Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #340 | Nemotron 3 Nano Omni 30b A3b Reasoning none | NVIDIA | 3.3 | 3.2 | $0.000 | 1/1 | 1.27s |
| #304 | KAT-Coder-Air V2.5 none | Kwaipilot | 3.3 | 4.8 | $0.070 | 0/3 | 14.3s |
| #297 | Nemotron 3 Super none | NVIDIA | 3.3 | 4.8 | $0.008 | 0/3 | 2.64s |
| #231 | Mimo V2 Omni medium | Xiaomi | 3.3 | 5.9 | $0.683 | 0/3 | 183.9s |
| #319 | GLM 4.7 Flash medium | Z.ai | 3.2 | 4.3 | $0.168 | 0/3 | 55.3s |
| #293 | GPT-4o-mini none | OpenAI | 3.2 | 5.0 | $0.010 | 0/3 | 1.63s |
| #239 | Nemotron 3 Super medium | NVIDIA | 3.1 | 5.7 | $0.054 | 0/3 | 147.3s |
| #329 | Nemotron 3.5 Lightning none | NVIDIA | 3.1 | 4.0 | $0.006 | 0/3 | 1.55s |
| #292 | DeepSeek V3.2 none | DeepSeek | 3.1 | 5.0 | $0.054 | 0/3 | 14.5s |
| #225 | Gemini 3 PRO Preview medium | 3.0 | 6.0 | $0.385 | 0/3 | 0ms | |
| #173 | Gemma 4 26B A4B medium | 2.9 | 6.8 | $0.084 | 0/3 | 272.5s | |
| #332 | Ling 3.0 Tiny high | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 177.7s |
| #333 | Ling 3.0 Tiny low | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 170.7s |
| #335 | Qwen3.5-9B medium | Qwen | 2.9 | 3.8 | $0.062 | 0/3 | 100.9s |
| #336 | Ling 3.0 Tiny medium | Inclusionai | 2.9 | 3.8 | $0.000 | 0/3 | 212.0s |