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) |
|---|---|---|---|---|---|---|---|
| #24 | Gemini 3.5 Flash low | 7.8 | 8.8 | $0.449 | 2/3 | 6.71s | |
| #25 | Gemini 3.5 Flash Lite high | 8.4 | 8.8 | $0.540 | 2/3 | 16.6s | |
| #27 | Claude Opus 5 low | Anthropic | 7.8 | 8.7 | $1.121 | 2/3 | 6.70s |
| #28 | Gemini 3.6 Flash low | 7.8 | 8.7 | $0.251 | 2/3 | 6.95s | |
| #29 | Claude Opus 4.7 medium | Anthropic | 7.6 | 8.7 | $1.476 | 2/3 | 13.0s |
| #34 | Qwen3.6 Max Preview medium | Qwen | 8.8 | 8.6 | $1.132 | 2/3 | 146.5s |
| #35 | Qwen3.8 Max low | Qwen | 8.4 | 8.6 | $0.702 | 2/3 | 28.7s |
| #36 | GPT-5.4 medium | OpenAI | 8.8 | 8.5 | $1.560 | 2/3 | 44.4s |
| #37 | Grok 4.5 medium | X AI | 7.6 | 8.5 | $2.042 | 2/3 | 155.7s |
| #38 | Muse Spark 1.2 low | Meta | 8.4 | 8.4 | $0.655 | 2/3 | 10.1s |
| #39 | Grok 4.6 medium | X AI | 8.2 | 8.4 | $1.713 | 2/3 | 120.0s |
| #42 | Qwen3.8 27B high | Qwen | 8.1 | 8.4 | ~$0.287 | 2/3 | 248.6s |
| #43 | Seed 2.1 Turbo medium | Bytedance Seed | 8.2 | 8.4 | $1.951 | 2/3 | 354.9s |
| #46 | Gemini 2.5 Flash medium | 7.8 | 8.2 | $0.644 | 2/3 | 41.0s | |
| #47 | Claude Sonnet 5 medium | Anthropic | 9.0 | 8.2 | $0.922 | 2/3 | 17.3s |