AI BENCHY Category
Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.
| Rank | Model | Company | Coding Score | Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #7 | Claude Opus 4.7 medium | Anthropic | 10.0 | 8.9 | 2/2 | 14.8s |
| #76 | Gemma 4 31B none | 6.8 | 6.7 | 1/2 | 14.8s | |
| #15 | GPT-5.3-Codex medium | OpenAI | 10.0 | 8.3 | 2/2 | 18.5s |
| #100 | Owl Alpha medium | Openrouter | 6.6 | 5.8 | 1/2 | 19.1s |
| #114 | DeepSeek V3.2 none | DeepSeek | 3.1 | 5.6 | 0/2 | 20.9s |
| #64 | GPT-5.4 Nano medium | OpenAI | 6.8 | 7.1 | 1/2 | 21.1s |
| #82 | Grok Build 0.1 none | X AI | 10.0 | 6.6 | 1/1 | 21.4s |
| #5 | Qwen3.7 Max medium | Qwen | 10.0 | 9.0 | 2/2 | 23.0s |
| #57 | GPT-5.2 medium | OpenAI | 10.0 | 7.4 | 2/2 | 23.2s |
| #87 | Grok 4.1 Fast medium | X AI | 2.3 | 6.5 | 0/1 | 23.6s |
| #131 | DeepSeek V4 Flash none | DeepSeek | 4.8 | 5.1 | 0/2 | 24.5s |
| #2 | Gemini 3.5 Flash high | 10.0 | 9.6 | 2/2 | 24.6s | |
| #81 | Grok 4.20 Multi Agent Beta medium | X AI | 10.0 | 6.6 | 1/1 | 27.1s |
| #37 | Hy3 preview low | Tencent | 10.0 | 7.7 | 1/1 | 27.9s |
| #63 | Claude Opus 4.6 medium | Anthropic | 7.2 | 7.2 | 1/2 | 29.4s |