProUltraCostState {
+  pub resolution: Option<CommonResolutionEnum>,
+  pub num_images: u16,
+}
+
+impl ArtcraftSeedream5p0ProUltraCostState {
+  pub fn from_request(request: &ArtcraftSeedream5p0ProUltraRequestState) -> Self {
+    Self {
+      resolution: request.request.resolution,
+      num_images: request.request.image_batch_count.unwrap_or(1),
+    }
+  }
+
+  pub fn estimate_cost(&self) -> ImageGenerationCostEstimate {
+    let cost_per_image: u64 = cost_per_image_in_cents(self.resolution);
+    let cost_in_usd_cents = cost_per_image * self.num_images as u64;
+    ImageGenerationCostEstimate {
+      cost_in_credits: Some(cost_in_usd_cents),
+      cost_in_usd_cents: Some(cost_in_usd_cents),
+      is_free: false,
+      is_unlimited: false,
+      is_rate_limited: false,
+      has_watermark: false,
+      failures_are_refunded: None,
+    }
+  }
+}
+
+fn cost_per_image_in_cents(resolution: Option<CommonResolutionEnum>) -> u64 {
+  use CommonResolutionEnum as R;
+  match resolution {
+    None
+    | Some(R::HalfK)
+    | Some(R::OneK)
+    | Some(R::FourEightyP)
+    | Some(R::SevenTwentyP)
+    | Some(R::TenEightyP) => USD_CENTS_PER_IMAGE_1K,
+    Some(R::TwoK) | Some(R::ThreeK) | Some(R::FourK) => USD_CENTS_PER_IMAGE_2K,
+  }
+}
+
+#[cfg(test)]
+mod tests {
+  use super::*;
+  use crate::api::router_image_model::RouterImageModel;
+  use crate::api::router_provider::RouterProvider;
+  use crate::api::router_resolution::RouterResolution;
+  use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
+  use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
+
+  fn estimate(resolution: Option<RouterResolution>, image_batch_count: u16) -> ImageGenerationCostEstimate {
+    let builder = GenerateImageRequestBuilder {
+      model: RouterImageModel::Seedream5p0ProUltra,
+      provider: RouterProvider::Artcraft,
+      prompt: Some("an anime girl riding a dinosaur".to_string()),
+      image_inputs: None,
+      resolution,
+      aspect_ratio: None,
+      quality: None,
+      image_batch_count: Some(image_batch_count),
+      horizontal_angle: None,
+      vertical_angle: None,
+      zoom: None,
+      request_mismatch_mitigation_strategy: RequestMismatchMitigationStrategy::ErrorOut,
+      generation_mode_mismatch_strategy: None,
+      idempotency_token: None,
+    };
+    builder.build2().unwrap().estimate_cost().unwrap()
+  }
+
+  fn cost_cents(resolution: Option<RouterResolution>, image_batch_count: u16) -> u64 {
+    estimate(resolution, image_batch_count).cost_in_usd_cents.unwrap()
+  }
+
+  // ── Default / 1K (18¢) ──
+
+  #[test]
+  fn default_resolution_one_image_is_18c() { assert_eq!(cost_cents(None, 1), 18); }
+
+  #[test]
+  fn one_k_one_image_is_18c() { assert_eq!(cost_cents(Some(RouterResolution::OneK), 1), 18); }
+
+  #[test]
+  fn one_k_four_images_is_72c() { assert_eq!(cost_cents(Some(RouterResolution::OneK), 4), 72); }
+
+  // ── 2K (30¢) ──
+
+  #[test]
+  fn two_k_one_image_is_30c() { assert_eq!(cost_cents(Some(RouterResolution::TwoK), 1), 30); }
+
+  #[test]
+  fn two_k_four_images_is_120c() { assert_eq!(cost_cents(Some(RouterResolution::TwoK), 4), 120); }
+
+  // ── Fallbacks ──
+
+  #[test]
+  fn four_k_falls_back_to_two_k_pricing() {
+    assert_eq!(
+      ArtcraftSeedream5p0ProUltraCostState {
+        resolution: Some(CommonResolutionEnum::FourK),
+        num_images: 1,
+      }.estimate_cost().cost_in_usd_cents,
+      Some(30),
+    );
+  }
+
+  #[test]
+  fn half_k_falls_back_to_one_k_pricing() {
+    assert_eq!(
+      ArtcraftSeedream5p0ProUltraCostState {
+        resolution: Some(CommonResolutionEnum::HalfK),
+        num_images: 1,
+      }.estimate_cost().cost_in_usd_cents,
+      Some(18),
+    );
+  }
+
+  // ── Credits track USD cents exactly (1 credit = 1 cent) ──
+
+  #[test]
+  fn credits_equal_usd_cents() {
+    for batch in 1..=4u16 {
+      let one_k = estimate(Some(RouterResolution::OneK), batch);
+      assert_eq!(one_k.cost_in_credits, one_k.cost_in_usd_cents, "1k batch {}", batch);
+      let two_k = estimate(Some(RouterResolution::TwoK), batch);
+      assert_eq!(two_k.cost_in_credits, two_k.cost_in_usd_cents, "2k batch {}", batch);
+    }
+  }
+
+  // ── The price must exceed the base Seedream 5.0 Pro price ──
+
+  #[test]
+  fn price_exceeds_base_seedream_5p0_pro_price() {
+    use crate::generate::generate_image::providers::artcraft::seedream_5p0_pro::cost::ArtcraftSeedream5p0ProCostState;
+
+    for resolution in [None, Some(CommonResolutionEnum::OneK), Some(CommonResolutionEnum::TwoK)] {
+      for num_images in [1u16, 4] {
+        let ultra_cents = ArtcraftSeedream5p0ProUltraCostState { resolution, num_images }
+          .estimate_cost().cost_in_usd_cents.unwrap();
+        let base_cents = ArtcraftSeedream5p0ProCostState { resolution, num_images }
+          .estimate_cost().cost_in_usd_cents.unwrap();
+        assert!(
+          ultra_cents > base_cents,
+          "ultra price {}¢ must exceed base price {}¢ ({:?} batch {})",
+          ultra_cents, base_cents, resolution, num_images,
+        );
+      }
+    }
+  }
+
+  // ── The Artcraft price must cover the Kinovi provider cost ──
+
+  #[test]
+  fn price_covers_kinovi_cost() {
+    use kinovi_web_client::generate::image::generate_seedream_5p0_pro::{
+      KinoviSeedream5p0ProBatchCount, KinoviSeedream5p0ProResolution,
+    };
+    use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::cost::KinoviSeedream5p0ProCostState;
+
+    let cases = [
+      (RouterResolution::OneK, KinoviSeedream5p0ProResolution::OneK, 1u16, KinoviSeedream5p0ProBatchCount::One),
+      (RouterResolution::OneK, KinoviSeedream5p0ProResolution::OneK, 4u16, KinoviSeedream5p0ProBatchCount::Four),
+      (RouterResolution::TwoK, KinoviSeedream5p0ProResolution::TwoK, 1u16, KinoviSeedream5p0ProBatchCount::One),
+      (RouterResolution::TwoK, KinoviSeedream5p0ProResolution::TwoK, 4u16, KinoviSeedream5p0ProBatchCount::Four),
+    ];
+    for (router_res, kinovi_res, batch, kinovi_batch) in cases {
+      let artcraft_cents = cost_cents(Some(router_res), batch);
+      let kinovi_cents = KinoviSeedream5p0ProCostState {
+        resolution: kinovi_res,
+        batch_count: kinovi_batch,
+      }.estimate_cost().cost_in_usd_cents.unwrap();
+      assert!(
+        artcraft_cents > kinovi_cents,
+        "artcraft price {}¢ must exceed kinovi cost {}¢ ({:?} batch {})",
+        artcraft_cents, kinovi_cents, router_res, batch,
+      );
+    }
+  }
+
+  // ── Flags ──
+
+  #[test]
+  fn cost_flags_are_correct() {
+    let cost = ArtcraftSeedream5p0ProUltraCostState { resolution: None, num_images: 1 }.estimate_cost();
+    assert!(!cost.is_free);
+    assert!(!cost.is_unlimited);
+    assert!(!cost.is_rate_limited);
+    assert!(!cost.has_watermark);
+    assert_eq!(cost.failures_are_refunded, None);
+  }
+}
@@ -0,0 +1,3 @@
+pub mod build;
+pub mod cost;
+pub mod request;
@@ -0,0 +1,17 @@
+use artcraft_api_defs::omni_gen::cost_and_generate_requests::omni_gen_image_cost_and_generate_request::OmniGenImageCostAndGenerateRequest;
+
+use crate::client::router_artcraft_client::RouterArtcraftClient;
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::generate::generate_image::generate_image_response::GenerateImageResponse;
+use crate::generate::generate_image::providers::artcraft::request_common::send_artcraft_omni_image_request;
+
+#[derive(Clone, Debug)]
+pub struct ArtcraftSeedream5p0ProUltraRequestState {
+  pub request: OmniGenImageCostAndGenerateRequest,
+}
+
+impl ArtcraftSeedream5p0ProUltraRequestState {
+  pub async fn send(&self, client: &RouterArtcraftClient) -> Result<GenerateImageResponse, ArtcraftRouterError> {
+    send_artcraft_omni_image_request(&self.request, client).await
+  }
+}
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7::{
+use kinovi_web_client::generate::image::generate_midjourney_v7::{
  GenerateMidjourneyV7AspectRatio, GenerateMidjourneyV7Quality,
  GenerateMidjourneyV7Request, KinoviMidjourneyBatchCount,
 };
@@ -50,7 +50,7 @@ pub fn build_kinovi_midjourney_7(
  }

  // Image inputs present → must go through the draft phase so we can
-  // upload each image to the Seedance2Pro CDN before sending.
+  // upload each image to the KinoviWeb CDN before sending.
  let draft = KinoviMidjourney7DraftState {
    prompt,
    aspect_ratio,
@@ -159,7 +159,7 @@ pub(crate) fn plan_batch_count(

 #[cfg(test)]
 mod tests {
-  use seedance2pro_client::generate::image::generate_midjourney_v7::KinoviMidjourneyBatchCount;
+  use kinovi_web_client::generate::image::generate_midjourney_v7::KinoviMidjourneyBatchCount;
  use tokens::tokens::media_files::MediaFileToken;

  use crate::api::image_list_ref::ImageListRef;
@@ -178,7 +178,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney7,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a corgi astronaut".to_string()),
      image_inputs: None,
      resolution: None,
@@ -291,7 +291,7 @@ mod tests {

  mod aspect_ratio_tests {
    use super::*;
-    use seedance2pro_client::generate::image::generate_midjourney_v7::GenerateMidjourneyV7AspectRatio as Ar;
+    use kinovi_web_client::generate::image::generate_midjourney_v7::GenerateMidjourneyV7AspectRatio as Ar;

    fn aspect_ratio_for(input: Option<RouterAspectRatio>) -> Ar {
      let builder = GenerateImageRequestBuilder { aspect_ratio: input, ..base_builder() };
@@ -334,7 +334,7 @@ mod tests {

  mod quality_tests {
    use super::*;
-    use seedance2pro_client::generate::image::generate_midjourney_v7::GenerateMidjourneyV7Quality as Q;
+    use kinovi_web_client::generate::image::generate_midjourney_v7::GenerateMidjourneyV7Quality as Q;

    fn quality_for(input: Option<RouterQuality>) -> Option<Q> {
      let builder = GenerateImageRequestBuilder { quality: input, ..base_builder() };
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7::{
+use kinovi_web_client::generate::image::generate_midjourney_v7::{
  GenerateMidjourneyV7AspectRatio, GenerateMidjourneyV7Request, KinoviMidjourneyBatchCount,
 };

@@ -171,7 +171,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney7,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("test".to_string()),
      image_inputs: None,
      resolution: None,
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7::{
+use kinovi_web_client::generate::image::generate_midjourney_v7::{
  GenerateMidjourneyV7AspectRatio, GenerateMidjourneyV7Quality,
  GenerateMidjourneyV7Request, KinoviMidjourneyBatchCount,
 };
@@ -17,7 +17,7 @@ pub struct KinoviMidjourney7DraftState {
  pub quality: Option<GenerateMidjourneyV7Quality>,
  pub batch_count: KinoviMidjourneyBatchCount,

-  /// Image references that still need to be uploaded to Seedance2Pro CDN
+  /// Image references that still need to be uploaded to KinoviWeb CDN
  /// before the request is sendable. `None` once `to_request()` has run.
  pub unhandled_request_state: Option<KinoviMidjourney7RemainingItems>,
 }
@@ -32,7 +32,7 @@ impl KinoviMidjourney7DraftState {
    &mut self,
    draft_context: &ImageGenerationDraftContext<'_>,
  ) -> Result<KinoviMidjourney7RequestState, ArtcraftRouterError> {
-    let client = draft_context.get_seedance2pro_client_ref()?;
+    let client = draft_context.get_kinovi_web_client_ref()?;
    let session = &client.session;

    let mut reference_image_urls = None;
@@ -63,10 +63,10 @@ impl KinoviMidjourney7DraftState {
 #[cfg(test)]
 mod tests {
  use super::*;
-  use seedance2pro_client::generate::image::generate_midjourney_v7::GenerateMidjourneyV7AspectRatio;
+  use kinovi_web_client::generate::image::generate_midjourney_v7::GenerateMidjourneyV7AspectRatio;

  // Note: most behavioral tests live in `build.rs` and `cost.rs`. The
-  // `to_request()` method requires a live Seedance2Pro client to upload
+  // `to_request()` method requires a live KinoviWeb client to upload
  // images, so its end-to-end behavior is exercised by the `request.rs`
  // #[ignore]'d integration tests rather than unit-tested here.

