| Action | Anthropic | OpenAI | Mistral | xAI | Kimi | MiniMax | |
|---|---|---|---|---|---|---|---|
| Planning | Claude Opus 4.6 | GPT-5.4 Pro, o3 | Gemini 3.1 Pro, Gemini 3 Deep Think | Magistral Medium | Grok 4 Heavy | Kimi K2.5, Kimi K2 Thinking | MiniMax M1 |
| Building | Claude Sonnet 4.6 | GPT-5.3-Codex | Gemini 3 Flash | Devstral 2 | Grok Code Fast 1 | Kimi K2 Instruct, Kimi-Dev | MiniMax M2.1 |
| Errors | Claude Sonnet 4.6 | GPT-5.4, o4-mini | Gemini 2.5 Pro | Devstral 2, Codestral 2 | Grok 4.1 | Kimi K2 Thinking | MiniMax M2.5 |
| Testing | Claude Sonnet 4.5 | GPT-4.1, o4-mini | Gemini 2.5 Flash | Devstral Small 2 | Grok 4.1 Fast | Kimi-Dev | MiniMax M2.1 |
Other use cases:
| Use case | Good | OK | Bad |
|---|---|---|---|
| Writing | Claude | Gemini | ChatGPT |
| Images | Nanobanana | Grok | Midjourney |
| Video | Higgsfield | Kling | Sora |
| Automation | Openclaw | Claude cowork | Make/n8n/Replit |