Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #283 | Ling 3.0 Tiny medium | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 212.0s |
| #137 | Gemma 4 26B A4B medium | 2.9 | 6.8 | $0.092 | 0/3 | 272.5s | |
| #185 | Gemini 3 PRO Preview medium | 3.0 | 6.0 | $0.385 | 0/3 | 0ms | |
| #244 | DeepSeek V3.2 none | DeepSeek | 3.1 | 5.0 | $0.054 | 0/3 | 14.5s |
| #277 | Nemotron 3.5 Lightning none | NVIDIA | 3.1 | 4.0 | $0.007 | 0/3 | 1.55s |
| #198 | Nemotron 3 Super medium | NVIDIA | 3.1 | 5.7 | $0.050 | 0/3 | 147.3s |
| #245 | GPT-4o-mini none | OpenAI | 3.2 | 5.0 | $0.010 | 0/3 | 1.63s |
| #268 | GLM 4.7 Flash medium | Z.ai | 3.2 | 4.3 | $0.168 | 0/3 | 55.3s |
| #191 | Mimo V2 Omni medium | Xiaomi | 3.3 | 5.9 | $0.683 | 0/3 | 183.9s |
| #248 | Nemotron 3 Super none | NVIDIA | 3.3 | 4.8 | $0.008 | 0/3 | 2.64s |
| #254 | KAT-Coder-Air V2.5 none | Kwaipilot | 3.3 | 4.8 | $0.070 | 0/3 | 14.3s |
| #144 | Claude Opus 4.7 none | Anthropic | 3.3 | 6.6 | $0.505 | 1/1 | 2.84s |
| #183 | Grok 4.20 Beta medium | X AI | 3.3 | 6.0 | $0.750 | 1/1 | 31.4s |
| #205 | Gemini 3.1 Flash Lite high | 3.3 | 5.6 | $2.044 | 1/1 | 137.6s | |
| #253 | Grok 4.20 Multi Agent Beta medium | X AI | 3.3 | 4.8 | $5.599 | 1/1 | 27.1s |