@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7::{
+use kinovi_web_client::generate::image::generate_midjourney_v7::{
  generate_midjourney_v7, GenerateMidjourneyV7Args, GenerateMidjourneyV7Request,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_image::generate_image_response::{
-  GenerateImageResponse, Seedance2proImageResponsePayload,
+  GenerateImageResponse, KinoviWebImageResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -18,7 +18,7 @@ pub struct KinoviMidjourney7RequestState {
 impl KinoviMidjourney7RequestState {
  pub async fn send(
    &self,
-    client: &RouterSeedance2ProClient,
+    client: &RouterKinoviWebClient,
  ) -> Result<GenerateImageResponse, ArtcraftRouterError> {
    let args = GenerateMidjourneyV7Args {
      session: &client.session,
@@ -28,9 +28,9 @@ impl KinoviMidjourney7RequestState {

    let response = generate_midjourney_v7(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateImageResponse::Seedance2Pro(Seedance2proImageResponsePayload {
+    Ok(GenerateImageResponse::KinoviWeb(KinoviWebImageResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
      maybe_order_ids: response.order_ids,
@@ -43,7 +43,7 @@ impl KinoviMidjourney7RequestState {
 mod tests {
  use std::collections::HashMap;

-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
  use tokens::tokens::media_files::MediaFileToken;

  use crate::api::image_list_ref::ImageListRef;
@@ -52,7 +52,7 @@ mod tests {
  use crate::api::router_provider::RouterProvider;
  use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
  use crate::generate::generate_image::generate_image_response::GenerateImageResponse;
  use crate::generate::generate_image::image_generation_draft::ImageGenerationDraftRequest;
@@ -64,7 +64,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney7,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a serene mountain lake at sunrise, cinematic".to_string()),
      image_inputs: None,
      resolution: None,
@@ -82,9 +82,9 @@ mod tests {

  fn get_kinovi_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  #[tokio::test]
@@ -98,9 +98,9 @@ mod tests {
      _ => panic!("expected direct Request for text-to-image"),
    };

-    let response = request.send(client.get_seedance2pro_client_ref().unwrap())
+    let response = request.send(client.get_kinovi_web_client_ref().unwrap())
      .await.expect("send should succeed");
-    let payload = response.get_seedance2pro_payload().expect("expected seedance2pro payload");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
    println!("v7 t2i — task_id={}, order_id={}", payload.task_id, payload.order_id);
    assert!(!payload.task_id.is_empty());
  }
@@ -135,7 +135,7 @@ mod tests {
      .finalize(ctx).await.expect("finalize");

    let response = request.send_request(&client).await.expect("send_request");
-    let payload = response.get_seedance2pro_payload().expect("expected seedance2pro payload");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
    println!("v7 with ref — task_id={}, order_id={}", payload.task_id, payload.order_id);
    assert!(!payload.task_id.is_empty());
  }
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7_niji::{
+use kinovi_web_client::generate::image::generate_midjourney_v7_niji::{
  GenerateMidjourneyV7NijiAspectRatio, GenerateMidjourneyV7NijiQuality,
  GenerateMidjourneyV7NijiRequest, KinoviMidjourneyBatchCount,
 };
@@ -147,7 +147,7 @@ pub(crate) fn plan_batch_count(

 #[cfg(test)]
 mod tests {
-  use seedance2pro_client::generate::image::generate_midjourney_v7_niji::KinoviMidjourneyBatchCount;
+  use kinovi_web_client::generate::image::generate_midjourney_v7_niji::KinoviMidjourneyBatchCount;
  use tokens::tokens::media_files::MediaFileToken;

  use crate::api::image_list_ref::ImageListRef;
@@ -166,7 +166,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney7Niji,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a magical anime forest scene".to_string()),
      image_inputs: None,
      resolution: None,
@@ -235,7 +235,7 @@ mod tests {

  #[test]
  fn aspect_ratio_passes_through_to_niji_enum() {
-    use seedance2pro_client::generate::image::generate_midjourney_v7_niji::GenerateMidjourneyV7NijiAspectRatio as Ar;
+    use kinovi_web_client::generate::image::generate_midjourney_v7_niji::GenerateMidjourneyV7NijiAspectRatio as Ar;
    let builder = GenerateImageRequestBuilder {
      aspect_ratio: Some(RouterAspectRatio::WideTwentyOneByNine),
      ..base_builder()
@@ -249,7 +249,7 @@ mod tests {

  #[test]
  fn quality_high_maps_to_full() {
-    use seedance2pro_client::generate::image::generate_midjourney_v7_niji::GenerateMidjourneyV7NijiQuality as Q;
+    use kinovi_web_client::generate::image::generate_midjourney_v7_niji::GenerateMidjourneyV7NijiQuality as Q;
    let builder = GenerateImageRequestBuilder {
      quality: Some(RouterQuality::High),
      ..base_builder()
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7_niji::{
+use kinovi_web_client::generate::image::generate_midjourney_v7_niji::{
  GenerateMidjourneyV7NijiAspectRatio, GenerateMidjourneyV7NijiRequest, KinoviMidjourneyBatchCount,
 };

@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7_niji::{
+use kinovi_web_client::generate::image::generate_midjourney_v7_niji::{
  GenerateMidjourneyV7NijiAspectRatio, GenerateMidjourneyV7NijiQuality,
  GenerateMidjourneyV7NijiRequest, KinoviMidjourneyBatchCount,
 };
@@ -29,7 +29,7 @@ impl KinoviMidjourney7NijiDraftState {
    &mut self,
    draft_context: &ImageGenerationDraftContext<'_>,
  ) -> Result<KinoviMidjourney7NijiRequestState, ArtcraftRouterError> {
-    let client = draft_context.get_seedance2pro_client_ref()?;
+    let client = draft_context.get_kinovi_web_client_ref()?;
    let session = &client.session;

    let mut reference_image_urls = None;
@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::image::generate_midjourney_v7_niji::{
+use kinovi_web_client::generate::image::generate_midjourney_v7_niji::{
  generate_midjourney_v7_niji, GenerateMidjourneyV7NijiArgs, GenerateMidjourneyV7NijiRequest,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_image::generate_image_response::{
-  GenerateImageResponse, Seedance2proImageResponsePayload,
+  GenerateImageResponse, KinoviWebImageResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -17,7 +17,7 @@ pub struct KinoviMidjourney7NijiRequestState {
 impl KinoviMidjourney7NijiRequestState {
  pub async fn send(
    &self,
-    client: &RouterSeedance2ProClient,
+    client: &RouterKinoviWebClient,
  ) -> Result<GenerateImageResponse, ArtcraftRouterError> {
    let args = GenerateMidjourneyV7NijiArgs {
      session: &client.session,
@@ -27,9 +27,9 @@ impl KinoviMidjourney7NijiRequestState {

    let response = generate_midjourney_v7_niji(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateImageResponse::Seedance2Pro(Seedance2proImageResponsePayload {
+    Ok(GenerateImageResponse::KinoviWeb(KinoviWebImageResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
      maybe_order_ids: response.order_ids,
@@ -42,7 +42,7 @@ impl KinoviMidjourney7NijiRequestState {
 mod tests {
  use std::collections::HashMap;

-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
  use tokens::tokens::media_files::MediaFileToken;

  use crate::api::image_list_ref::ImageListRef;
@@ -51,7 +51,7 @@ mod tests {
  use crate::api::router_provider::RouterProvider;
  use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
  use crate::generate::generate_image::image_generation_draft::ImageGenerationDraftRequest;
  use crate::generate::generate_image::image_generation_draft_context::ImageGenerationDraftContext;
@@ -62,7 +62,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney7Niji,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a magical anime fox spirit in a moonlit bamboo forest".to_string()),
      image_inputs: None,
      resolution: None,
@@ -80,9 +80,9 @@ mod tests {

  fn get_kinovi_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  #[tokio::test]
@@ -96,9 +96,9 @@ mod tests {
      _ => panic!("expected direct Request for text-to-image"),
    };

-    let response = request.send(client.get_seedance2pro_client_ref().unwrap())
+    let response = request.send(client.get_kinovi_web_client_ref().unwrap())
      .await.expect("send should succeed");
-    let payload = response.get_seedance2pro_payload().expect("expected seedance2pro payload");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
    println!("v7-niji t2i — task_id={}, order_id={}", payload.task_id, payload.order_id);
    assert!(!payload.task_id.is_empty());
  }
@@ -133,7 +133,7 @@ mod tests {
      .finalize(ctx).await.expect("finalize");

    let response = request.send_request(&client).await.expect("send_request");
-    let payload = response.get_seedance2pro_payload().expect("expected seedance2pro payload");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
    println!("v7-niji with ref — task_id={}, order_id={}", payload.task_id, payload.order_id);
    assert!(!payload.task_id.is_empty());
  }
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v8::{
+use kinovi_web_client::generate::image::generate_midjourney_v8::{
  GenerateMidjourneyV8AspectRatio, GenerateMidjourneyV8Quality,
  GenerateMidjourneyV8Request, KinoviMidjourneyBatchCount,
 };
@@ -147,7 +147,7 @@ pub(crate) fn plan_batch_count(

 #[cfg(test)]
 mod tests {
-  use seedance2pro_client::generate::image::generate_midjourney_v8::KinoviMidjourneyBatchCount;
+  use kinovi_web_client::generate::image::generate_midjourney_v8::KinoviMidjourneyBatchCount;
  use tokens::tokens::media_files::MediaFileToken;

  use crate::api::image_list_ref::ImageListRef;
@@ -164,7 +164,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney8,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a spooky horror scene".to_string()),
      image_inputs: None,
      resolution: None,
@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v8::{
+use kinovi_web_client::generate::image::generate_midjourney_v8::{
  GenerateMidjourneyV8AspectRatio, GenerateMidjourneyV8Request, KinoviMidjourneyBatchCount,
 };

@@ -1,4 +1,4 @@
-use seedance2pro_client::generate::image::generate_midjourney_v8::{
+use kinovi_web_client::generate::image::generate_midjourney_v8::{
  GenerateMidjourneyV8AspectRatio, GenerateMidjourneyV8Quality,
  GenerateMidjourneyV8Request, KinoviMidjourneyBatchCount,
 };
@@ -29,7 +29,7 @@ impl KinoviMidjourney8DraftState {
    &mut self,
    draft_context: &ImageGenerationDraftContext<'_>,
  ) -> Result<KinoviMidjourney8RequestState, ArtcraftRouterError> {
-    let client = draft_context.get_seedance2pro_client_ref()?;
+    let client = draft_context.get_kinovi_web_client_ref()?;
    let session = &client.session;

    let mut reference_image_urls = None;
@@ -1,12 +1,12 @@
-use seedance2pro_client::generate::image::generate_midjourney_v8::{
+use kinovi_web_client::generate::image::generate_midjourney_v8::{
  generate_midjourney_v8, GenerateMidjourneyV8Args, GenerateMidjourneyV8Request,
 };

-use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::provider_error::ProviderError;
 use crate::generate::generate_image::generate_image_response::{
-  GenerateImageResponse, Seedance2proImageResponsePayload,
+  GenerateImageResponse, KinoviWebImageResponsePayload,
 };

 #[derive(Debug, Clone)]
@@ -17,7 +17,7 @@ pub struct KinoviMidjourney8RequestState {
 impl KinoviMidjourney8RequestState {
  pub async fn send(
    &self,
-    client: &RouterSeedance2ProClient,
+    client: &RouterKinoviWebClient,
  ) -> Result<GenerateImageResponse, ArtcraftRouterError> {
    let args = GenerateMidjourneyV8Args {
      session: &client.session,
@@ -27,9 +27,9 @@ impl KinoviMidjourney8RequestState {

    let response = generate_midjourney_v8(args)
      .await
-      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

-    Ok(GenerateImageResponse::Seedance2Pro(Seedance2proImageResponsePayload {
+    Ok(GenerateImageResponse::KinoviWeb(KinoviWebImageResponsePayload {
      order_id: response.order_id,
      task_id: response.task_id,
      maybe_order_ids: response.order_ids,
@@ -42,7 +42,7 @@ impl KinoviMidjourney8RequestState {
 mod tests {
  use std::collections::HashMap;

-  use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
  use tokens::tokens::media_files::MediaFileToken;

  use crate::api::image_list_ref::ImageListRef;
@@ -51,7 +51,7 @@ mod tests {
  use crate::api::router_provider::RouterProvider;
  use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
  use crate::client::router_client::RouterClient;
-  use crate::client::router_seedance2pro_client::RouterSeedance2ProClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
  use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
  use crate::generate::generate_image::image_generation_draft::ImageGenerationDraftRequest;
  use crate::generate::generate_image::image_generation_draft_context::ImageGenerationDraftContext;
@@ -62,7 +62,7 @@ mod tests {
  fn base_builder() -> GenerateImageRequestBuilder {
    GenerateImageRequestBuilder {
      model: RouterImageModel::Midjourney8,
-      provider: RouterProvider::Seedance2Pro,
+      provider: RouterProvider::KinoviWeb,
      prompt: Some("a spooky horror scene with ghosts in an abandoned mansion".to_string()),
      image_inputs: None,
      resolution: None,
@@ -80,9 +80,9 @@ mod tests {

  fn get_kinovi_client() -> RouterClient {
    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
-      .expect("Failed to read seedance2pro cookies");
-    let session = Seedance2ProSession::from_cookies_string(cookies.trim().to_string());
-    RouterClient::Seedance2Pro(RouterSeedance2ProClient::new(session))
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
  }

