power users

_database/sql/actions_and_analytics/artcraft/artcraft_jobs_daily_active_power_users.sql

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+-- Daily active "power users" for ArtCraft since January 1st, 2026.
+-- A "power user" is a user who created more than 10 ArtCraft inference jobs in the calendar month.
+-- This query then counts how many such power users were active on each day.
+
+SELECT
+  DATE(j.created_at) AS day,
+  COUNT(DISTINCT j.maybe_creator_user_token) AS daily_active_power_users
+FROM generic_inference_jobs j
+INNER JOIN users u ON u.token = j.maybe_creator_user_token
+INNER JOIN (
+  SELECT maybe_creator_user_token, DATE_FORMAT(created_at, '%Y-%m') AS month
+  FROM generic_inference_jobs
+  WHERE created_at >= '2026-01-01'
+    AND maybe_creator_user_token IS NOT NULL
+    AND job_type NOT IN (
+      'gpt_sovits', 'tacotron2', 'rvc_v2', 'f5_tts',
+      'so_vits_svc', 'styletts2', 'face_fusion', 'seed_vc', 'comfy_ui'
+    )
+  GROUP BY maybe_creator_user_token, month
+  HAVING COUNT(*) > 10
+) power ON power.maybe_creator_user_token = j.maybe_creator_user_token
+  AND power.month = DATE_FORMAT(j.created_at, '%Y-%m')
+WHERE j.created_at >= '2026-01-01'
+  AND j.maybe_creator_user_token IS NOT NULL
+  AND j.job_type NOT IN (
+    'gpt_sovits', 'tacotron2', 'rvc_v2', 'f5_tts',
+    'so_vits_svc', 'styletts2', 'face_fusion', 'seed_vc', 'comfy_ui'
+  )
+GROUP BY day
+ORDER BY day DESC;

_database/sql/actions_and_analytics/artcraft/artcraft_jobs_daily_active_users.sql

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+-- Daily active users for ArtCraft since January 1st, 2026.
+-- A "daily active user" is a user who created at least one ArtCraft inference job that day.
+
+SELECT
+  DATE(j.created_at) AS day,
+  COUNT(DISTINCT j.maybe_creator_user_token) AS daily_active_users
+FROM generic_inference_jobs j
+INNER JOIN users u ON u.token = j.maybe_creator_user_token
+WHERE j.created_at >= '2026-01-01'
+  AND j.maybe_creator_user_token IS NOT NULL
+  AND j.job_type NOT IN (
+    'gpt_sovits',
+    'tacotron2',
+    'rvc_v2',
+    'f5_tts',
+    'so_vits_svc',
+    'styletts2',
+    'face_fusion',
+    'seed_vc',
+    'comfy_ui'
+  )
+GROUP BY DATE(j.created_at)
+ORDER BY day DESC;
+

_database/sql/actions_and_analytics/artcraft/artcraft_jobs_monthly_active_power_users.sql

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+-- Monthly active "power users" for ArtCraft since January 1st, 2026.
+-- A "power user" is a user who created more than 10 ArtCraft inference jobs in the calendar month.
+
+SELECT
+  month,
+  COUNT(*) AS monthly_active_power_users
+FROM (
+  SELECT
+    maybe_creator_user_token,
+    DATE_FORMAT(j.created_at, '%Y-%m') AS month
+  FROM generic_inference_jobs j
+  INNER JOIN users u ON u.token = j.maybe_creator_user_token
+  WHERE j.created_at >= '2026-01-01'
+    AND j.maybe_creator_user_token IS NOT NULL
+    AND j.job_type NOT IN (
+      'gpt_sovits', 'tacotron2', 'rvc_v2', 'f5_tts',
+      'so_vits_svc', 'styletts2', 'face_fusion', 'seed_vc', 'comfy_ui'
+    )
+  GROUP BY maybe_creator_user_token, month
+  HAVING COUNT(*) > 10
+) power
+GROUP BY month
+ORDER BY month DESC;

