Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Metric ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #120 | Mercury 2 medium | Inception | 8.2 | 7.0 | $0.094 | 2/3 | 2.04s |
| #77 | GLM 5 Turbo medium | Z.ai | 8.2 | 7.6 | $0.323 | 2/3 | 45.9s |
| #39 | Grok 4.6 medium | X AI | 8.2 | 8.4 | $1.713 | 2/3 | 120.0s |
| #43 | Seed 2.1 Turbo medium | Bytedance Seed | 8.2 | 8.4 | $1.951 | 2/3 | 354.9s |
| #65 | GLM 5.2 medium | Z.ai | 8.2 | 7.8 | $0.224 | 2/3 | 41.0s |
| #113 | Step 3.7 Flash low | Stepfun | 8.2 | 7.1 | $0.390 | 2/3 | 9.46s |
| #71 | Qwen3.7 Flash high | Qwen | 8.2 | 7.8 | $0.052 | 2/3 | 58.8s |
| #284 | Laguna Xs.2 none | Poolside | 8.3 | 3.8 | $0.004 | 0/1 | 1.96s |
| #7 | Gemini 3.7 Flash medium | 8.4 | 9.4 | $0.155 | 2/3 | 8.86s | |
| #25 | Gemini 3.5 Flash Lite high | 8.4 | 8.8 | $0.540 | 2/3 | 16.6s | |
| #35 | Qwen3.8 Max low | Qwen | 8.4 | 8.6 | $0.702 | 2/3 | 28.7s |
| #38 | Muse Spark 1.2 low | Meta | 8.4 | 8.4 | $0.655 | 2/3 | 10.1s |
| #80 | Nemotron 3 Ultra medium | NVIDIA | 8.4 | 7.6 | $0.780 | 2/3 | 26.5s |
| #88 | GPT-5.4 Mini medium | OpenAI | 8.4 | 7.5 | $0.786 | 2/3 | 57.9s |
| #56 | Inkling medium | Thinkingmachines | 8.4 | 8.0 | $0.377 | 2/3 | 25.2s |