  #[tokio::test]
@@ -96,9 +96,9 @@ mod tests {
      _ => panic!("expected direct Request for text-to-image"),
    };

-    let response = request.send(client.get_seedance2pro_client_ref().unwrap())
+    let response = request.send(client.get_kinovi_web_client_ref().unwrap())
      .await.expect("send should succeed");
-    let payload = response.get_seedance2pro_payload().expect("expected seedance2pro payload");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
    println!("v8 t2i — task_id={}, order_id={}", payload.task_id, payload.order_id);
    assert!(!payload.task_id.is_empty());
  }
@@ -133,7 +133,7 @@ mod tests {
      .finalize(ctx).await.expect("finalize");

    let response = request.send_request(&client).await.expect("send_request");
-    let payload = response.get_seedance2pro_payload().expect("expected seedance2pro payload");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
    println!("v8 with ref — task_id={}, order_id={}", payload.task_id, payload.order_id);
    assert!(!payload.task_id.is_empty());
  }
@@ -1,6 +1,7 @@
 pub mod midjourney_7;
 pub mod midjourney_7_niji;
 pub mod midjourney_8;
+pub mod seedream_5p0_pro;

 pub(crate) mod resolve;
 pub(crate) mod upload;
@@ -1,21 +1,21 @@
 use std::collections::HashMap;

-use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
+use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
 use tokens::tokens::media_files::MediaFileToken;

 use crate::api::image_list_ref::ImageListRef;
 use crate::errors::artcraft_router_error::ArtcraftRouterError;
 use crate::errors::client_error::ClientError;
-use crate::generate::generate_image::providers::kinovi::upload::upload_to_seedance2pro;
+use crate::generate::generate_image::providers::kinovi::upload::upload_to_kinovi_web;

-/// Resolve an [`ImageListRef`] to a list of public Seedance2Pro CDN URLs,
+/// Resolve an [`ImageListRef`] to a list of public KinoviWeb CDN URLs,
 /// uploading each image one at a time. Preserves order.
 ///
 /// Returns `Ok(None)` when the input is `None` or an empty list — the
 /// caller can then omit the field from the wire request entirely. (The
 /// downstream Midjourney API rejects empty arrays.)
 pub(crate) async fn resolve_and_upload_image_list(
-  session: &Seedance2ProSession,
+  session: &KinoviWebSession,
  list: Option<ImageListRef>,
  maybe_map: Option<&HashMap<MediaFileToken, String>>,
 ) -> Result<Option<Vec<String>>, ArtcraftRouterError> {
@@ -29,7 +29,7 @@ pub(crate) async fn resolve_and_upload_image_list(

