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) |
|---|---|---|---|---|---|---|---|
| #101 | Gemini 3.1 Flash Lite medium | 5.5 | 7.3 | $0.120 | 1/3 | 3.81s | |
| #90 | Gemini 3.1 Flash Lite Preview medium | 5.5 | 7.4 | $0.117 | 1/3 | 4.09s | |
| #209 | Gemma 4 26B A4B none | 3.7 | 5.6 | $0.015 | 0/3 | 4.16s | |
| #214 | Qwen3.6 27B none | Qwen | 5.5 | 5.5 | $0.116 | 1/3 | 4.16s |
| #273 | Hy3 preview none | Tencent | 2.7 | 4.0 | $0.007 | 0/3 | 4.56s |
| #167 | GPT-5.6 Luna low | OpenAI | 5.5 | 6.2 | $0.051 | 1/3 | 4.61s |
| #202 | GLM 5.1 none | Z.ai | 3.9 | 5.7 | $0.164 | 0/3 | 4.96s |
| #199 | GLM 5 none | Z.ai | 4.0 | 5.7 | $0.027 | 0/3 | 5.12s |
| #98 | Claude Sonnet 4.6 none | Anthropic | 5.5 | 7.3 | $0.661 | 1/3 | 5.19s |
| #81 | Claude Opus 5 none | Anthropic | 5.9 | 7.5 | $1.550 | 1/3 | 5.54s |
| #239 | Qwen3.5-9B none | Qwen | 3.9 | 5.1 | $0.021 | 0/3 | 5.60s |
| #97 | Gemini 3 Flash Preview low | 5.8 | 7.4 | $0.185 | 1/3 | 6.00s | |
| #232 | Dots 3 Note Preview none | Dots Studio | 4.6 | 5.2 | $0.000 | 0/3 | 6.12s |
| #13 | Gemini 3.7 Flash low | 7.6 | 9.2 | $0.104 | 2/3 | 6.20s | |
| #201 | Ling-3.0-flash none | Inclusionai | 5.5 | 5.7 | $0.004 | 1/3 | 6.39s |