_database/sql/actions_and_analytics/artcraft/artcraft_jobs_monthly_active_users.sql

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+-- Monthly active users for ArtCraft since January 1st, 2026.
+-- A "monthly active user" is a user who created at least one ArtCraft inference job that month.
+
+SELECT
+  DATE_FORMAT(j.created_at, '%Y-%m') AS month,
+  COUNT(DISTINCT j.maybe_creator_user_token) AS monthly_active_users
+FROM generic_inference_jobs j
+INNER JOIN users u ON u.token = j.maybe_creator_user_token
+WHERE j.created_at >= '2026-01-01'
+  AND j.maybe_creator_user_token IS NOT NULL
+  AND j.job_type NOT IN (
+    'gpt_sovits',
+    'tacotron2',
+    'rvc_v2',
+    'f5_tts',
+    'so_vits_svc',
+    'styletts2',
+    'face_fusion',
+    'seed_vc',
+    'comfy_ui'
+  )
+GROUP BY month
+ORDER BY month DESC;

_database/sql/actions_and_analytics/artcraft/artcraft_jobs_weekly_active_power_users.sql

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+-- Weekly active "power users" for ArtCraft since January 1st, 2026.
+-- A "power user" is a user who created more than 10 ArtCraft inference jobs in the calendar month.
+-- This query then counts how many such power users were active in each week.
+
+SELECT
+  DATE(DATE_SUB(j.created_at, INTERVAL WEEKDAY(j.created_at) DAY)) AS week_start,
+  COUNT(DISTINCT j.maybe_creator_user_token) AS weekly_active_power_users
+FROM generic_inference_jobs j
+INNER JOIN users u ON u.token = j.maybe_creator_user_token
+INNER JOIN (
+  SELECT maybe_creator_user_token, DATE_FORMAT(created_at, '%Y-%m') AS month
+  FROM generic_inference_jobs
+  WHERE created_at >= '2026-01-01'
+    AND maybe_creator_user_token IS NOT NULL
+    AND job_type NOT IN (
+      'gpt_sovits', 'tacotron2', 'rvc_v2', 'f5_tts',
+      'so_vits_svc', 'styletts2', 'face_fusion', 'seed_vc', 'comfy_ui'
+    )
+  GROUP BY maybe_creator_user_token, month
+  HAVING COUNT(*) > 10
+) power ON power.maybe_creator_user_token = j.maybe_creator_user_token
+  AND power.month = DATE_FORMAT(j.created_at, '%Y-%m')
+WHERE j.created_at >= '2026-01-01'
+  AND j.maybe_creator_user_token IS NOT NULL
+  AND j.job_type NOT IN (
+    'gpt_sovits', 'tacotron2', 'rvc_v2', 'f5_tts',
+    'so_vits_svc', 'styletts2', 'face_fusion', 'seed_vc', 'comfy_ui'
+  )
+GROUP BY week_start
+ORDER BY week_start DESC;

_database/sql/actions_and_analytics/artcraft/artcraft_jobs_weekly_active_users.sql

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+-- Weekly active users for ArtCraft since January 1st, 2026.
+-- A "weekly active user" is a user who created at least one ArtCraft inference job that week.
+
+SELECT
+  DATE(DATE_SUB(j.created_at, INTERVAL WEEKDAY(j.created_at) DAY)) AS week_start,
+  COUNT(DISTINCT j.maybe_creator_user_token) AS weekly_active_users
+FROM generic_inference_jobs j
+INNER JOIN users u ON u.token = j.maybe_creator_user_token
+WHERE j.created_at >= '2026-01-01'
+  AND j.maybe_creator_user_token IS NOT NULL
+  AND j.job_type NOT IN (
+    'gpt_sovits',
+    'tacotron2',
+    'rvc_v2',
+    'f5_tts',
+    'so_vits_svc',
+    'styletts2',
+    'face_fusion',
+    'seed_vc',
+    'comfy_ui'
+  )
+GROUP BY week_start
+ORDER BY week_start DESC;