  let mut uploaded = Vec::with_capacity(source_urls.len());
  for url in &source_urls {
-    uploaded.push(upload_to_seedance2pro(session, url).await?);
+    uploaded.push(upload_to_kinovi_web(session, url).await?);
  }
  Ok(Some(uploaded))
 }
@@ -0,0 +1,408 @@
+use kinovi_web_client::generate::image::generate_seedream_5p0_pro::{
+  GenerateSeedream5p0ProRequest, KinoviSeedream5p0ProAspectRatio, KinoviSeedream5p0ProBatchCount,
+  KinoviSeedream5p0ProResolution, MAX_REFERENCE_IMAGES,
+};
+
+use crate::api::image_list_ref::ImageListRef;
+use crate::api::router_aspect_ratio::RouterAspectRatio;
+use crate::api::router_resolution::RouterResolution;
+use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::errors::client_error::ClientError;
+use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
+use crate::generate::generate_image::image_generation_draft::ImageGenerationDraftRequest;
+use crate::generate::generate_image::image_generation_draft_or_request::ImageGenerationDraftOrRequest;
+use crate::generate::generate_image::image_generation_request::ImageGenerationRequest;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::draft::{
+  KinoviSeedream5p0ProDraftState, KinoviSeedream5p0ProRemainingItems,
+};
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::request::KinoviSeedream5p0ProRequestState;
+
+pub fn build_kinovi_seedream_5p0_pro(
+  mut builder: GenerateImageRequestBuilder,
+) -> Result<ImageGenerationDraftOrRequest, ArtcraftRouterError> {
+  let strategy = builder.request_mismatch_mitigation_strategy;
+
+  let aspect_ratio = plan_aspect_ratio(builder.aspect_ratio.take(), strategy)?;
+  let resolution = plan_resolution(builder.resolution.take(), strategy)?;
+  let batch_count = plan_batch_count(builder.image_batch_count.take(), strategy)?;
+  let prompt = builder.prompt.take().unwrap_or_default();
+  let image_inputs = builder.image_inputs.take();
+
+  validate_reference_image_count(image_inputs.as_ref())?;
+
+  if !has_image_inputs(image_inputs.as_ref()) {
+    let request = GenerateSeedream5p0ProRequest {
+      prompt,
+      aspect_ratio,
+      resolution,
+      batch_count,
+      reference_image_urls: None,
+    };
+    return Ok(ImageGenerationDraftOrRequest::Request(
+      ImageGenerationRequest::KinoviSeedream5p0Pro(KinoviSeedream5p0ProRequestState { request }),
+    ));
+  }
+
+  let draft = KinoviSeedream5p0ProDraftState {
+    prompt,
+    aspect_ratio,
+    resolution,
+    batch_count,
+    unhandled_request_state: Some(KinoviSeedream5p0ProRemainingItems {
+      reference_images: image_inputs,
+    }),
+  };
+  Ok(ImageGenerationDraftOrRequest::Draft(
+    ImageGenerationDraftRequest::KinoviSeedream5p0Pro(draft),
+  ))
+}
+
+fn has_image_inputs(image_inputs: Option<&ImageListRef>) -> bool {
+  match image_inputs {
+    None => false,
+    Some(ImageListRef::Urls(urls)) => !urls.is_empty(),
+    Some(ImageListRef::MediaFileTokens(tokens)) => !tokens.is_empty(),
+  }
+}
+
+/// Reject over-limit reference lists before any uploads happen — the
+/// KinoviWeb client would reject them anyway, but only after the draft
+/// stage has already uploaded every image to the Kinovi CDN.
+fn validate_reference_image_count(
+  image_inputs: Option<&ImageListRef>,
+) -> Result<(), ArtcraftRouterError> {
+  let count = match image_inputs {
+    None => 0,
+    Some(ImageListRef::Urls(urls)) => urls.len(),
+    Some(ImageListRef::MediaFileTokens(tokens)) => tokens.len(),
+  };
+  if count > MAX_REFERENCE_IMAGES {
+    return Err(ArtcraftRouterError::Client(ClientError::ModelDoesNotSupportOption {
+      field: "image_inputs",
+      value: format!("{} reference images (max {})", count, MAX_REFERENCE_IMAGES),
+    }));
+  }
+  Ok(())
+}
+
+// ── Plan helpers ──
+
+pub(crate) fn plan_aspect_ratio(
+  aspect_ratio: Option<RouterAspectRatio>,
+  strategy: RequestMismatchMitigationStrategy,
+) -> Result<KinoviSeedream5p0ProAspectRatio, ArtcraftRouterError> {
+  use KinoviSeedream5p0ProAspectRatio as Ar;
+  match aspect_ratio {
+    None
+    | Some(RouterAspectRatio::Auto)
+    | Some(RouterAspectRatio::Auto2k)
+    | Some(RouterAspectRatio::Auto3k)
+    | Some(RouterAspectRatio::Auto4k) => Ok(Ar::Auto),
+
+    Some(RouterAspectRatio::Square) | Some(RouterAspectRatio::SquareHd) => Ok(Ar::Square1x1),
+    Some(RouterAspectRatio::WideFourByThree) => Ok(Ar::Standard4x3),
+    Some(RouterAspectRatio::TallThreeByFour) => Ok(Ar::Portrait3x4),
+    Some(RouterAspectRatio::WideSixteenByNine) | Some(RouterAspectRatio::Wide) => Ok(Ar::Landscape16x9),
+    Some(RouterAspectRatio::TallNineBySixteen) | Some(RouterAspectRatio::Tall) => Ok(Ar::Portrait9x16),
+    Some(RouterAspectRatio::WideThreeByTwo) => Ok(Ar::Wide3x2),
+    Some(RouterAspectRatio::TallTwoByThree) => Ok(Ar::Tall2x3),
+    Some(RouterAspectRatio::WideTwentyOneByNine) => Ok(Ar::UltraWide21x9),
+
+    Some(unsupported) => match strategy {
+      RequestMismatchMitigationStrategy::ErrorOut => {
+        Err(ArtcraftRouterError::Client(ClientError::ModelDoesNotSupportOption {
+          field: "aspect_ratio",
+          value: format!("{:?}", unsupported),
+        }))
+      }
+      _ => Ok(Ar::Auto),
+    },
+  }
+}
+
+pub(crate) fn plan_resolution(
+  resolution: Option<RouterResolution>,
+  strategy: RequestMismatchMitigationStrategy,
+) -> Result<KinoviSeedream5p0ProResolution, ArtcraftRouterError> {
+  use KinoviSeedream5p0ProResolution as Res;
+  match resolution {
+    None | Some(RouterResolution::OneK) => Ok(Res::OneK),
+    Some(RouterResolution::TwoK) => Ok(Res::TwoK),
+
+    Some(unsupported) => match strategy {
+      RequestMismatchMitigationStrategy::ErrorOut => {
+        Err(ArtcraftRouterError::Client(ClientError::ModelDoesNotSupportOption {
+          field: "resolution",
+          value: format!("{:?}", unsupported),
+        }))
+      }
+      // Snap to the nearest supported tier: sub-1k inputs (0.5K, legacy
+      // video resolutions) land on 1k; 3K/4K land on 2k.
+      _ => match unsupported {
+        RouterResolution::ThreeK | RouterResolution::FourK => Ok(Res::TwoK),
+        _ => Ok(Res::OneK),
+      },
+    },
+  }
+}
+
+pub(crate) fn plan_batch_count(
+  image_batch_count: Option<u16>,
+  strategy: RequestMismatchMitigationStrategy,
+) -> Result<KinoviSeedream5p0ProBatchCount, ArtcraftRouterError> {
+  let count = image_batch_count.unwrap_or(1);
+  match count {
+    0 => Err(ArtcraftRouterError::Client(ClientError::UserRequestedZeroGenerations)),
+    1 => Ok(KinoviSeedream5p0ProBatchCount::One),
+    2 => Ok(KinoviSeedream5p0ProBatchCount::Two),
+    3 => Ok(KinoviSeedream5p0ProBatchCount::Three),
+    4 => Ok(KinoviSeedream5p0ProBatchCount::Four),
+    5 => Ok(KinoviSeedream5p0ProBatchCount::Five),
+    6 => Ok(KinoviSeedream5p0ProBatchCount::Six),
+    7 => Ok(KinoviSeedream5p0ProBatchCount::Seven),
+    8 => Ok(KinoviSeedream5p0ProBatchCount::Eight),
+    other => match strategy {
+      RequestMismatchMitigationStrategy::ErrorOut => {
+        Err(ArtcraftRouterError::Client(ClientError::ModelDoesNotSupportOption {
+          field: "image_batch_count",
+          value: format!("{}", other),
+        }))
+      }
+      // Kinovi supports batches of 1–8; only counts of 9+ reach here, so both
+      // mitigation strategies clamp to the maximum supported batch.
+      RequestMismatchMitigationStrategy::PayMoreUpgrade
+      | RequestMismatchMitigationStrategy::PayLessDowngrade => {
+        Ok(KinoviSeedream5p0ProBatchCount::Eight)
+      }
+    },
+  }
+}
+
+#[cfg(test)]
+mod tests {
+  use tokens::tokens::media_files::MediaFileToken;
+
+  use crate::api::router_image_model::RouterImageModel;
+  use crate::api::router_provider::RouterProvider;
+
+  use super::*;
+
+  fn base_builder() -> GenerateImageRequestBuilder {
+    GenerateImageRequestBuilder {
+      model: RouterImageModel::Seedream5p0Pro,
+      provider: RouterProvider::KinoviWeb,
+      prompt: Some("an anime girl riding a dinosaur".to_string()),
+      image_inputs: None,
+      resolution: None,
+      aspect_ratio: None,
+      quality: None,
+      image_batch_count: None,
+      horizontal_angle: None,
+      vertical_angle: None,
+      zoom: None,
+      request_mismatch_mitigation_strategy: RequestMismatchMitigationStrategy::ErrorOut,
+      generation_mode_mismatch_strategy: None,
+      idempotency_token: None,
+    }
+  }
+
+  fn build_request(builder: GenerateImageRequestBuilder) -> KinoviSeedream5p0ProRequestState {
+    match build_kinovi_seedream_5p0_pro(builder).expect("build") {
+      ImageGenerationDraftOrRequest::Request(ImageGenerationRequest::KinoviSeedream5p0Pro(r)) => r,
+      _ => panic!("expected Request"),
+    }
+  }
+
+  mod routing_tests {
+    use super::*;
+
+    #[test]
+    fn no_image_inputs_returns_request_directly() {
+      let result = build_kinovi_seedream_5p0_pro(base_builder()).expect("build");
+      assert!(matches!(
+        result,
+        ImageGenerationDraftOrRequest::Request(ImageGenerationRequest::KinoviSeedream5p0Pro(_)),
+      ));
+    }
+
+    #[test]
+    fn image_inputs_returns_draft() {
+      let builder = GenerateImageRequestBuilder {
+        image_inputs: Some(ImageListRef::Urls(vec!["https://example.com/ref.png".to_string()])),
+        ..base_builder()
+      };
+      let result = build_kinovi_seedream_5p0_pro(builder).expect("build");
+      assert!(matches!(
+        result,
+        ImageGenerationDraftOrRequest::Draft(ImageGenerationDraftRequest::KinoviSeedream5p0Pro(_)),
+      ));
+    }
+
+    #[test]
+    fn media_file_tokens_route_through_draft() {
+      let builder = GenerateImageRequestBuilder {
+        image_inputs: Some(ImageListRef::MediaFileTokens(vec![
+          MediaFileToken::new("mf_x".to_string()),
+        ])),
+        ..base_builder()
+      };
+      let draft = match build_kinovi_seedream_5p0_pro(builder).expect("build") {
+        ImageGenerationDraftOrRequest::Draft(ImageGenerationDraftRequest::KinoviSeedream5p0Pro(d)) => d,
+        _ => panic!("expected Draft"),
+      };
+      assert!(draft.unhandled_request_state.is_some());
+    }
+
+    #[test]
+    fn fourteen_reference_images_is_accepted() {
+      let urls: Vec<String> = (0..MAX_REFERENCE_IMAGES)
+        .map(|i| format!("https://example.com/ref{i}.png"))
+        .collect();
+      let builder = GenerateImageRequestBuilder {
+        image_inputs: Some(ImageListRef::Urls(urls)),
+        ..base_builder()
+      };
+      assert!(build_kinovi_seedream_5p0_pro(builder).is_ok());
+    }
+
+    #[test]
+    fn fifteen_reference_images_is_rejected() {
+      let urls: Vec<String> = (0..MAX_REFERENCE_IMAGES + 1)
+        .map(|i| format!("https://example.com/ref{i}.png"))
+        .collect();
+      let builder = GenerateImageRequestBuilder {
+        image_inputs: Some(ImageListRef::Urls(urls)),
+        ..base_builder()
+      };
+      assert!(build_kinovi_seedream_5p0_pro(builder).is_err());
+    }
+  }
+
+  mod plan_tests {
+    use super::*;
+
+    #[test]
+    fn default_aspect_ratio_is_auto() {
+      let req = build_request(base_builder());
+      assert_eq!(req.request.aspect_ratio, KinoviSeedream5p0ProAspectRatio::Auto);
+    }
+
+    #[test]
+    fn every_supported_aspect_ratio_maps() {
+      let cases = [
+        (RouterAspectRatio::Auto, KinoviSeedream5p0ProAspectRatio::Auto),
+        (RouterAspectRatio::Square, KinoviSeedream5p0ProAspectRatio::Square1x1),
+        (RouterAspectRatio::WideFourByThree, KinoviSeedream5p0ProAspectRatio::Standard4x3),
+        (RouterAspectRatio::TallThreeByFour, KinoviSeedream5p0ProAspectRatio::Portrait3x4),
+        (RouterAspectRatio::WideSixteenByNine, KinoviSeedream5p0ProAspectRatio::Landscape16x9),
+        (RouterAspectRatio::TallNineBySixteen, KinoviSeedream5p0ProAspectRatio::Portrait9x16),
+        (RouterAspectRatio::WideThreeByTwo, KinoviSeedream5p0ProAspectRatio::Wide3x2),
+        (RouterAspectRatio::TallTwoByThree, KinoviSeedream5p0ProAspectRatio::Tall2x3),
+        (RouterAspectRatio::WideTwentyOneByNine, KinoviSeedream5p0ProAspectRatio::UltraWide21x9),
+      ];
+      for (input, expected) in cases {
+        let planned = plan_aspect_ratio(Some(input), RequestMismatchMitigationStrategy::ErrorOut)
+          .expect("plan");
+        assert_eq!(planned, expected, "input={:?}", input);
+      }
+    }
+
+    #[test]
+    fn unsupported_aspect_ratio_errors_out() {
+      let result = plan_aspect_ratio(
+        Some(RouterAspectRatio::TallNineByTwentyOne),
+        RequestMismatchMitigationStrategy::ErrorOut,
+      );
+      assert!(result.is_err());
+    }
+
+    #[test]
+    fn unsupported_aspect_ratio_falls_back_to_auto() {
+      let planned = plan_aspect_ratio(
+        Some(RouterAspectRatio::TallNineByTwentyOne),
+        RequestMismatchMitigationStrategy::PayLessDowngrade,
+      ).expect("plan");
+      assert_eq!(planned, KinoviSeedream5p0ProAspectRatio::Auto);
+    }
+
+    #[test]
+    fn default_resolution_is_1k() {
+      let req = build_request(base_builder());
+      assert_eq!(req.request.resolution, KinoviSeedream5p0ProResolution::OneK);
+    }
+
+    #[test]
+    fn two_k_resolution_maps() {
+      let builder = GenerateImageRequestBuilder {
+        resolution: Some(RouterResolution::TwoK),
+        ..base_builder()
+      };
+      let req = build_request(builder);
+      assert_eq!(req.request.resolution, KinoviSeedream5p0ProResolution::TwoK);
+    }
+
+    #[test]
+    fn four_k_resolution_errors_out() {
+      let result = plan_resolution(
+        Some(RouterResolution::FourK),
+        RequestMismatchMitigationStrategy::ErrorOut,
+      );
+      assert!(result.is_err());
+    }
+
+    #[test]
+    fn four_k_resolution_downgrades_to_2k() {
+      let planned = plan_resolution(
+        Some(RouterResolution::FourK),
+        RequestMismatchMitigationStrategy::PayLessDowngrade,
+      ).expect("plan");
+      assert_eq!(planned, KinoviSeedream5p0ProResolution::TwoK);
+    }
+
+    #[test]
+    fn half_k_resolution_snaps_to_1k() {
+      let planned = plan_resolution(
+        Some(RouterResolution::HalfK),
+        RequestMismatchMitigationStrategy::PayMoreUpgrade,
+      ).expect("plan");
+      assert_eq!(planned, KinoviSeedream5p0ProResolution::OneK);
+    }
+
+    #[test]
+    fn batch_counts_one_through_eight_are_accepted() {
+      let cases = [
+        (1, KinoviSeedream5p0ProBatchCount::One),
+        (2, KinoviSeedream5p0ProBatchCount::Two),
+        (3, KinoviSeedream5p0ProBatchCount::Three),
+        (4, KinoviSeedream5p0ProBatchCount::Four),
+        (5, KinoviSeedream5p0ProBatchCount::Five),
+        (6, KinoviSeedream5p0ProBatchCount::Six),
+        (7, KinoviSeedream5p0ProBatchCount::Seven),
+        (8, KinoviSeedream5p0ProBatchCount::Eight),
+      ];
+      for (input, expected) in cases {
+        let planned = plan_batch_count(Some(input), RequestMismatchMitigationStrategy::ErrorOut)
+          .expect("plan");
+        assert_eq!(planned, expected, "input={}", input);
+      }
+    }
+
+    #[test]
+    fn batch_count_zero_is_rejected() {
+      assert!(plan_batch_count(Some(0), RequestMismatchMitigationStrategy::ErrorOut).is_err());
+    }
+
+    #[test]
+    fn batch_count_nine_errors_out() {
+      assert!(plan_batch_count(Some(9), RequestMismatchMitigationStrategy::ErrorOut).is_err());
+    }
+
+    #[test]
+    fn batch_count_nine_clamps_to_eight() {
+      let planned = plan_batch_count(Some(9), RequestMismatchMitigationStrategy::PayLessDowngrade)
+        .expect("plan");
+      assert_eq!(planned, KinoviSeedream5p0ProBatchCount::Eight);
+    }
+  }
+}
@@ -0,0 +1,100 @@
+use kinovi_web_client::generate::image::generate_seedream_5p0_pro::{
+  GenerateSeedream5p0ProRequest, KinoviSeedream5p0ProAspectRatio, KinoviSeedream5p0ProBatchCount,
+  KinoviSeedream5p0ProResolution,
+};
+
+use crate::generate::generate_image::image_generation_cost_estimate::ImageGenerationCostEstimate;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::draft::KinoviSeedream5p0ProDraftState;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::request::KinoviSeedream5p0ProRequestState;
+
+/// Seedream 5.0 Pro (via Kinovi) cost state. Pricing is per image and
+/// resolution-dependent (1k vs 2k); batch count multiplies.
+pub struct KinoviSeedream5p0ProCostState {
+  pub resolution: KinoviSeedream5p0ProResolution,
+  pub batch_count: KinoviSeedream5p0ProBatchCount,
+}
+
+impl KinoviSeedream5p0ProCostState {
+  pub fn from_request(request: &KinoviSeedream5p0ProRequestState) -> Self {
+    Self {
+      resolution: request.request.resolution,
+      batch_count: request.request.batch_count,
+    }
+  }
+
+  pub fn from_draft(draft: &KinoviSeedream5p0ProDraftState) -> Self {
+    Self {
+      resolution: draft.resolution,
+      batch_count: draft.batch_count,
+    }
+  }
+
+  pub fn estimate_cost(&self) -> ImageGenerationCostEstimate {
+    let pricing_request = GenerateSeedream5p0ProRequest {
+      prompt: String::new(),
+      aspect_ratio: KinoviSeedream5p0ProAspectRatio::Auto,
+      resolution: self.resolution,
+      batch_count: self.batch_count,
+      reference_image_urls: None,
+    };
+
+    let costs = pricing_request.calculate_costs();
+
+    ImageGenerationCostEstimate {
+      cost_in_credits: Some(costs.kinovi_credits),
+      cost_in_usd_cents: Some(costs.usd_cents_rounded_up),
+      is_free: false,
+      is_unlimited: false,
+      is_rate_limited: false,
+      has_watermark: false,
+      failures_are_refunded: None,
+    }
+  }
+}
+
+#[cfg(test)]
+mod tests {
+  use super::*;
+
+  #[test]
+  fn one_1k_image_is_fourteen_credits_and_six_cents() {
+    let cost = KinoviSeedream5p0ProCostState {
+      resolution: KinoviSeedream5p0ProResolution::OneK,
+      batch_count: KinoviSeedream5p0ProBatchCount::One,
+    }.estimate_cost();
+    assert_eq!(cost.cost_in_credits, Some(14));
+    assert_eq!(cost.cost_in_usd_cents, Some(6)); // 1400/243 = 5.76 -> rounds UP
+  }
+
+  #[test]
+  fn one_2k_image_is_twentyfour_credits_and_ten_cents() {
+    let cost = KinoviSeedream5p0ProCostState {
+      resolution: KinoviSeedream5p0ProResolution::TwoK,
+      batch_count: KinoviSeedream5p0ProBatchCount::One,
+    }.estimate_cost();
+    assert_eq!(cost.cost_in_credits, Some(24));
+    assert_eq!(cost.cost_in_usd_cents, Some(10)); // 2400/243 = 9.88 -> rounds UP
+  }
+
+  /// Mirrors capture 4_seedream_5_misc.txt: 2k, batch of 4 → 96 credits.
+  #[test]
+  fn four_2k_images_is_ninetysix_credits() {
+    let cost = KinoviSeedream5p0ProCostState {
+      resolution: KinoviSeedream5p0ProResolution::TwoK,
+      batch_count: KinoviSeedream5p0ProBatchCount::Four,
+    }.estimate_cost();
+    assert_eq!(cost.cost_in_credits, Some(96));
+    assert_eq!(cost.cost_in_usd_cents, Some(40)); // 9600/243 = 39.51 -> rounds UP
+  }
+
+  /// Mirrors capture 5_seedream_5_misc2.txt: 1k, batch of 8 → 112 credits.
+  #[test]
+  fn eight_1k_images_is_one_hundred_twelve_credits() {
+    let cost = KinoviSeedream5p0ProCostState {
+      resolution: KinoviSeedream5p0ProResolution::OneK,
+      batch_count: KinoviSeedream5p0ProBatchCount::Eight,
+    }.estimate_cost();
+    assert_eq!(cost.cost_in_credits, Some(112));
+    assert_eq!(cost.cost_in_usd_cents, Some(47)); // 11200/243 = 46.09 -> rounds UP
+  }
+}
@@ -0,0 +1,53 @@
+use kinovi_web_client::generate::image::generate_seedream_5p0_pro::{
+  GenerateSeedream5p0ProRequest, KinoviSeedream5p0ProAspectRatio, KinoviSeedream5p0ProBatchCount,
+  KinoviSeedream5p0ProResolution,
+};
+
+use crate::api::image_list_ref::ImageListRef;
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::generate::generate_image::image_generation_draft_context::ImageGenerationDraftContext;
+use crate::generate::generate_image::providers::kinovi::resolve::resolve_and_upload_image_list;
+use crate::generate::generate_image::providers::kinovi::seedream_5p0_pro::request::KinoviSeedream5p0ProRequestState;
+
+#[derive(Debug, Clone)]
+pub struct KinoviSeedream5p0ProDraftState {
+  pub prompt: String,
+  pub aspect_ratio: KinoviSeedream5p0ProAspectRatio,
+  pub resolution: KinoviSeedream5p0ProResolution,
+  pub batch_count: KinoviSeedream5p0ProBatchCount,
+
+  pub unhandled_request_state: Option<KinoviSeedream5p0ProRemainingItems>,
+}
+
+#[derive(Debug, Clone)]
+pub struct KinoviSeedream5p0ProRemainingItems {
+  pub reference_images: Option<ImageListRef>,
+}
+
+impl KinoviSeedream5p0ProDraftState {
+  pub async fn to_request(
+    &mut self,
+    draft_context: &ImageGenerationDraftContext<'_>,
+  ) -> Result<KinoviSeedream5p0ProRequestState, ArtcraftRouterError> {
+    let client = draft_context.get_kinovi_web_client_ref()?;
+    let session = &client.session;
+
+    let mut reference_image_urls = None;
+    if let Some(remaining) = self.unhandled_request_state.take() {
+      let map = draft_context.media_file_to_artcraft_url_map;
+      reference_image_urls = resolve_and_upload_image_list(
+        session, remaining.reference_images, map,
+      ).await?;
+    }
+
+    let request = GenerateSeedream5p0ProRequest {
+      prompt: self.prompt.clone(),
+      aspect_ratio: self.aspect_ratio,
+      resolution: self.resolution,
+      batch_count: self.batch_count,
+      reference_image_urls,
+    };
+
+    Ok(KinoviSeedream5p0ProRequestState { request })
+  }
+}
@@ -0,0 +1,4 @@
+pub mod build;
+pub mod cost;
+pub mod draft;
+pub mod request;
@@ -0,0 +1,141 @@
+use kinovi_web_client::generate::image::generate_seedream_5p0_pro::{
+  generate_seedream_5p0_pro, GenerateSeedream5p0ProArgs, GenerateSeedream5p0ProRequest,
+};
+
+use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
+use crate::errors::artcraft_router_error::ArtcraftRouterError;
+use crate::errors::provider_error::ProviderError;
+use crate::generate::generate_image::generate_image_response::{
+  GenerateImageResponse, KinoviWebImageResponsePayload,
+};
+
+#[derive(Debug, Clone)]
+pub struct KinoviSeedream5p0ProRequestState {
+  pub request: GenerateSeedream5p0ProRequest,
+}
+
+impl KinoviSeedream5p0ProRequestState {
+  pub async fn send(
+    &self,
+    client: &RouterKinoviWebClient,
+  ) -> Result<GenerateImageResponse, ArtcraftRouterError> {
+    let args = GenerateSeedream5p0ProArgs {
+      session: &client.session,
+      host_override: None,
+      request: self.request.clone(),
+    };
+
+    let response = generate_seedream_5p0_pro(args)
+      .await
+      .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;
+
+    Ok(GenerateImageResponse::KinoviWeb(KinoviWebImageResponsePayload {
+      order_id: response.order_id,
+      task_id: response.task_id,
+      maybe_order_ids: response.order_ids,
+      maybe_task_ids: response.task_ids,
+    }))
+  }
+}
+
+#[cfg(test)]
+mod tests {
+  use std::collections::HashMap;
+
+  use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
+  use tokens::tokens::media_files::MediaFileToken;
+
+  use crate::api::image_list_ref::ImageListRef;
+  use crate::api::router_aspect_ratio::RouterAspectRatio;
+  use crate::api::router_image_model::RouterImageModel;
+  use crate::api::router_provider::RouterProvider;
+  use crate::api::router_resolution::RouterResolution;
+  use crate::client::request_mismatch_mitigation_strategy::RequestMismatchMitigationStrategy;
+  use crate::client::router_client::RouterClient;
+  use crate::client::router_kinovi_web_client::RouterKinoviWebClient;
+  use crate::generate::generate_image::generate_image_request_builder::GenerateImageRequestBuilder;
+  use crate::generate::generate_image::image_generation_draft::ImageGenerationDraftRequest;
+  use crate::generate::generate_image::image_generation_draft_context::ImageGenerationDraftContext;
+  use crate::generate::generate_image::image_generation_draft_or_request::ImageGenerationDraftOrRequest;
+  use crate::generate::generate_image::image_generation_request::ImageGenerationRequest;
+  use test_data::web::image_urls::JUNO_AT_LAKE_IMAGE_URL;
+
+  fn base_builder() -> GenerateImageRequestBuilder {
+    GenerateImageRequestBuilder {
+      model: RouterImageModel::Seedream5p0Pro,
+      provider: RouterProvider::KinoviWeb,
+      prompt: Some("an anime girl riding a dinosaur through a neon city".to_string()),
+      image_inputs: None,
+      resolution: Some(RouterResolution::OneK),
+      aspect_ratio: Some(RouterAspectRatio::WideSixteenByNine),
+      quality: None,
+      image_batch_count: Some(1),
+      horizontal_angle: None,
+      vertical_angle: None,
+      zoom: None,
+      request_mismatch_mitigation_strategy: RequestMismatchMitigationStrategy::ErrorOut,
+      generation_mode_mismatch_strategy: None,
+      idempotency_token: None,
+    }
+  }
+
+  fn get_kinovi_client() -> RouterClient {
+    let cookies = std::fs::read_to_string("/Users/bt/Artcraft/credentials/seedance2pro_cookies.txt")
+      .expect("Failed to read kinovi_web cookies");
+    let session = KinoviWebSession::from_cookies_string(cookies.trim().to_string());
+    RouterClient::KinoviWeb(RouterKinoviWebClient::new(session))
+  }
+
+  #[tokio::test]
+  #[ignore] // manually test — requires real cookies; costs credits
+  async fn text_to_image_round_trip() {
+    let client = get_kinovi_client();
+    let result = base_builder().build2().expect("build2");
+
+    let request = match result {
+      ImageGenerationDraftOrRequest::Request(ImageGenerationRequest::KinoviSeedream5p0Pro(r)) => r,
+      _ => panic!("expected direct Request for text-to-image"),
+    };
+
+    let response = request.send(client.get_kinovi_web_client_ref().unwrap())
+      .await.expect("send should succeed");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
+    println!("seedream 5.0 pro t2i — task_id={}, order_id={}", payload.task_id, payload.order_id);
+    assert!(!payload.task_id.is_empty());
+  }
+
+  #[tokio::test]
+  #[ignore] // manually test — requires real cookies; costs credits
+  async fn image_reference_round_trip_via_draft() {
+    let client = get_kinovi_client();
+    let token = MediaFileToken::new("mf_test_juno_seedream5".to_string());
+
+    let mut map = HashMap::new();
+    map.insert(token.clone(), JUNO_AT_LAKE_IMAGE_URL.to_string());
+
+    let builder = GenerateImageRequestBuilder {
+      prompt: Some("The dog in @Image1 wearing a tiny crown in a royal palace".to_string()),
+      image_inputs: Some(ImageListRef::MediaFileTokens(vec![token])),
+      ..base_builder()
+    };
+
+    let draft_or_request = builder.build2().expect("build2");
+    let draft = match draft_or_request {
+      ImageGenerationDraftOrRequest::Draft(ImageGenerationDraftRequest::KinoviSeedream5p0Pro(d)) => d,
+      _ => panic!("expected Draft for image-input flow"),
+    };
+
+    let ctx = ImageGenerationDraftContext {
+      client: Some(&client),
+      media_file_to_artcraft_url_map: Some(&map),
+    };
+
+    let request = ImageGenerationDraftRequest::KinoviSeedream5p0Pro(draft)
+      .finalize(ctx).await.expect("finalize");
+
+    let response = request.send_request(&client).await.expect("send_request");
+    let payload = response.get_kinovi_web_payload().expect("expected kinovi_web payload");
+    println!("seedream 5.0 pro with ref — task_id={}, order_id={}", payload.task_id, payload.order_id);
+    assert!(!payload.task_id.is_empty());
+  }
+}
@@ -1,6 +1,6 @@
-use seedance2pro_client::creds::seedance2pro_session::Seedance2ProSession;
-use seedance2pro_client::requests::prepare_file_upload::prepare_file_upload::{prepare_file_upload, PrepareFileUploadArgs};
-use seedance2pro_client::requests::upload_file::upload_file::{upload_file, UploadFileArgs};
+use kinovi_web_client::creds::kinovi_web_session::KinoviWebSession;
+use kinovi_web_client::requests::prepare_file_upload::prepare_file_upload::{prepare_file_upload, PrepareFileUploadArgs};
+use kinovi_web_client::requests::upload_file::upload_file::{upload_file, UploadFileArgs};
 use url_utils::extension::extract_extension_from_url::{extract_extension_from_url_str, ExtractExtensions};

