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) |
|---|---|---|---|---|---|---|---|
| #325 | Hy3 preview none | Tencent | 2.7 | 4.0 | $0.007 | 0/3 | 4.56s |
| #317 | Laguna M.1 none | Poolside | 2.5 | 4.4 | $0.009 | 0/1 | 2.93s |
| #229 | Step 3.5 Flash medium | Stepfun | 2.4 | 5.9 | $0.132 | 0/2 | 258.4s |
| #341 | Jev 1.13 none | Typesafe | 2.2 | 3.2 | $0.003 | 0/2 | 598ms |
| #324 | Laguna Xs.2 medium | Poolside | 2.1 | 4.1 | $0.015 | 0/1 | 14.4s |
| #316 | Grok 4.20 Beta none | X AI | 1.8 | 4.4 | $0.087 | 0/1 | 1.14s |
| #334 | Grok 4.1 Fast none | X AI | 1.8 | 3.8 | $0.008 | 0/1 | 1.79s |
| #309 | Laguna M.1 medium | Poolside | 1.5 | 4.7 | $0.033 | 0/1 | 35.6s |
| #338 | gpt-oss-120b none | OpenAI | 1.5 | 3.7 | $0.033 | 0/1 | 9.57s |
| #323 | Grok 4.20 none | X AI | 1.1 | 4.1 | $0.057 | 0/1 | 1.22s |
| #339 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 1.1 | 3.4 | $0.000 | 0/1 | 38.1s |
| #274 | Gemini 3.1 Flash Lite Preview high | 0.0 | 5.3 | $2.310 | 0/0 | 0ms | |
| #343 | LFM2-24B-A2B none | Liquid | 0.0 | 2.2 | $0.001 | 0/0 | 0ms |