Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #129 | Step 3.7 Flash high | Stepfun | 4.0 | 6.8 | $1.229 | 0/3 | 206.2s |
| #105 | Kimi K2.6 medium | Moonshot AI | 5.7 | 7.2 | $1.235 | 1/3 | 214.4s |
| #10 | GPT-5.5 low | OpenAI | 10.0 | 9.3 | $1.257 | 3/3 | 15.0s |
| #126 | Seed-2.0-Code high | Bytedance Seed | 6.2 | 6.9 | $1.273 | 1/3 | 266.7s |
| #31 | Muse Spark 1.2 medium | Meta | 10.0 | 8.6 | $1.339 | 3/3 | 17.5s |
| #12 | Gemini 3.1 Pro Preview medium | 7.9 | 9.2 | $1.352 | 2/3 | 40.2s | |
| #32 | Muse Spark 1.1 medium | Meta | 10.0 | 8.6 | $1.420 | 3/3 | 15.7s |
| #29 | Claude Opus 4.7 medium | Anthropic | 7.6 | 8.7 | $1.476 | 2/3 | 13.0s |
| #16 | Seed 2.1 Turbo low | Bytedance Seed | 10.0 | 9.1 | $1.546 | 3/3 | 360.8s |
| #81 | Claude Opus 5 none | Anthropic | 5.9 | 7.5 | $1.550 | 1/3 | 5.54s |
| #36 | GPT-5.4 medium | OpenAI | 8.8 | 8.5 | $1.560 | 2/3 | 44.4s |
| #15 | Claude Opus 5 medium | Anthropic | 10.0 | 9.2 | $1.586 | 3/3 | 9.56s |
| #52 | Muse Spark 1.1 high | Meta | 10.0 | 8.0 | $1.709 | 3/3 | 22.9s |
| #39 | Grok 4.6 medium | X AI | 8.2 | 8.4 | $1.713 | 2/3 | 120.0s |
| #30 | Muse Spark 1.2 high | Meta | 10.0 | 8.7 | $1.771 | 3/3 | 22.2s |