 use crate::errors::artcraft_router_error::ArtcraftRouterError;
@@ -8,14 +8,14 @@ use crate::errors::provider_error::ProviderError;
 use crate::utils::download_file::download_file;

 /// Downloads an image from a source URL and re-uploads it to the
-/// Seedance2Pro/Kinovi CDN. Returns the public URL.
+/// KinoviWeb/Kinovi CDN. Returns the public URL.
 ///
 /// This is the image-side twin of `generate_video::providers::kinovi::upload`.
 /// The actual upload path doesn't care whether the file is a video or an
 /// image, but keeping the two helpers separate lets each side evolve
 /// independently and makes intent clear at call sites.
-pub(crate) async fn upload_to_seedance2pro(
-  session: &Seedance2ProSession,
+pub(crate) async fn upload_to_kinovi_web(
+  session: &KinoviWebSession,
  source_url: &str,
 ) -> Result<String, ArtcraftRouterError> {
  let extension = extract_extension_from_url_str(source_url, &ExtractExtensions::All)
@@ -30,7 +30,7 @@ pub(crate) async fn upload_to_seedance2pro(
    host_override: None,
  })
    .await
-    .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+    .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

  let upload_response = upload_file(UploadFileArgs {
    upload_url: prepare_response.upload_url,
@@ -38,7 +38,7 @@ pub(crate) async fn upload_to_seedance2pro(
    host_override: None,
  })
    .await
-    .map_err(|err| ArtcraftRouterError::Provider(ProviderError::Seedance2Pro(err)))?;
+    .map_err(|err| ArtcraftRouterError::Provider(ProviderError::KinoviWeb(err)))?;

  Ok(upload_response.public_url)
 }
@@ -268,7 +268,7 @@ mod tests {
      for provider in [
        RouterProvider::GmiCloud,
        RouterProvider::GrokApi,
-        RouterProvider::Seedance2Pro,
+        RouterProvider::KinoviWeb,
        RouterProvider::WorldLabs,
      ] {
        let result = builder_with_url_image(provider, RouterMeshModel::Hunyuan3d3).build2();
@@ -252,7 +252,7 @@ mod tests {
        RouterProvider::Fal,
        RouterProvider::GmiCloud,
        RouterProvider::GrokApi,
-        RouterProvider::Seedance2Pro,
+        RouterProvider::KinoviWeb,
      ] {
        let result = GenerateSplatRequestBuilder {
          provider,
@@ -74,17 +74,17 @@ generate_video/
    │   ├── seedance_2p0/              ← Seedance 2.0 Pro model (skips draft, returns Request directly)
    │   │   ├── mod.rs
    │   │   ├── build.rs               ← builder → Request conversion + plan helpers
-    │   │   ├── cost.rs                ← standalone cost estimation (independent of seedance2pro_client)
+    │   │   ├── cost.rs                ← standalone cost estimation (independent of kinovi_web_client)
    │   │   └── request.rs             ← request state + send() via Artcraft multi-function API
    │   └── seedance_2p0_fast/         ← Seedance 2.0 Fast model (skips draft, 480p/720p only)
    │       ├── mod.rs
    │       ├── build.rs               ← builder → Request conversion + plan helpers (no 1080p)
    │       ├── cost.rs                ← standalone cost estimation with Fast-specific pricing
    │       └── request.rs             ← request state + send() via Artcraft omni-gen API
-    └── kinovi/                         ← Kinovi/Seedance2Pro provider
+    └── kinovi/                         ← Kinovi/KinoviWeb provider
        ├── mod.rs
        ├── resolve.rs                  ← shared: media token resolution, upload helpers
-        ├── upload.rs                   ← shared: download + re-upload to Seedance2Pro CDN
+        ├── upload.rs                   ← shared: download + re-upload to KinoviWeb CDN
        ├── seedance_2p0/              ← Seedance 2.0 Pro model
        │   ├── mod.rs
        │   ├── build.rs               ← builder → draft conversion + plan helpers
@@ -72,6 +72,8 @@ use crate::generate::generate_video::providers::fal::vidu_q3::build::build_fal_v
 use crate::generate::generate_video::providers::fal::vidu_q3_turbo::build::build_fal_vidu_q3_turbo;
 use crate::generate::generate_video::providers::kinovi::seedance_2p0_fast::build::build_kinovi_seedance_2p0_fast;
 use crate::generate::generate_video::providers::kinovi::seedance_2p0_mini::build::build_kinovi_seedance_2p0_mini;
+use crate::generate::generate_video::providers::artcraft::seedance_2p5_preview::build::build_artcraft_seedance_2p5_preview;
+use crate::generate::generate_video::providers::kinovi::seedance_2p5_preview::build::build_kinovi_seedance_2p5_preview;
 use crate::generate::generate_video::video_generation_draft_or_request::VideoGenerationDraftOrRequest;

