markov-ai/gaming-500-hours

Gaming Dataset (gaming-1) — 494.7 Hours

Native PC/console gameplay screen-recordings, organized by game. Each workflow is one play session, trimmed to pure gameplay — login screens, launchers, desktop, collection-app references, and any watching/streaming are removed. In-game menus, lobbies, loading, and cutscenes are retained as part of the session.

• Workflows: 776
• Total gameplay: 494.7 hours
• Distinct games: 168
• Clip duration (min): median 24.0, p90 90.9, max 457.7
• Platforms: windows (489.3h), macos (5.3h)
• Video: 30fps CFR H.264.

Layout

{game-slug}/{workflow_id}/
  clip.mp4           # gameplay-only, 30fps CFR
  events.json        # input/app events, rebased to the clip timeline (NDJSON)
  frame_events.json  # per-frame event view (NDJSON)
  metadata.json      # workflow_id, game, category, platform, title, description, tags, total_duration_ms, event_count

Top games by hours

Game	Workflows	Hours	Share
Valorant	117	102.2	20.7%
Minecraft	75	41.3	8.3%
Grand Theft Auto V	42	34.7	7.0%
Palworld	30	28.7	5.8%
Assassins Creed Syndicate	10	17.9	3.6%
007 First Light	13	17.5	3.5%
Age of Empires	7	15.5	3.1%
Assassins Creed	11	15.2	3.1%
Forza Horizon	36	15.1	3.1%
Counter-Strike 2	20	12.2	2.5%
Asphalt 9	20	11.2	2.3%
Hitman 3	7	9.9	2.0%
Rocket League	14	7.7	1.6%
Need for Speed	11	6.9	1.4%
The Finals	8	6.3	1.3%
Road 96	2	5.6	1.1%
Pragmata	11	5.3	1.1%
Candy Crush	13	5.2	1.1%
Dota 2	13	4.8	1.0%
Farming Simulator	5	4.7	0.9%
Forza Horizon 3	5	3.8	0.8%
Wolfenstein	4	3.8	0.8%
Ghost of Tsushima	9	3.5	0.7%
PUBG/BGMI	7	3.3	0.7%
Hogwarts Legacy	4	2.8	0.6%