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) ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #35 | Claude Haiku 5.5 xhigh | Anthropic | 1.0 | 0.9 | $0.140 | 3/3 | 13.1s |
| #139 | DeepSeek V4 Pro 0423 none | DeepSeek | 0.6 | 0.7 | $0.083 | 1/3 | 13.4s |
| #291 | Seed-2.0-Code none | Bytedance Seed | 0.4 | 0.5 | $0.257 | 0/3 | 13.4s |
| #24 | Claude Opus 5.5 high | Anthropic | 1.0 | 0.9 | $2.133 | 3/3 | 13.4s |
| #29 | Claude Opus 5.5 medium | Anthropic | 0.8 | 0.9 | $1.804 | 2/3 | 13.5s |
| #9 | Gemini 3.7 Flash high | 1.0 | 1.0 | $0.528 | 3/3 | 13.6s | |
| #4 | GPT-6.1 Sol max | OpenAI | 1.0 | 1.0 | $1.006 | 3/3 | 13.6s |
| #116 | Grok 4.5 low | X AI | 1.0 | 0.8 | $1.345 | 3/3 | 13.7s |
| #104 | Claude Fable 5.1 high | Anthropic | 0.8 | 0.8 | $3.471 | 2/3 | 13.9s |
| #356 | KAT Coder AIR V2.5 default | Kwaipilot | 0.3 | 0.4 | $0.070 | 0/3 | 14.3s |
| #357 | Trinity Large Preview default | Arcee AI | 0.4 | 0.4 | $0.008 | 0/3 | 14.3s |
| #386 | Laguna Xs.2 medium | Poolside | 0.2 | 0.3 | $0.015 | 0/1 | 14.4s |
| #342 | DeepSeek V3.2 none | DeepSeek | 0.3 | 0.5 | $0.119 | 0/3 | 14.5s |
| #5 | GPT-6 Astra max | OpenAI | 1.0 | 1.0 | $5.044 | 3/3 | 14.6s |
| #10 | Gemini 3.6 Flash medium | 1.0 | 1.0 | $0.577 | 3/3 | 14.8s |