 /// RouterProvider-agnostic video generation request. Distilled by `build2()` into a
@@ -189,6 +191,7 @@ impl GenerateVideoRequestBuilder {
      (RouterProvider::Artcraft, RouterVideoModel::Seedance2p0Mini) => build_artcraft_seedance_2p0_mini(self),
      (RouterProvider::Artcraft, RouterVideoModel::Seedance2p0BytePlusMini) => build_artcraft_seedance_2p0_bp_mini(self),
      (RouterProvider::Artcraft, RouterVideoModel::Seedance2p0BytePlusUltraMini) => build_artcraft_seedance_2p0_bpu_mini(self),
+      (RouterProvider::Artcraft, RouterVideoModel::Seedance2p5Preview) => build_artcraft_seedance_2p5_preview(self),
      (RouterProvider::Artcraft, RouterVideoModel::PreviewModel) => build_artcraft_preview_model(self),
      (RouterProvider::Artcraft, RouterVideoModel::PreviewModelFast) => build_artcraft_preview_model_fast(self),
      (RouterProvider::Artcraft, RouterVideoModel::Seedance10Lite) => build_artcraft_seedance_1p0_lite(self),
@@ -230,12 +233,13 @@ impl GenerateVideoRequestBuilder {
      (RouterProvider::GrokApi, RouterVideoModel::GrokImagineVideo) => build_grok_api_grok_imagine_video(self),
      (RouterProvider::GrokApi, RouterVideoModel::GrokImagineVideo1p5) => build_grok_api_grok_imagine_video_1p5(self),
      // Kinovi
-      (RouterProvider::Seedance2Pro, RouterVideoModel::HappyHorse1p0) => build_kinovi_happy_horse_1p0(self),
-      (RouterProvider::Seedance2Pro, RouterVideoModel::Seedance2p0) => build_kinovi_seedance_2p0(self),
-      (RouterProvider::Seedance2Pro, RouterVideoModel::Seedance2p0Fast) => build_kinovi_seedance_2p0_fast(self),
-      (RouterProvider::Seedance2Pro, RouterVideoModel::Seedance2p0Mini) => build_kinovi_seedance_2p0_mini(self),
-      (RouterProvider::Seedance2Pro, RouterVideoModel::Seedance2p0BytePlusMini) => build_kinovi_seedance_2p0_mini(self),
-      (RouterProvider::Seedance2Pro, RouterVideoModel::Seedance2p0BytePlusUltraMini) => build_kinovi_seedance_2p0_mini(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::HappyHorse1p0) => build_kinovi_happy_horse_1p0(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::Seedance2p0) => build_kinovi_seedance_2p0(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::Seedance2p0Fast) => build_kinovi_seedance_2p0_fast(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::Seedance2p0Mini) => build_kinovi_seedance_2p0_mini(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::Seedance2p0BytePlusMini) => build_kinovi_seedance_2p0_mini(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::Seedance2p0BytePlusUltraMini) => build_kinovi_seedance_2p0_mini(self),
+      (RouterProvider::KinoviWeb, RouterVideoModel::Seedance2p5Preview) => build_kinovi_seedance_2p5_preview(self),
      _ => self.unsupported_provider_and_model(),
    }
  }
@@ -10,7 +10,7 @@ pub struct ArtcraftVideoResponsePayload {
 }

 #[derive(Clone, Debug)]
-pub struct Seedance2proVideoResponsePayload {
+pub struct KinoviWebVideoResponsePayload {
  pub order_id: String,
  pub task_id: String,
  pub maybe_order_ids: Option<Vec<String>>,
@@ -58,7 +58,7 @@ pub enum GenerateVideoResponse {
  Artcraft(ArtcraftVideoResponsePayload),
  GmiCloud(GmiCloudVideoResponsePayload),
  Grok(GrokVideoResponsePayload),
-  Seedance2Pro(Seedance2proVideoResponsePayload),
+  KinoviWeb(KinoviWebVideoResponsePayload),
  Fal(FalVideoResponsePayload),
 }

@@ -70,9 +70,9 @@ impl GenerateVideoResponse {
    }
  }

-  pub fn get_seedance2pro_payload(&self) -> Option<Seedance2proVideoResponsePayload> {
+  pub fn get_kinovi_web_payload(&self) -> Option<KinoviWebVideoResponsePayload> {
    match self {
-      Self::Seedance2Pro(p) => Some(p.clone()),
+      Self::KinoviWeb(p) => Some(p.clone()),
      _ => None,
    }
  }
@@ -14,8 +14,7 @@ use crate::generate::generate_video::video_generation_request::VideoGenerationRe
 /// Same constraints as the v1 variant — xAI v1.5 still supports only 480p
 /// and 720p and no 21:9 ultra-wide. The on-wire model identifier is
 /// `grok-imagine-video-1.5`; the cost calculator in
-/// [`super::cost`] keys off that to apply the v1.5 pricing tier (with a 5%
-/// ArtCraft markup on top of the upstream rates).
+/// [`super::cost`] keys off that to apply the v1.5 pricing tier.
 pub fn build_artcraft_grok_imagine_video_1p5(
  builder: GenerateVideoRequestBuilder,
 ) -> Result<VideoGenerationDraftOrRequest, ArtcraftRouterError> {
@@ -14,10 +14,7 @@ use crate::generate::generate_video::providers::artcraft::grok_imagine_video_1p5

 // ── Markup ──
 //
-// ArtCraft adds a modest 5% markup over the underlying xAI v1.5 pricing. The
-// markup is applied at cent granularity with ceiling rounding so the final
-// charge always covers the upstream cost (we never bill the user less than
-// the cost of the API call we forwarded).
+// The markup is applied at cent granularity with ceiling rounding.
 const MARKUP_NUMERATOR: u64 = 105;
 const MARKUP_DENOMINATOR: u64 = 100;

@@ -69,8 +66,7 @@ impl ArtcraftGrokImagineVideo1p5CostState {
    // composing. The image requirement is enforced at send time (request.rs)
    // and by the generate endpoints.
    let base = self.base_cost_in_cents_for_batch();
-    // 5% markup, ceil so the user is always charged enough to cover the
-    // upstream grok cost regardless of rounding.
+    // Ceil at cent granularity.
    let usd_cents = base.saturating_mul(MARKUP_NUMERATOR).div_ceil(MARKUP_DENOMINATOR);

    Ok(VideoGenerationCostEstimate {
@@ -15,8 +15,8 @@ impl ArtcraftKling16ProCostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
-    // 5s = 52¢, 10s = 103¢.
-    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 103 } else { 52 };
+    // 5s = 57¢, 10s = 113¢.
+    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 113 } else { 57 };

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -51,11 +51,11 @@ mod tests {
  }

  #[test]
-  fn five_seconds_is_52() { assert_eq!(cost_cents(Some(5)), 52); }
+  fn five_seconds_is_57() { assert_eq!(cost_cents(Some(5)), 57); }

  #[test]
-  fn ten_seconds_is_103() { assert_eq!(cost_cents(Some(10)), 103); }
+  fn ten_seconds_is_113() { assert_eq!(cost_cents(Some(10)), 113); }

  #[test]
-  fn default_duration_is_5s_priced_at_52() { assert_eq!(cost_cents(None), 52); }
+  fn default_duration_is_5s_priced_at_57() { assert_eq!(cost_cents(None), 57); }
 }
@@ -13,7 +13,7 @@ impl ArtcraftKling21MasterCostState {

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
    // Mirrors fal_client kling_v2p1_master: 5s = $1.40, 10s = $2.80.
-    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 280 } else { 140 };
+    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 322 } else { 161 };

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -48,11 +48,11 @@ mod tests {
  }

  #[test]
-  fn five_seconds_is_140() { assert_eq!(cost_cents(Some(5)), 140); }
+  fn five_seconds_is_161() { assert_eq!(cost_cents(Some(5)), 161); }

  #[test]
-  fn ten_seconds_is_280() { assert_eq!(cost_cents(Some(10)), 280); }
+  fn ten_seconds_is_322() { assert_eq!(cost_cents(Some(10)), 322); }

  #[test]
-  fn default_duration_is_5s_priced_at_140() { assert_eq!(cost_cents(None), 140); }
+  fn default_duration_is_5s_priced_at_161() { assert_eq!(cost_cents(None), 161); }
 }
@@ -13,7 +13,7 @@ impl ArtcraftKling21ProCostState {

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
    // Mirrors fal_client kling_v2p1_pro: 5s = 45¢, 10s = 90¢.
-    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 90 } else { 45 };
+    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 104 } else { 52 };

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -48,11 +48,11 @@ mod tests {
  }

  #[test]
-  fn five_seconds_is_45() { assert_eq!(cost_cents(Some(5)), 45); }
+  fn five_seconds_is_52() { assert_eq!(cost_cents(Some(5)), 52); }

  #[test]
-  fn ten_seconds_is_90() { assert_eq!(cost_cents(Some(10)), 90); }
+  fn ten_seconds_is_104() { assert_eq!(cost_cents(Some(10)), 104); }

  #[test]
-  fn default_duration_is_5s_priced_at_45() { assert_eq!(cost_cents(None), 45); }
+  fn default_duration_is_5s_priced_at_52() { assert_eq!(cost_cents(None), 52); }
 }
@@ -13,7 +13,7 @@ impl ArtcraftKling2p5TurboProCostState {

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
    // Mirrors fal_client kling_v2p5_turbo_pro: 5s = 35¢, 10s = 70¢.
-    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 70 } else { 35 };
+    let cost_in_usd_cents: u64 = if self.is_ten_seconds { 81 } else { 41 };

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -45,11 +45,11 @@ mod tests {
  }

  #[test]
-  fn five_seconds_is_35() { assert_eq!(cost_cents(Some(5)), 35); }
+  fn five_seconds_is_41() { assert_eq!(cost_cents(Some(5)), 41); }

  #[test]
-  fn ten_seconds_is_70() { assert_eq!(cost_cents(Some(10)), 70); }
+  fn ten_seconds_is_81() { assert_eq!(cost_cents(Some(10)), 81); }

  #[test]
-  fn default_duration_is_5s_priced_at_35() { assert_eq!(cost_cents(None), 35); }
+  fn default_duration_is_5s_priced_at_41() { assert_eq!(cost_cents(None), 41); }
 }
@@ -21,10 +21,10 @@ impl ArtcraftKling2p6ProCostState {
    //   audio off: $0.07/sec → 5s=35¢, 10s=70¢
    //   audio on:  $0.14/sec → 5s=70¢, 10s=140¢
    let cost_in_usd_cents: u64 = match (self.generate_audio, self.is_ten_seconds) {
-      (false, false) => 35,
-      (false, true) => 70,
-      (true, false) => 70,
-      (true, true) => 140,
+      (false, false) => 41,
+      (false, true) => 81,
+      (true, false) => 81,
+      (true, true) => 161,
    };

    VideoGenerationCostEstimate {
@@ -58,16 +58,16 @@ mod tests {
  }

  #[test]
-  fn audio_off_5s_is_35() { assert_eq!(cost_cents(Some(5), Some(false)), 35); }
+  fn audio_off_5s_is_41() { assert_eq!(cost_cents(Some(5), Some(false)), 41); }

  #[test]
-  fn audio_off_10s_is_70() { assert_eq!(cost_cents(Some(10), Some(false)), 70); }
+  fn audio_off_10s_is_81() { assert_eq!(cost_cents(Some(10), Some(false)), 81); }

  #[test]
-  fn audio_on_5s_is_70() { assert_eq!(cost_cents(Some(5), Some(true)), 70); }
+  fn audio_on_5s_is_81() { assert_eq!(cost_cents(Some(5), Some(true)), 81); }

  #[test]
-  fn audio_on_10s_is_140() { assert_eq!(cost_cents(Some(10), Some(true)), 140); }
+  fn audio_on_10s_is_161() { assert_eq!(cost_cents(Some(10), Some(true)), 161); }

  #[test]
  fn audio_default_is_on() {
@@ -1,4 +1,8 @@
 use crate::generate::generate_video::video_generation_cost_estimate::VideoGenerationCostEstimate;
+
+// The markup is applied at cent granularity with ceiling rounding.
+const MARKUP_NUMERATOR: u64 = 115;
+const MARKUP_DENOMINATOR: u64 = 100;
 use crate::generate::generate_video::providers::artcraft::kling_3p0_pro::request::ArtcraftKling3p0ProRequestState;

