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
| Rank | Model | Company | Wrong answer Count | Category Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #4 | Gemini 3.1 Pro Preview medium | 1 | 7.0 | 1/2 | 54.3s | |
| #36 | Gemini 2.5 Flash medium | 1 | 6.6 | 1/2 | 54.6s | |
| #60 | GLM 5V Turbo medium | Z.ai | 1 | 6.8 | 1/2 | 54.8s |
| #27 | GPT-5.4 medium | OpenAI | 1 | 8.2 | 1/2 | 55.0s |
| #55 | DeepSeek V4 Flash high | DeepSeek | 1 | 6.8 | 1/2 | 58.1s |
| #53 | MiMo-V2.5 medium | Xiaomi | 1 | 6.9 | 1/2 | 64.5s |
| #77 | Grok 4.20 medium | X AI | 2 | 4.1 | 0/2 | 65.1s |
| #45 | Grok Build 0.1 medium | X AI | 1 | 5.3 | 0/2 | 67.4s |
| #11 | GPT-5.5 medium | OpenAI | 1 | 8.2 | 1/2 | 69.7s |
| #65 | GPT-5.4 Mini medium | OpenAI | 1 | 7.5 | 1/2 | 73.3s |
| #105 | Cobuddy medium | Baidu | 1 | 4.1 | 0/2 | 79.2s |
| #44 | MiMo-V2-Pro medium | Xiaomi | 1 | 7.5 | 1/2 | 94.2s |
| #1 | Gemini 3 Flash Preview medium | 1 | 7.9 | 1/2 | 96.0s | |
| #21 | Seed-2.0-Lite medium | Bytedance Seed | 1 | 7.0 | 1/2 | 107.7s |
| #38 | Qwen3.5-122B-A10B medium | Qwen | 1 | 4.1 | 0/2 | 119.6s |