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) |
|---|---|---|---|---|---|---|---|
| #281 | Grok 4.1 Fast none | X AI | 1.8 | 3.8 | $0.008 | 0/1 | 1.79s |
| #256 | Trinity Large Preview none | Arcee AI | 3.7 | 4.8 | $0.008 | 0/3 | 14.3s |
| #248 | Nemotron 3 Super none | NVIDIA | 3.3 | 4.8 | $0.008 | 0/3 | 2.64s |
| #266 | Laguna M.1 none | Poolside | 2.5 | 4.4 | $0.009 | 0/1 | 2.93s |
| #285 | gpt-oss-120b none | OpenAI | 1.5 | 3.7 | $0.010 | 0/1 | 9.57s |
| #245 | GPT-4o-mini none | OpenAI | 3.2 | 5.0 | $0.010 | 0/3 | 1.63s |
| #209 | Gemma 4 26B A4B none | 3.7 | 5.6 | $0.015 | 0/3 | 4.16s | |
| #272 | Laguna Xs.2 medium | Poolside | 2.1 | 4.1 | $0.015 | 0/1 | 14.4s |
| #229 | Ling-2.6-1T none | Inclusionai | 3.8 | 5.3 | $0.016 | 0/3 | 10.6s |
| #255 | GLM 4.7 Flash none | Z.ai | 4.3 | 4.8 | $0.016 | 0/3 | 2.54s |
| #178 | Gemma 4 31B none | 5.5 | 6.1 | $0.016 | 1/3 | 11.2s | |
| #182 | Gemini 2.5 Flash none | 5.5 | 6.0 | $0.017 | 1/3 | 736ms | |
| #171 | gpt-oss-120b medium | OpenAI | 5.9 | 6.1 | $0.019 | 1/3 | 38.4s |
| #172 | Qwen3.7 Flash none | Qwen | 5.5 | 6.1 | $0.019 | 1/3 | 1.55s |
| #288 | Step 3.5 Flash none | Stepfun | 9.8 | 2.3 | $0.020 | 0/1 | 0ms |