 #[derive(Clone, Debug)]
@@ -17,12 +21,11 @@ impl ArtcraftKling3p0ProCostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
-    // Mirrors fal_client kling_3p0_pro:
-    //   audio off: $0.224/sec  (rate=224 in tenths-of-cents)
-    //   audio on:  $0.336/sec  (rate=336)
-    // ceiling-divided to whole cents.
+    // Base rates in tenths of a cent per second; the total is
+    // ceiling-divided to whole cents, then the markup applied.
    let rate: u64 = if self.generate_audio { 336 } else { 224 };
-    let cost_in_usd_cents = (rate * self.duration_seconds + 9) / 10;
+    let base = (rate * self.duration_seconds + 9) / 10;
+    let cost_in_usd_cents = base.saturating_mul(MARKUP_NUMERATOR).div_ceil(MARKUP_DENOMINATOR);

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -57,24 +60,24 @@ mod tests {
  #[test]
  fn audio_on_5s_is_168() {
    // rate=336, (336*5 + 9) / 10 = 1689/10 = 168.
-    assert_eq!(cost_cents(Some(5), Some(true)), 168);
+    assert_eq!(cost_cents(Some(5), Some(true)), 194);
  }

  #[test]
  fn audio_off_5s_is_112() {
    // rate=224, (224*5 + 9) / 10 = 1129/10 = 112.
-    assert_eq!(cost_cents(Some(5), Some(false)), 112);
+    assert_eq!(cost_cents(Some(5), Some(false)), 129);
  }

  #[test]
  fn audio_on_10s_is_336() {
-    assert_eq!(cost_cents(Some(10), Some(true)), 336);
+    assert_eq!(cost_cents(Some(10), Some(true)), 387);
  }

  #[test]
  fn audio_on_15s_is_504() {
    // rate=336, (336*15 + 9) / 10 = 5049/10 = 504.
-    assert_eq!(cost_cents(Some(15), Some(true)), 504);
+    assert_eq!(cost_cents(Some(15), Some(true)), 580);
  }

  #[test]
@@ -1,6 +1,10 @@
 use crate::generate::generate_video::video_generation_cost_estimate::VideoGenerationCostEstimate;
 use crate::generate::generate_video::providers::artcraft::kling_3p0_standard::request::ArtcraftKling3p0StandardRequestState;

+// The markup is applied at cent granularity with ceiling rounding.
+const MARKUP_NUMERATOR: u64 = 115;
+const MARKUP_DENOMINATOR: u64 = 100;
+
 #[derive(Clone, Debug)]
 pub struct ArtcraftKling3p0StandardCostState {
  pub duration_seconds: u64,
@@ -16,11 +20,11 @@ impl ArtcraftKling3p0StandardCostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
-    // Mirrors fal_client kling_3p0_standard:
-    //   audio off: $0.168/sec  (rate=168)
-    //   audio on:  $0.252/sec  (rate=252)
+    // Base rates in tenths of a cent per second; the total is
+    // ceiling-divided to whole cents, then the markup applied.
    let rate: u64 = if self.generate_audio { 252 } else { 168 };
-    let cost_in_usd_cents = (rate * self.duration_seconds + 9) / 10;
+    let base = (rate * self.duration_seconds + 9) / 10;
+    let cost_in_usd_cents = base.saturating_mul(MARKUP_NUMERATOR).div_ceil(MARKUP_DENOMINATOR);

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -53,26 +57,26 @@ mod tests {
  }

  #[test]
-  fn audio_on_5s_is_126() {
-    // rate=252, (252*5 + 9) / 10 = 1269/10 = 126.
-    assert_eq!(cost_cents(Some(5), Some(true)), 126);
+  fn audio_on_5s_is_145() {
+    // rate=252, base (252*5 + 9) / 10 = 126, ×115/100 ceiled = 145.
+    assert_eq!(cost_cents(Some(5), Some(true)), 145);
  }

  #[test]
-  fn audio_off_5s_is_84() {
-    // rate=168, (168*5 + 9) / 10 = 849/10 = 84.
-    assert_eq!(cost_cents(Some(5), Some(false)), 84);
+  fn audio_off_5s_is_97() {
+    // rate=168, base (168*5 + 9) / 10 = 84, ×115/100 ceiled = 97.
+    assert_eq!(cost_cents(Some(5), Some(false)), 97);
  }

  #[test]
-  fn audio_on_10s_is_252() {
-    assert_eq!(cost_cents(Some(10), Some(true)), 252);
+  fn audio_on_10s_is_290() {
+    assert_eq!(cost_cents(Some(10), Some(true)), 290);
  }

  #[test]
-  fn audio_on_15s_is_378() {
-    // (252*15 + 9) / 10 = 3789/10 = 378.
-    assert_eq!(cost_cents(Some(15), Some(true)), 378);
+  fn audio_on_15s_is_435() {
+    // base (252*15 + 9) / 10 = 378, ×115/100 ceiled = 435.
+    assert_eq!(cost_cents(Some(15), Some(true)), 435);
  }

  #[test]
@@ -29,6 +29,7 @@ pub mod seedance_2p0_bpu_fast;
 pub mod seedance_2p0_mini;
 pub mod seedance_2p0_bp_mini;
 pub mod seedance_2p0_bpu_mini;
+pub mod seedance_2p5_preview;
 pub mod sora_2;
 pub mod sora_2_pro;
 pub mod veo_2;
@@ -8,6 +8,10 @@ use fal_client::requests_old::webhook::video::text::enqueue_seedance_1p5_pro_tex
 use crate::generate::generate_video::video_generation_cost_estimate::VideoGenerationCostEstimate;
 use crate::generate::generate_video::providers::artcraft::seedance_1p5_pro::request::ArtcraftSeedance1p5ProRequestState;

+// The markup is applied at cent granularity with ceiling rounding.
+const MARKUP_NUMERATOR: u64 = 115;
+const MARKUP_DENOMINATOR: u64 = 100;
+
 #[derive(Clone, Debug)]
 pub struct ArtcraftSeedance1p5ProCostState {
  pub duration: Option<EnqueueSeedance1p5ProTextToVideoDuration>,
@@ -37,7 +41,8 @@ impl ArtcraftSeedance1p5ProCostState {
      aspect_ratio: None,
      generate_audio: self.generate_audio,
    };
-    let cost_in_usd_cents = req.calculate_cost_in_cents();
+    let base = req.calculate_cost_in_cents();
+    let cost_in_usd_cents = base.saturating_mul(MARKUP_NUMERATOR).div_ceil(MARKUP_DENOMINATOR);

    VideoGenerationCostEstimate {
      cost_in_credits: Some(cost_in_usd_cents),
@@ -96,14 +101,14 @@ mod tests {
  // Numeric literals mirror the v1 Artcraft Seedance 1.5 Pro tests we deleted:
  // resolution=None + generate_audio=None → fal client defaults (720p, audio on).
  #[test]
-  fn default_5s_is_26() { assert_eq!(cost_cents(Some(5)), 26); }
+  fn default_5s_is_30() { assert_eq!(cost_cents(Some(5)), 30); }

  #[test]
-  fn default_4s_is_26() { assert_eq!(cost_cents(Some(4)), 26); }
+  fn default_4s_is_30() { assert_eq!(cost_cents(Some(4)), 30); }

  #[test]
-  fn default_10s_is_65() { assert_eq!(cost_cents(Some(10)), 65); }
+  fn default_10s_is_75() { assert_eq!(cost_cents(Some(10)), 75); }

  #[test]
-  fn default_12s_is_78() { assert_eq!(cost_cents(Some(12)), 78); }
+  fn default_12s_is_90() { assert_eq!(cost_cents(Some(12)), 90); }
 }
@@ -8,25 +8,25 @@ use crate::generate::generate_video::video_generation_cost_estimate::VideoGenera
 //
 // ArtCraft credits: 100 credits = $1.00. Credits always equal USD cents.
 //
-// The per-second USD cost varies by resolution. We compute cents directly
-// from the upstream credit rates and their credit-package prices,
-// then set ArtCraft credits = cents.
+// The per-second USD price varies by resolution.

-/// USD cents per second by resolution, derived from upstream rates:
-///   480p:  15 upstream-credits/sec ÷ 193 upstream-credits/$1 × 100 ≈ 7.772 ¢/s
-///   720p:  40 upstream-credits/sec ÷ 250 upstream-credits/$1 × 100 = 16.0 ¢/s
-///   1080p: 90 upstream-credits/sec ÷ 193 upstream-credits/$1 × 100 ≈ 46.632 ¢/s
+/// USD cents per second by resolution.
 ///
-/// We keep these as f64 because per-second rates are fractional; rounding
-/// happens once at the end after multiplying by duration × batch.
-///
-/// NB: Derivation is historical (193 credits/$1 package). The upstream
-/// package is now 525,000 credits for $2,159.0909 (~243 credits/$1), but
-/// user pricing is intentionally kept at these 193-derived rates.
+/// Kept as f64 because per-second rates are fractional; rounding happens
+/// once at the end after multiplying by duration × batch.
 const CENTS_PER_SECOND_480P: f64 = 7.772;
 const CENTS_PER_SECOND_720P: f64 = 16.0;
 const CENTS_PER_SECOND_1080P: f64 = 46.632;

+/// USD cents per second, in hundredths of a cent, when one or more
+/// reference videos are attached. Held as integer hundredths so the math is
+/// exact; rounded up to whole cents once, after multiplying by
+/// duration × batch.
+const WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_480P: u64 = 881;
+const WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_720P: u64 = 2_205;
+const WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_1080P: u64 = 5_110;
+const WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_4K: u64 = 11_380;
+
 pub struct ArtcraftSeedance2p0CostState {
  pub resolution: CommonResolution,
  pub duration_seconds: u16,
@@ -48,6 +48,19 @@ impl ArtcraftSeedance2p0CostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
+    if self.has_video_reference {
+      let usd_cents = self.with_video_reference_usd_cents();
+      return VideoGenerationCostEstimate {
+        cost_in_credits: Some(usd_cents),
+        cost_in_usd_cents: Some(usd_cents),
+        is_free: false,
+        is_unlimited: false,
+        is_rate_limited: false,
+        has_watermark: false,
+        failures_are_refunded: None,
+      };
+    }
+
    if self.resolution == CommonResolution::FourK {
      let usd_cents = seedance_2p0_four_k_usd_cents(
        self.duration_seconds,
@@ -85,12 +98,31 @@ impl ArtcraftSeedance2p0CostState {
      failures_are_refunded: None,
    }
  }
+
+  /// Price when one or more reference videos are attached.
+  fn with_video_reference_usd_cents(&self) -> u64 {
+    let centi_cents_per_second = match self.resolution {
+      CommonResolution::FourEightyP => WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_480P,
+      CommonResolution::TenEightyP => WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_1080P,
+      CommonResolution::FourK => WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_4K,
+      // Everything else (including 720p) prices at 720p.
+      _ => WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_720P,
+    };
+
+    let seconds = self.duration_seconds as u64 * self.batch_count as u64;
+
+    // Round up to whole cents.
+    (centi_cents_per_second * seconds).div_ceil(100)
+  }
 }

 #[cfg(test)]
 mod tests {
+  use tokens::tokens::media_files::MediaFileToken;
+
  use crate::api::router_provider::RouterProvider;
  use crate::api::router_resolution::RouterResolution;
+  use crate::api::video_list_ref::VideoListRef;
  use crate::generate::generate_video::generate_video_request_builder::GenerateVideoRequestBuilder;

