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) |
|---|---|---|---|---|---|---|---|
| #19 | GPT-5.6 Sol medium | OpenAI | 1.0 | 0.9 | $1.700 | 3/3 | 9.40s |
| #20 | GPT-6 Astra medium | OpenAI | 1.0 | 0.9 | $2.707 | 3/3 | 4.95s |
| #21 | GPT-5.6 Sol high | OpenAI | 1.0 | 0.9 | $1.595 | 3/3 | 12.5s |
| #22 | GPT-5.5 low | OpenAI | 1.0 | 0.9 | $1.822 | 3/3 | 15.0s |
| #23 | Claude Opus 5.5 low | Anthropic | 1.0 | 0.9 | $1.733 | 3/3 | 12.2s |
| #24 | Claude Opus 5.5 high | Anthropic | 1.0 | 0.9 | $2.133 | 3/3 | 13.4s |
| #26 | Claude Opus 5 high | Anthropic | 1.0 | 0.9 | $4.524 | 3/3 | 12.7s |
| #27 | Claude Opus 5 medium | Anthropic | 1.0 | 0.9 | $2.870 | 3/3 | 9.56s |
| #28 | Seed 2.1 Turbo low | Bytedance Seed | 1.0 | 0.9 | $1.645 | 3/3 | 360.8s |
| #31 | Claude Sonnet 5.5 max | Anthropic | 1.0 | 0.9 | $8.557 | 3/3 | 55.3s |
| #32 | Qwen3.8 MAX medium | Qwen | 1.0 | 0.9 | $1.181 | 3/3 | 41.3s |
| #33 | Qwen3.8 Max (0902) high | Qwen | 1.0 | 0.9 | $3.306 | 3/3 | 253.2s |
| #34 | GPT-5.3-Codex medium | OpenAI | 1.0 | 0.9 | $1.318 | 3/3 | 19.5s |
| #35 | Claude Haiku 5.5 xhigh | Anthropic | 1.0 | 0.9 | $0.140 | 3/3 | 13.1s |
| #36 | Muse Spark 1.3 high | Meta | 1.0 | 0.9 | $1.891 | 3/3 | 51.7s |