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) |
|---|---|---|---|---|---|---|---|
| #65 | GLM 5.2 medium | Z.ai | 8.2 | 7.8 | $0.224 | 2/3 | 41.0s |
| #135 | MiMo-V2.5-Pro medium | Xiaomi | 6.2 | 6.8 | $0.221 | 1/3 | 92.1s |
| #242 | MiniMax M2.7 medium | Minimax | 5.7 | 5.0 | $0.208 | 1/3 | 101.9s |
| #91 | Qwen3.7 Max none | Qwen | 5.5 | 7.4 | $0.197 | 1/3 | 1.35s |
| #112 | Muse Glimmer 30B low | Meta | 8.1 | 7.1 | $0.187 | 2/3 | 16.5s |
| #97 | Gemini 3 Flash Preview low | 5.8 | 7.4 | $0.185 | 1/3 | 6.00s | |
| #175 | Inkling low | Thinkingmachines | 5.1 | 6.1 | $0.181 | 0/3 | 8.71s |
| #78 | GPT-5.6 Luna high | OpenAI | 5.5 | 7.6 | $0.179 | 1/3 | 15.6s |
| #268 | GLM 4.7 Flash medium | Z.ai | 3.2 | 4.3 | $0.168 | 0/3 | 55.3s |
| #202 | GLM 5.1 none | Z.ai | 3.9 | 5.7 | $0.164 | 0/3 | 4.96s |
| #234 | Nemotron 3.5 Lightning medium | NVIDIA | 4.4 | 5.1 | $0.156 | 0/3 | 285.5s |
| #7 | Gemini 3.7 Flash medium | 8.4 | 9.4 | $0.155 | 2/3 | 8.86s | |
| #138 | GLM 5.2 none | Z.ai | 3.7 | 6.7 | $0.153 | 0/3 | 7.55s |
| #228 | Seed-2.0-Code none | Bytedance Seed | 3.6 | 5.3 | $0.151 | 0/3 | 13.4s |
| #188 | Qwen3.5-35B-A3B none | Qwen | 5.5 | 5.9 | $0.142 | 1/3 | 1.39s |