  // -- 720p pricing --
@@ -202,10 +234,110 @@ mod tests {

    #[test]
    fn explicit_4k_with_video_reference() {
-      assert_eq!(artcraft_4k_cents(4, 1, true), 416);
-      assert_eq!(artcraft_4k_cents(5, 1, true), 519);
-      assert_eq!(artcraft_4k_cents(10, 1, true), 1038);
-      assert_eq!(artcraft_4k_cents(15, 1, true), 1557);
+      assert_eq!(artcraft_4k_cents(4, 1, true), 456);
+      assert_eq!(artcraft_4k_cents(5, 1, true), 569);
+      assert_eq!(artcraft_4k_cents(10, 1, true), 1138);
+      assert_eq!(artcraft_4k_cents(15, 1, true), 1707);
+    }
+  }
+
+  // -- With-video-reference pricing --
+
+  mod video_reference_pricing {
+    use super::*;
+
+    #[test]
+    fn table_480p() {
+      let expected = [36, 45, 53, 62, 71, 80, 89, 97, 106, 115, 124, 133];
+      for (i, cents) in expected.iter().enumerate() {
+        let duration = (i + 4) as u16;
+        assert_eq!(
+          cost_cents_with_video_ref(Some(RouterResolution::FourEightyP), duration, 1),
+          *cents,
+          "480p {duration}s",
+        );
+      }
+    }
+
+    #[test]
+    fn table_720p() {
+      let expected = [89, 111, 133, 155, 177, 199, 221, 243, 265, 287, 309, 331];
+      for (i, cents) in expected.iter().enumerate() {
+        let duration = (i + 4) as u16;
+        assert_eq!(
+          cost_cents_with_video_ref(Some(RouterResolution::SevenTwentyP), duration, 1),
+          *cents,
+          "720p {duration}s",
+        );
+      }
+    }
+
+    #[test]
+    fn table_1080p() {
+      let expected = [205, 256, 307, 358, 409, 460, 511, 563, 614, 665, 716, 767];
+      for (i, cents) in expected.iter().enumerate() {
+        let duration = (i + 4) as u16;
+        assert_eq!(
+          cost_cents_with_video_ref(Some(RouterResolution::TenEightyP), duration, 1),
+          *cents,
+          "1080p {duration}s",
+        );
+      }
+    }
+
+    #[test]
+    fn table_4k() {
+      let expected = [456, 569, 683, 797, 911, 1025, 1138, 1252, 1366, 1480, 1594, 1707];
+      for (i, cents) in expected.iter().enumerate() {
+        let duration = (i + 4) as u16;
+        assert_eq!(
+          cost_cents_with_video_ref(Some(RouterResolution::FourK), duration, 1),
+          *cents,
+          "4K {duration}s",
+        );
+      }
+    }
+
+    /// Batches price identically to the equivalent total seconds.
+    #[test]
+    fn batch_multiplies_total_seconds() {
+      assert_eq!(
+        cost_cents_with_video_ref(Some(RouterResolution::FourEightyP), 5, 2),
+        cost_cents_with_video_ref(Some(RouterResolution::FourEightyP), 10, 1),
+      );
+      assert_eq!(
+        cost_cents_with_video_ref(Some(RouterResolution::FourK), 5, 2),
+        cost_cents_with_video_ref(Some(RouterResolution::FourK), 10, 1),
+      );
+    }
+
+    /// Image and audio references do NOT trigger the with-reference pricing —
+    /// only reference videos do. (The non-reference price is unchanged.)
+    #[test]
+    fn image_and_audio_references_price_as_no_reference() {
+      use crate::api::audio_list_ref::AudioListRef;
+      use crate::api::image_list_ref::ImageListRef;
+
+      let builder = GenerateVideoRequestBuilder {
+        provider: RouterProvider::Artcraft,
+        resolution: Some(RouterResolution::SevenTwentyP),
+        duration_seconds: Some(5),
+        video_batch_count: Some(1),
+        reference_images: Some(ImageListRef::MediaFileTokens(vec![
+          MediaFileToken::new("mf_img".to_string()),
+        ])),
+        reference_audio: Some(AudioListRef::MediaFileTokens(vec![
+          MediaFileToken::new("mf_audio".to_string()),
+        ])),
+        ..Default::default()
+      };
+      let cents = builder.build2()
+        .expect("build2 should succeed")
+        .estimate_cost()
+        .expect("estimate_cost should succeed")
+        .cost_in_usd_cents
+        .unwrap();
+      assert_eq!(cents, cost_cents(Some(RouterResolution::SevenTwentyP), 5, 1));
    }
  }

@@ -308,4 +440,28 @@ mod tests {
      .cost_in_usd_cents
      .unwrap()
  }
+
+  /// Like [`cost_cents`], with one reference video attached.
+  fn cost_cents_with_video_ref(
+    resolution: Option<RouterResolution>,
+    duration_seconds: u16,
+    video_batch_count: u16,
+  ) -> u64 {
+    let builder = GenerateVideoRequestBuilder {
+      provider: RouterProvider::Artcraft,
+      resolution,
+      duration_seconds: Some(duration_seconds),
+      video_batch_count: Some(video_batch_count),
+      reference_videos: Some(VideoListRef::MediaFileTokens(vec![
+        MediaFileToken::new("mf_ref".to_string()),
+      ])),
+      ..Default::default()
+    };
+    builder.build2()
+      .expect("build2 should succeed")
+      .estimate_cost()
+      .expect("estimate_cost should succeed")
+      .cost_in_usd_cents
+      .unwrap()
+  }
 }
@@ -25,7 +25,7 @@ impl ArtcraftSeedance2p0BytePlusMiniCostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
-    // BytePlus / BytePlus Ultra Mini share a higher-margin rate set; see
+    // BytePlus / BytePlus Ultra Mini share a rate set; see
    // seedance_common::seedance_2p0_byteplus_mini_usd_cents.
    let usd_cents = seedance_2p0_byteplus_mini_usd_cents(
      self.resolution,
@@ -58,8 +58,7 @@ mod tests {
  use crate::generate::generate_video::generate_video_request_builder::GenerateVideoRequestBuilder;
  use crate::generate::generate_video::video_generation_cost_estimate::VideoGenerationCostEstimate;

-  // Every combination, driven through the full build pipeline. These prices are
-  // the supplier's per-combo cost plus a 5% margin, rounded up to whole cents.
+  // Every combination, driven through the full build pipeline.

  mod pricing_480p {
    use super::*;
@@ -25,7 +25,7 @@ impl ArtcraftSeedance2p0BytePlusUltraMiniCostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
-    // BytePlus / BytePlus Ultra Mini share a higher-margin rate set; see
+    // BytePlus / BytePlus Ultra Mini share a rate set; see
    // seedance_common::seedance_2p0_byteplus_mini_usd_cents.
    let usd_cents = seedance_2p0_byteplus_mini_usd_cents(
      self.resolution,
@@ -58,8 +58,7 @@ mod tests {
  use crate::generate::generate_video::generate_video_request_builder::GenerateVideoRequestBuilder;
  use crate::generate::generate_video::video_generation_cost_estimate::VideoGenerationCostEstimate;

-  // Every combination, driven through the full build pipeline. These prices are
-  // the supplier's per-combo cost plus a 5% margin, rounded up to whole cents.
+  // Every combination, driven through the full build pipeline.

  mod pricing_480p {
    use super::*;
@@ -7,21 +7,22 @@ use crate::generate::generate_video::providers::artcraft::seedance_2p0_fast::req
 //
 // ArtCraft credits: 100 credits = $1.00. Credits always equal USD cents.
 //
-// The per-second USD cost varies by resolution. We derive cents from the
-// upstream credit rates and their credit-package prices, then set
-// ArtCraft credits = cents.
+// The per-second USD price varies by resolution.

-/// USD cents per second by resolution, derived from upstream Fast rates:
-///   480p:  10 upstream-credits/sec / 193 upstream-credits/$1 * 100 ~= 5.181 c/s
-///   (historical 193 credits/$1 derivation; the upstream package is now
-///   ~243 credits/$1 but user pricing is intentionally unchanged)
-///   720p:  28 upstream-credits/sec / 220 upstream-credits/$1 * 100 ~= 12.727 c/s
+/// USD cents per second by resolution.
 ///
-/// We keep these as f64 because per-second rates are fractional; rounding
-/// happens once at the end after multiplying by duration * batch.
+/// Kept as f64 because per-second rates are fractional; rounding happens
+/// once at the end after multiplying by duration * batch.
 const CENTS_PER_SECOND_480P: f64 = 5.181;
 const CENTS_PER_SECOND_720P: f64 = 12.727;

+/// USD cents per second, in hundredths of a cent, when one or more
+/// reference videos are attached. Held as integer hundredths so the math is
+/// exact; rounded up to whole cents once, after multiplying by
+/// duration * batch.
+const WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_480P: u64 = 841;
+const WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_720P: u64 = 1_560;
+
 pub struct ArtcraftSeedance2p0FastCostState {
  pub resolution: CommonResolution,
  pub duration_seconds: u16,
@@ -43,6 +44,19 @@ impl ArtcraftSeedance2p0FastCostState {
  }

  pub fn estimate_cost(&self) -> VideoGenerationCostEstimate {
+    if self.has_video_reference {
+      let usd_cents = self.with_video_reference_usd_cents();
+      return VideoGenerationCostEstimate {
+        cost_in_credits: Some(usd_cents),
+        cost_in_usd_cents: Some(usd_cents),
+        is_free: false,
+        is_unlimited: false,
+        is_rate_limited: false,
+        has_watermark: false,
+        failures_are_refunded: None,
+      };
+    }
+
    let cents_per_second = match self.resolution {
      CommonResolution::FourEightyP => CENTS_PER_SECOND_480P,
      // Everything else (including 720p and unsupported resolutions) prices at 720p.
@@ -62,13 +76,30 @@ impl ArtcraftSeedance2p0FastCostState {
      failures_are_refunded: None,
    }
  }
+
+  /// Price when one or more reference videos are attached.
+  fn with_video_reference_usd_cents(&self) -> u64 {
+    let centi_cents_per_second = match self.resolution {
+      CommonResolution::FourEightyP => WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_480P,
+      // Everything else (including 720p and unsupported resolutions) prices at 720p.
+      _ => WITH_VIDEO_REFERENCE_CENTI_CENTS_PER_SECOND_720P,
+    };
+
+    let seconds = self.duration_seconds as u64 * self.batch_count as u64;
+
+    // Round up to whole cents.
+    (centi_cents_per_second * seconds).div_ceil(100)
+  }
 }

 #[cfg(test)]
 mod tests {
+  use tokens::tokens::media_files::MediaFileToken;
+
  use crate::api::router_resolution::RouterResolution;
  use crate::api::router_video_model::RouterVideoModel;
  use crate::api::router_provider::RouterProvider;
+  use crate::api::video_list_ref::VideoListRef;
  use crate::generate::generate_video::generate_video_request_builder::GenerateVideoRequestBuilder;

  // -- 720p pricing --
@@ -128,6 +159,81 @@ mod tests {
    }
  }

+  // -- With-video-reference pricing --
+
+  mod video_reference_pricing {
+    use super::*;
+
+    #[test]
+    fn table_480p() {
+      let expected = [34, 43, 51, 59, 68, 76, 85, 93, 101, 110, 118, 127];
+      for (i, cents) in expected.iter().enumerate() {
+        let duration = (i + 4) as u16;
+        assert_eq!(
+          cost_cents_with_video_ref(Some(RouterResolution::FourEightyP), duration, 1),
+          *cents,
+          "480p {duration}s",
+        );
+      }
+    }
+
+    #[test]
+    fn table_720p() {
+      let expected = [63, 78, 94, 110, 125, 141, 156, 172, 188, 203, 219, 234];
+      for (i, cents) in expected.iter().enumerate() {
+        let duration = (i + 4) as u16;
+        assert_eq!(
+          cost_cents_with_video_ref(Some(RouterResolution::SevenTwentyP), duration, 1),
+          *cents,
+          "720p {duration}s",
+        );
+      }
+    }
+
+    /// Batches price identically to the equivalent total seconds.
+    #[test]
+    fn batch_multiplies_total_seconds() {
+      assert_eq!(
+        cost_cents_with_video_ref(Some(RouterResolution::FourEightyP), 5, 2),
+        cost_cents_with_video_ref(Some(RouterResolution::FourEightyP), 10, 1),
+      );
+      assert_eq!(
+        cost_cents_with_video_ref(Some(RouterResolution::SevenTwentyP), 5, 2),
+        cost_cents_with_video_ref(Some(RouterResolution::SevenTwentyP), 10, 1),
+      );
+    }
+
+    /// Image and audio references do NOT trigger the with-reference pricing --
+    /// only reference videos do. (The non-reference price is unchanged.)
+    #[test]
+    fn image_and_audio_references_price_as_no_reference() {
+      use crate::api::audio_list_ref::AudioListRef;
+      use crate::api::image_list_ref::ImageListRef;
+
+      let builder = GenerateVideoRequestBuilder {
+        model: RouterVideoModel::Seedance2p0Fast,
+        provider: RouterProvider::Artcraft,
+        resolution: Some(RouterResolution::SevenTwentyP),
+        duration_seconds: Some(5),
+        video_batch_count: Some(1),
+        reference_images: Some(ImageListRef::MediaFileTokens(vec![
+          MediaFileToken::new("mf_img".to_string()),
+        ])),
+        reference_audio: Some(AudioListRef::MediaFileTokens(vec![
+          MediaFileToken::new("mf_audio".to_string()),
+        ])),
+        ..Default::default()
+      };
+      let cents = builder.build2()
+        .expect("build2 should succeed")
+        .estimate_cost()
+        .expect("estimate_cost should succeed")
+        .cost_in_usd_cents
+        .unwrap();
+      assert_eq!(cents, cost_cents(Some(RouterResolution::SevenTwentyP), 5, 1));
+    }
+  }
+
  // -- Relative pricing --

  mod relative_pricing_tests {
@@ -216,4 +322,29 @@ mod tests {
      .cost_in_usd_cents
      .unwrap()
  }
+
+  /// Like [`cost_cents`], with one reference video attached.
+  fn cost_cents_with_video_ref(
+    resolution: Option<RouterResolution>,
+    duration_seconds: u16,
+    video_batch_count: u16,
+  ) -> u64 {
+    let builder = GenerateVideoRequestBuilder {
+      model: RouterVideoModel::Seedance2p0Fast,
+      provider: RouterProvider::Artcraft,
+      resolution,
+      duration_seconds: Some(duration_seconds),
+      video_batch_count: Some(video_batch_count),
+      reference_videos: Some(VideoListRef::MediaFileTokens(vec![
+        MediaFileToken::new("mf_ref".to_string()),
+      ])),
+      ..Default::default()
+    };
+    builder.build2()
+      .expect("build2 should succeed")
+      .estimate_cost()
+      .expect("estimate_cost should succeed")
+      .cost_in_usd_cents
+      .unwrap()
+  }
 }
@@ -58,8 +58,7 @@ mod tests {
  use crate::generate::generate_video::generate_video_request_builder::GenerateVideoRequestBuilder;
  use crate::generate::generate_video::video_generation_cost_estimate::VideoGenerationCostEstimate;

-  // Every combination, driven through the full build pipeline. These prices are
-  // the supplier's per-combo cost plus a 5% margin, rounded up to whole cents.
+  // Every combination, driven through the full build pipeline.

  mod pricing_480p {
    use super::*;
--- a/Show More
+++ b/Show More