Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #8 | GPT-5.6 Sol medium | OpenAI | 10.0 | 9.4 | $0.723 | 3/3 | 9.40s |
| #9 | GPT-5.6 Sol high | OpenAI | 10.0 | 9.4 | $0.629 | 3/3 | 12.5s |
| #10 | GPT-5.5 low | OpenAI | 10.0 | 9.3 | $1.257 | 3/3 | 15.0s |
| #11 | Grok 4.6 high | X AI | 10.0 | 9.3 | $1.908 | 3/3 | 102.2s |
| #14 | Claude Opus 5 high | Anthropic | 10.0 | 9.2 | $3.070 | 3/3 | 12.7s |
| #15 | Claude Opus 5 medium | Anthropic | 10.0 | 9.2 | $1.586 | 3/3 | 9.56s |
| #16 | Seed 2.1 Turbo low | Bytedance Seed | 10.0 | 9.1 | $1.546 | 3/3 | 360.8s |
| #17 | Qwen3.7 Max medium | Qwen | 10.0 | 9.1 | $1.157 | 3/3 | 35.3s |
| #20 | Qwen3.8 Max medium | Qwen | 10.0 | 9.0 | $0.771 | 3/3 | 41.3s |
| #21 | Grok 4.5 high | X AI | 10.0 | 9.0 | $2.252 | 3/3 | 155.2s |
| #22 | GPT-5.3-Codex medium | OpenAI | 10.0 | 8.9 | $0.988 | 3/3 | 19.5s |
| #23 | Seed 2.1 Turbo high | Bytedance Seed | 10.0 | 8.9 | $1.797 | 3/3 | 336.0s |
| #26 | Claude Opus 4.8 medium | Anthropic | 10.0 | 8.8 | $1.983 | 3/3 | 15.3s |
| #30 | Muse Spark 1.2 high | Meta | 10.0 | 8.7 | $1.771 | 3/3 | 22.2s |
| #31 | Muse Spark 1.2 medium | Meta | 10.0 | 8.6 | $1.339 | 3/3 | 17.5s |