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: Total Cost ↑.
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| Rank | Model | Company | Coding Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #182 | Granite 4.1 8B none | IBM Granite | 4.5 | 4.0 | $0.003 | 0/3 | 775ms |
| #141 | Laguna XS 2.1 none | Poolside | 4.3 | 5.3 | $0.003 | 0/3 | 623ms |
| #113 | Gemma 4 31B none | 5.5 | 6.1 | $0.004 | 1/3 | 11.2s | |
| #138 | Gemma 4 26B A4B none | 3.7 | 5.5 | $0.004 | 0/3 | 4.16s | |
| #160 | GLM 4.7 Flash none | Z.ai | 4.3 | 4.9 | $0.004 | 0/3 | 2.54s |
| #181 | Laguna Xs.2 none | Poolside | 8.3 | 4.0 | $0.004 | 0/1 | 1.96s |
| #112 | Qwen3.5-Flash none | Qwen | 5.5 | 6.1 | $0.005 | 1/3 | 850ms |
| #166 | Ling-2.6-1T none | Inclusionai | 3.8 | 4.7 | $0.005 | 0/3 | 10.6s |
| #153 | MiMo-V2.5 none | Xiaomi | 5.5 | 5.1 | $0.006 | 1/3 | 3.24s |
| #154 | Qwen3.5-9B none | Qwen | 3.9 | 5.1 | $0.006 | 0/3 | 5.60s |
| #161 | Nemotron 3 Super none | NVIDIA | 3.3 | 4.9 | $0.006 | 0/3 | 2.64s |
| #158 | GPT-4o-mini none | OpenAI | 3.2 | 5.0 | $0.006 | 0/3 | 1.63s |
| #148 | Mistral Small 4 none | Mistral | 3.7 | 5.1 | $0.007 | 0/3 | 901ms |
| #134 | DeepSeek V4 Flash none | DeepSeek | 4.2 | 5.5 | $0.007 | 0/3 | 17.1s |
| #180 | Grok 4.1 Fast none | X AI | 1.8 | 4.0 | $0.008 | 0/1 | 1.79s |