Best LLMs for Game Development
The best LLM for game development is Claude Fable 5, rated 1399 on Design Arena's game-dev board for playable games and game mechanics. GPT-5.6 Sol (1384) and GLM 5.2 (1340) round out the top three.
- 1
claude-fable-5ReasoningToolsJSON+159.9 intel · $10.00/M · 64 t/s1399Elo - 2
gpt-5.6-solReasoningToolsJSON+158.9 intel · $5.00/M · 51 t/s1384Elo - 3
glm-5.2ReasoningToolsJSON51.1 intel · $0.760/M · 135 t/s1340Elo - 4claude-sonnet-5ReasoningToolsJSON+153.4 intel · $2.00/M · 80 t/s1339Elo
- 5gpt-5.5ReasoningToolsJSON+154.8 intel · $5.00/M · 1.1M ctx1339Elo
- 6claude-opus-4.7ReasoningToolsJSON+153.5 intel · $5.00/M · 1M ctx1327Elo
- 7claude-opus-4.6ReasoningToolsJSON+137.8 intel · $5.00/M · 1M ctx1324Elo
- 8
mimo-v2.5-proReasoningToolsJSON42.2 intel · $0.435/M · 65 t/s1319Elo - 9
gemini-3.5-flashReasoningToolsJSON+250.2 intel · $1.50/M · 270 t/s1315Elo - 10
qwen3.7-maxReasoningToolsJSON46.0 intel · $1.48/M · 45 t/s1314Elo - 11claude-sonnet-4.6ReasoningToolsJSON+135.9 intel · $3.00/M · 1M ctx1304Elo
- 12qwen3.7-plusReasoningToolsJSON+139.0 intel · $0.320/M · 13 t/s1302Elo
- 13glm-5-turboReasoningToolsJSON38.1 intel · $1.20/M · 203K ctx1300Elo
- 14
kimi-k2.6ReasoningToolsJSON+144.2 intel · $0.589/M · 262K ctx1294Elo - 15gpt-5.6-terraReasoningToolsJSON+155.0 intel · $1.00/M · 83 t/s1291Elo
- 16gemini-3.6-flashReasoningToolsJSON+250.1 intel · $1.50/M · 135 t/s1290Elo
- 17claude-opus-4.8ReasoningToolsJSON+155.7 intel · $5.00/M · 77 t/s1290Elo
- 18mimo-v2.5ReasoningToolsJSON+237.2 intel · $0.140/M · 83 t/s1286Elo
- 19
deepseek-v4-proReasoningToolsJSON44.3 intel · $0.435/M · 67 t/s1279Elo - 20glm-5ReasoningToolsJSON39.5 intel · $0.950/M · 205K ctx1279Elo
- 21claude-opus-4.5ReasoningToolsJSON+134.7 intel · $5.00/M · 44 t/s1275Elo
- 22Nnex-n2-proReasoningToolsVision41.0 intel · $0.250/M · 84 t/s1265Elo
- 23glm-5v-turboReasoningToolsJSON+134.5 intel · $1.20/M · 203K ctx1265Elo
- 24
minimax-m3ReasoningToolsJSON+144.4 intel · $0.300/M · 108 t/s1264Elo - 25deepseek-v4-flash-0731ReasoningToolsJSON49.9 intel · $0.090/M · 101 t/s1259Elo
How this is ranked
AI models ranked by Design Arena Elo in the game-development category — building playable games and game mechanics, judged head-to-head by humans. Games are the hardest kind of generated code to fake: the result either runs and plays or it doesn't, which makes this ranking unusually honest about a model's ability to hold state, physics and a game loop together.
Frequently asked
What is the best LLM for game development?
The best LLM for game development is Claude Fable 5, rated 1399 on Design Arena's game-dev board for playable games and game mechanics. GPT-5.6 Sol (1384) and GLM 5.2 (1340) round out the top three.
Which AI is best for making games?
The best AI model for game development is Claude Fable 5, rated 1399 on Design Arena's game-dev board for playable games and game mechanics. GPT-5.6 Sol (1384) and GLM 5.2 (1340) round out the top three.
What's a good alternative to Claude Fable 5?
GPT-5.6 Sol (1384) is the closest alternative on this metric, followed by GLM 5.2 (1340). See the full ranking above for the tradeoffs.