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) |
|---|---|---|---|---|---|---|---|
| #149 | Qwen3.5-27B none | Qwen | 0.6 | 0.7 | $0.116 | 1/3 | 1.80s |
| #150 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 0.7 | 0.7 | $0.567 | 1/3 | 180.7s |
| #152 | Gemini 3.8 Flash low | 0.5 | 0.7 | $0.323 | 1/3 | 4.31s | |
| #153 | Claude Opus 4.8 low | Anthropic | 0.7 | 0.7 | $3.787 | 1/3 | 7.58s |
| #159 | Claude Opus 5 none | Anthropic | 0.6 | 0.7 | $2.766 | 1/3 | 5.54s |
| #161 | GLM 5.3 FlashX medium | Z.ai | 0.6 | 0.7 | $0.114 | 1/3 | 6.37s |
| #163 | MiMo-V2.5 medium | Xiaomi | 0.6 | 0.7 | $0.130 | 1/3 | 97.1s |
| #166 | Gemini 3.1 Flash Lite Preview medium | 0.5 | 0.7 | $0.158 | 1/3 | 4.09s | |
| #169 | Qwen3.5-122B-A10B medium | Qwen | 0.6 | 0.7 | $1.152 | 1/3 | 114.5s |
| #170 | Grok 4.6 low | X AI | 0.6 | 0.7 | $0.781 | 1/3 | 21.7s |
| #171 | Gemini 3 Flash Preview low | 0.6 | 0.7 | $0.254 | 1/3 | 6.00s | |
| #173 | Gemini 3.1 Flash Lite medium | 0.5 | 0.7 | $0.153 | 1/3 | 3.81s | |
| #176 | GPT-5.6 Luna low | OpenAI | 0.5 | 0.7 | $0.049 | 1/3 | 4.61s |
| #178 | Claude Opus 4.8 none | Anthropic | 0.5 | 0.7 | $2.334 | 1/3 | 3.29s |
| #179 | Kimi K2.6 medium | Moonshot AI | 0.6 | 0.7 | $1.594 | 1/3 | 214.4s |