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.
Failure Reasons
| Rank | Model | Company | Wrong answer Count | Category Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #25 | Qwen3.5-27B medium | Qwen | 1 | 7.0 | 1/2 | 123.9s |
| #26 | Qwen3.7 Max none | Qwen | 1 | 6.8 | 1/2 | 1.39s |
| #27 | GPT-5.4 medium | OpenAI | 1 | 8.2 | 1/2 | 55.0s |
| #33 | Qwen3.6 Plus medium | Qwen | 1 | 4.1 | 0/2 | 201.7s |
| #34 | Gemini 3.1 Flash Lite Preview medium | 1 | 6.8 | 1/2 | 3.98s | |
| #35 | Gemini 3.1 Flash Lite medium | 1 | 6.8 | 1/2 | 3.59s | |
| #36 | Gemini 2.5 Flash medium | 1 | 6.6 | 1/2 | 54.6s | |
| #38 | Qwen3.5-122B-A10B medium | Qwen | 1 | 4.1 | 0/2 | 119.6s |
| #39 | Gemini 3 Flash Preview none | 1 | 6.8 | 1/2 | 2.19s | |
| #41 | Gemini 3.1 Flash Lite Preview low | 1 | 6.8 | 1/2 | 1.56s | |
| #42 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 1 | 5.4 | 1/2 | 137.5s |
| #43 | GPT-5.2 Chat none | OpenAI | 1 | 8.2 | 1/2 | 8.05s |
| #44 | MiMo-V2-Pro medium | Xiaomi | 1 | 7.5 | 1/2 | 94.2s |
| #45 | Grok Build 0.1 medium | X AI | 1 | 5.3 | 0/2 | 67.4s |
| #49 | Gemini 3.1 Flash Lite Preview none | 1 | 6.8 | 1/2 | 1.06s |