Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #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 |
| #32 | Muse Spark 1.1 medium | Meta | 10.0 | 8.6 | $1.420 | 3/3 | 15.7s |
| #33 | Claude Fable 5 medium | Anthropic | 10.0 | 8.6 | $3.004 | 3/3 | 15.6s |
| #40 | Grok 4.5 low | X AI | 10.0 | 8.4 | $0.945 | 3/3 | 13.7s |
| #41 | GPT-5.2 medium | OpenAI | 10.0 | 8.4 | $1.182 | 3/3 | 22.7s |
| #44 | Inkling Small high | Thinkingmachines | 10.0 | 8.4 | $0.398 | 3/3 | 93.2s |
| #45 | Muse Spark 1.1 low | Meta | 10.0 | 8.3 | $0.673 | 3/3 | 10.3s |
| #49 | GPT-5 Mini medium | OpenAI | 10.0 | 8.1 | $0.241 | 3/3 | 27.6s |
| #50 | Muse Glimmer 30B xhigh | Meta | 10.0 | 8.1 | $0.635 | 3/3 | 105.9s |
| #52 | Muse Spark 1.1 high | Meta | 10.0 | 8.0 | $1.709 | 3/3 | 22.9s |