AI BENCHY Category
Coding Ranking
See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #70 | Claude Opus 4.8 none | Anthropic | 5.5 | 7.2 | $0.539 | 1/3 | 3.29s |
| #132 | Claude Sonnet 5 none | Anthropic | 4.6 | 5.7 | $0.287 | 0/3 | 3.67s |
| #43 | Gemini 3.1 Flash Lite medium | 5.5 | 7.8 | $0.071 | 1/3 | 3.81s | |
| #41 | Gemini 3.1 Flash Lite Preview medium | 5.5 | 7.8 | $0.068 | 1/3 | 4.09s | |
| #139 | Gemma 4 26B A4B none | 3.7 | 5.5 | $0.004 | 0/3 | 4.16s | |
| #138 | Qwen3.6 27B none | Qwen | 5.5 | 5.5 | $0.025 | 1/3 | 4.16s |
| #178 | Hy3 preview none | Tencent | 2.7 | 4.3 | $0.003 | 0/3 | 4.56s |
| #108 | GPT-5.6 Luna low | OpenAI | 5.5 | 6.2 | $0.141 | 1/3 | 4.61s |
| #134 | GLM 5.1 none | Z.ai | 3.9 | 5.6 | $0.057 | 0/3 | 4.96s |
| #118 | GLM 5 none | Z.ai | 4.0 | 6.0 | $0.027 | 0/3 | 5.12s |
| #68 | Claude Sonnet 4.6 none | Anthropic | 5.5 | 7.3 | $0.316 | 1/3 | 5.19s |
| #155 | Qwen3.5-9B none | Qwen | 3.9 | 5.1 | $0.006 | 0/3 | 5.60s |
| #65 | Gemini 3 Flash Preview low | 5.8 | 7.4 | $0.111 | 1/3 | 6.00s | |
| #8 | Gemini 3.5 Flash low | 7.8 | 9.2 | $0.349 | 2/3 | 6.71s | |
| #38 | GPT-5.6 Terra medium | OpenAI | 6.1 | 7.8 | $0.496 | 1/3 | 7.19s |