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) |
|---|---|---|---|---|---|---|---|
| #190 | Dots 3 Note Preview medium | Dots Studio | 4.2 | 5.9 | $0.000 | 0/3 | 309.1s |
| #275 | Ling 3.0 Tiny none | Inclusionai | 4.2 | 4.0 | $0.000 | 0/3 | 1.19s |
| #267 | Elephant Alpha none | Openrouter | 4.2 | 4.3 | $0.000 | 0/3 | 1.39s |
| #199 | GLM 5 none | Z.ai | 4.0 | 5.7 | $0.027 | 0/3 | 5.12s |
| #250 | Nemotron 3.5 Lightning low | NVIDIA | 4.0 | 4.8 | $0.140 | 0/3 | 224.4s |
| #129 | Step 3.7 Flash high | Stepfun | 4.0 | 6.8 | $1.229 | 0/3 | 206.2s |
| #179 | Qwen3.5 Plus 2026-04-20 none | Qwen | 3.9 | 6.1 | $0.122 | 0/3 | 1.69s |
| #239 | Qwen3.5-9B none | Qwen | 3.9 | 5.1 | $0.021 | 0/3 | 5.60s |
| #240 | GLM 5 Turbo none | Z.ai | 3.9 | 5.1 | $0.047 | 0/3 | 2.41s |
| #241 | North Mini Code none | Cohere | 3.9 | 5.1 | $0.000 | 0/3 | 22.0s |
| #202 | GLM 5.1 none | Z.ai | 3.9 | 5.7 | $0.164 | 0/3 | 4.96s |
| #156 | Qwen3.6 Max Preview none | Qwen | 3.8 | 6.4 | $0.228 | 0/3 | 3.12s |
| #243 | Laguna S 2.1 low | Poolside | 3.8 | 5.0 | $0.082 | 0/3 | 167.5s |
| #229 | Ling-2.6-1T none | Inclusionai | 3.8 | 5.3 | $0.016 | 0/3 | 10.6s |
| #221 | GPT-5.6 Luna none | OpenAI | 3.8 | 5.4 | $0.029 | 0/3 | 980ms |