Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #365 | Qwen3.5-9B medium | Qwen | 0.3 | 0.4 | $0.106 | 0/3 | 100.9s |
| #343 | Laguna S 2.1 low | Poolside | 0.4 | 0.5 | $0.108 | 0/3 | 167.5s |
| #337 | Granite 4.2 8B high | IBM Granite | 0.4 | 0.5 | $0.111 | 0/3 | 515.3s |
| #255 | Inkling Small medium | Thinkingmachines | 0.8 | 0.6 | $0.113 | 2/3 | 10.5s |
| #161 | GLM 5.3 FlashX medium | Z.ai | 0.6 | 0.7 | $0.114 | 1/3 | 6.37s |
| #256 | Seed-2.0-Lite none | Bytedance Seed | 0.6 | 0.6 | $0.114 | 1/3 | 2.83s |
| #149 | Qwen3.5-27B none | Qwen | 0.6 | 0.7 | $0.116 | 1/3 | 1.80s |
| #96 | GPT-5.6 Luna high | OpenAI | 0.5 | 0.8 | $0.118 | 1/3 | 15.6s |
| #339 | DeepSeek V3.2 none | DeepSeek | 0.3 | 0.5 | $0.119 | 0/3 | 14.5s |
| #280 | Qwen3.5-35B-A3B none | Qwen | 0.5 | 0.6 | $0.120 | 1/3 | 1.39s |
| #201 | Mercury 2 medium | Inception | 0.8 | 0.7 | $0.121 | 2/3 | 2.04s |
| #309 | Mistral Small 4 medium | Mistral | 0.4 | 0.5 | $0.126 | 0/3 | 40.0s |
| #163 | MiMo-V2.5 medium | Xiaomi | 0.6 | 0.7 | $0.130 | 1/3 | 97.1s |
| #313 | MiMo-V2.5-Pro none | Xiaomi | 0.4 | 0.5 | $0.135 | 0/3 | 1.41s |
| #331 | Hy3 preview high | Tencent | 0.5 | 0.5 | $0.135 | 1/3 | 99.8s |