A catalog analysis of 528 AI-generated browser games reveals Claude leads with 238 mentions, Claude Code is used in 38% of games, and Three.js powers 58%. Most games were created for game jams, with Action being the dominant genre at 41%, and creators report AI writing varying amounts of code.