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) |
|---|---|---|---|---|---|---|---|
| #93 | GPT-5 Nano medium | OpenAI | 2 | 7.0 | $0.081 | 1/3 | 41.6s |
| #47 | Grok 4.3 medium | X AI | 1 | 5.9 | $0.614 | 1/3 | 41.2s |
| #28 | Gemini 2.5 Flash medium | 1 | 7.8 | $0.379 | 2/3 | 41.0s | |
| #17 | GLM 5.2 medium | Z.ai | 1 | 8.2 | $0.179 | 2/3 | 41.0s |
| #10 | Gemini 3.1 Pro Preview medium | 1 | 7.9 | $1.054 | 2/3 | 40.2s | |
| #153 | Mistral Small 4 medium | Mistral | 3 | 4.4 | $0.068 | 0/3 | 40.0s |
| #92 | gpt-oss-120b medium | OpenAI | 2 | 5.9 | $0.013 | 1/3 | 38.4s |
| #186 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 1 | 1.1 | $0.000 | 0/1 | 38.1s |
| #127 | Owl Alpha none | Openrouter | 1 | 5.6 | $0.000 | 1/3 | 36.9s |
| #80 | Gemini 3.5 Flash none | 1 | 8.8 | $1.079 | 2/3 | 34.7s | |
| #39 | Claude Sonnet 4.6 medium | Anthropic | 1 | 5.7 | $1.418 | 1/3 | 33.3s |
| #23 | Step 3.7 Flash medium | Stepfun | 1 | 8.8 | $0.376 | 2/3 | 27.4s |
| #31 | Nemotron 3 Ultra 550b A55b medium | NVIDIA | 1 | 8.4 | $0.158 | 2/3 | 26.5s |
| #136 | Kimi K2.5 none | Moonshot AI | 2 | 5.5 | $0.027 | 1/3 | 24.6s |
| #151 | North Mini Code none | Cohere | 3 | 3.9 | $0.000 | 0/3 | 22.0s |