Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #209 | GLM 5.1 none | Z.ai | 0.4 | 0.6 | $0.451 | 0/3 | 4.96s |
| #279 | GLM 5 none | Z.ai | 0.4 | 0.6 | $0.140 | 0/3 | 5.12s |
| #12 | GPT-6.1 Sol high | OpenAI | 1.0 | 1.0 | $0.755 | 3/3 | 5.18s |
| #252 | Claude Sonnet 4.6 none | Anthropic | 0.5 | 0.6 | $0.661 | 1/3 | 5.19s |
| #253 | GLM 5.3 FlashX low | Z.ai | 0.5 | 0.6 | $0.157 | 1/3 | 5.45s |
| #159 | Claude Opus 5 none | Anthropic | 0.6 | 0.7 | $2.766 | 1/3 | 5.54s |
| #328 | Qwen3.5-9B none | Qwen | 0.4 | 0.5 | $0.041 | 0/3 | 5.60s |
| #177 | Claude Sonnet 5.5 low | Anthropic | 0.3 | 0.7 | $0.909 | 0/3 | 5.81s |
| #7 | GPT-6 Astra high | OpenAI | 1.0 | 1.0 | $4.458 | 3/3 | 5.86s |
| #171 | Gemini 3 Flash Preview low | 0.6 | 0.7 | $0.254 | 1/3 | 6.00s | |
| #204 | Claude Sonnet 5.5 medium | Anthropic | 0.3 | 0.7 | $1.100 | 0/3 | 6.07s |
| #318 | Dots 3 Note Preview default | Dots Studio | 0.5 | 0.5 | $0.000 | 0/3 | 6.12s |
| #206 | Mercury 2.5 Preview high | Inception | 0.7 | 0.6 | $0.040 | 1/3 | 6.13s |
| #25 | Gemini 3.7 Flash low | 0.8 | 0.9 | $0.183 | 2/3 | 6.20s | |
| #161 | GLM 5.3 FlashX medium | Z.ai | 0.6 | 0.7 | $0.114 | 1/3 | 6.37s |