AI BENCHY Category Failures
Coding: Wrong answer
Coding
Wrong answer
See which AI models are most likely to hit Wrong answer on Coding, so you can spot weak points faster. Sort by: Response Time (avg) ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #20 | GPT-5.4 medium | OpenAI | 1 | 8.8 | $1.210 | 2/3 | 44.4s |
| #27 | DeepSeek V4 Flash high | DeepSeek | 1 | 7.8 | $0.027 | 2/3 | 50.6s |
| #33 | GPT-5.4 Mini medium | OpenAI | 1 | 8.4 | $0.526 | 2/3 | 57.9s |
| #84 | Qwen3.5-Flash medium | Qwen | 2 | 3.7 | $0.080 | 0/3 | 58.9s |
| #12 | GPT-5.5 medium | OpenAI | 1 | 8.8 | $3.679 | 2/3 | 59.8s |
| #69 | GLM 5V Turbo medium | Z.ai | 2 | 6.0 | $0.457 | 1/3 | 63.4s |
| #78 | Laguna XS 2.1 medium | Poolside | 2 | 5.5 | $0.036 | 1/3 | 70.3s |
| #160 | Cobuddy medium | Baidu | 1 | 3.7 | $0.000 | 0/3 | 79.2s |
| #128 | Kimi K2.6 none | Moonshot AI | 1 | 5.5 | $0.078 | 1/3 | 82.6s |
| #2 | Gemini 3 Flash Preview medium | 1 | 8.6 | $0.667 | 2/3 | 84.4s | |
| #91 | Mimo V2 PRO medium | Xiaomi | 1 | 6.0 | $0.333 | 1/3 | 94.2s |
| #90 | MiMo-V2.5 medium | Xiaomi | 2 | 6.2 | $0.061 | 1/3 | 97.1s |
| #54 | Grok Build 0.1 medium | X AI | 1 | 5.7 | $0.927 | 1/3 | 108.5s |
| #30 | Qwen3.7 Plus medium | Qwen | 1 | 6.1 | $0.177 | 1/3 | 108.6s |
| #66 | Grok 4.20 medium | X AI | 2 | 6.3 | $0.609 | 1/3 | 109.9s |