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: Tests Correct ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #127 | Owl Alpha none | Openrouter | 1 | 5.6 | $0.000 | 1/3 | 36.9s |
| #128 | Kimi K2.6 none | Moonshot AI | 1 | 5.5 | $0.078 | 1/3 | 82.6s |
| #129 | GPT-5.4 none | OpenAI | 2 | 5.5 | $0.122 | 1/3 | 1.62s |
| #136 | Kimi K2.5 none | Moonshot AI | 2 | 5.5 | $0.027 | 1/3 | 24.6s |
| #138 | Qwen3.6 27B none | Qwen | 2 | 5.5 | $0.025 | 1/3 | 4.16s |
| #144 | GPT-5.4 Mini none | OpenAI | 2 | 5.5 | $0.038 | 1/3 | 913ms |
| #148 | Qwen3.6 35B A3B none | Qwen | 2 | 5.5 | $0.031 | 1/3 | 8.77s |
| #154 | MiMo-V2.5 none | Xiaomi | 2 | 5.5 | $0.006 | 1/3 | 3.24s |
| #2 | Gemini 3 Flash Preview medium | 1 | 8.6 | $0.667 | 2/3 | 84.4s | |
| #8 | Gemini 3.5 Flash low | 1 | 7.8 | $0.349 | 2/3 | 6.71s | |
| #10 | Gemini 3.1 Pro Preview medium | 1 | 7.9 | $1.054 | 2/3 | 40.2s | |
| #12 | GPT-5.5 medium | OpenAI | 1 | 8.8 | $3.679 | 2/3 | 59.8s |
| #14 | Qwen3.6 Max Preview medium | Qwen | 1 | 8.8 | $0.960 | 2/3 | 146.5s |
| #16 | Claude Opus 4.7 medium | Anthropic | 1 | 7.6 | $0.679 | 2/3 | 13.0s |
| #17 | GLM 5.2 medium | Z.ai | 1 | 8.2 | $0.179 | 2/3 | 41.0s |