Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↓.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #68 | Qwen3.8 27B medium | Qwen | 10.0 | 7.8 | ~$0.058 | 3/3 | 40.5s |
| #72 | GLM 5 medium | Z.ai | 10.0 | 7.7 | $0.228 | 3/3 | 74.3s |
| #94 | LongCat 2.0 medium | Meituan | 10.0 | 7.4 | $0.499 | 3/3 | 455.0s |
| #144 | Claude Opus 4.7 none | Anthropic | 3.3 | 6.6 | $0.505 | 1/1 | 2.84s |
| #183 | Grok 4.20 Beta medium | X AI | 3.3 | 6.0 | $0.750 | 1/1 | 31.4s |
| #205 | Gemini 3.1 Flash Lite high | 3.3 | 5.6 | $2.044 | 1/1 | 137.6s | |
| #253 | Grok 4.20 Multi Agent Beta medium | X AI | 3.3 | 4.8 | $5.599 | 1/1 | 27.1s |
| #278 | Grok Build 0.1 none | X AI | 3.3 | 4.0 | $0.547 | 1/1 | 21.4s |
| #287 | Nemotron 3 Nano Omni 30b A3b Reasoning none | NVIDIA | 3.3 | 3.2 | $0.000 | 1/1 | 1.27s |
| #5 | Gemini 3 Flash Preview medium | 8.6 | 9.5 | $0.763 | 2/3 | 84.4s | |
| #7 | Gemini 3.7 Flash medium | 8.4 | 9.4 | $0.155 | 2/3 | 8.86s | |
| #12 | Gemini 3.1 Pro Preview medium | 7.9 | 9.2 | $1.352 | 2/3 | 40.2s | |
| #13 | Gemini 3.7 Flash low | 7.6 | 9.2 | $0.104 | 2/3 | 6.20s | |
| #18 | Gemini 3.5 Flash medium | 7.9 | 9.0 | $0.665 | 2/3 | 12.6s | |
| #19 | GPT-5.5 medium | OpenAI | 8.8 | 9.0 | $4.163 | 2/3 | 59.8s |