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) |
|---|---|---|---|---|---|---|---|
| #249 | Ring-2.6-1T none | Inclusionai | 5.3 | 4.8 | $0.026 | 1/3 | 143.8s |
| #219 | Laguna S 2.1 medium | Poolside | 5.3 | 5.4 | $0.053 | 1/3 | 159.0s |
| #225 | Laguna S 2.1 high | Poolside | 5.3 | 5.4 | $0.114 | 1/3 | 271.4s |
| #181 | Trinity Large Thinking low | Arcee AI | 5.3 | 6.0 | $0.658 | 1/3 | 344.4s |
| #175 | Inkling low | Thinkingmachines | 5.1 | 6.1 | $0.181 | 0/3 | 8.71s |
| #128 | Qwen3.6 Flash medium | Qwen | 5.0 | 6.8 | $0.741 | 0/3 | 42.9s |
| #118 | GLM 5.1 medium | Z.ai | 4.6 | 7.0 | $0.727 | 0/3 | 109.6s |
| #251 | GPT-5.4 Nano none | OpenAI | 4.6 | 4.8 | $0.041 | 0/3 | 2.22s |
| #200 | Inkling Small low | Thinkingmachines | 4.6 | 5.7 | $0.055 | 0/3 | 3.70s |
| #168 | Claude Sonnet 5 none | Anthropic | 4.6 | 6.1 | $0.548 | 0/3 | 3.67s |
| #232 | Dots 3 Note Preview none | Dots Studio | 4.6 | 5.2 | $0.000 | 0/3 | 6.12s |
| #237 | Qwen3 Coder Next none | Qwen | 4.6 | 5.1 | $0.026 | 0/3 | 2.22s |
| #194 | Seed 2.1 Turbo none | Bytedance Seed | 4.5 | 5.9 | $0.092 | 0/3 | 2.35s |
| #197 | North Mini Code medium | Cohere | 4.5 | 5.7 | $0.000 | 0/3 | 320.4s |
| #233 | Inkling none | Thinkingmachines | 4.5 | 5.2 | $0.142 | 0/3 | 1.01s |