AI BENCHY Failures
Wrong answer Failures
See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one. Sort by: Failure Count ↑.
Categories
| Rank | Model | Company | Wrong answer Count | Score | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|
| #36 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 8 | 7.6 | 13/21 | 46.4s |
| #39 | Qwen3.6 Flash medium | Qwen | 8 | 7.5 | 12/21 | 19.2s |
| #48 | Gemini 3 Flash Preview none | 8 | 7.4 | 13/21 | 1.65s | |
| #57 | Step 3.7 Flash low | Stepfun | 8 | 7.3 | 12/21 | 15.7s |
| #70 | GPT-5.4 Nano medium | OpenAI | 8 | 7.0 | 11/21 | 12.0s |
| #81 | Mercury 2 medium | Inception | 8 | 6.6 | 10/21 | 2.24s |
| #85 | Gemma 4 31B none | 8 | 6.5 | 10/21 | 4.05s | |
| #87 | Gemini 3.1 Flash Lite minimal | 8 | 6.4 | 10/21 | 1.33s | |
| #126 | gpt-oss-120b none | OpenAI | 8 | 5.4 | 6/19 | 21.6s |
| #146 | Laguna Xs.2 none | Poolside | 8 | 4.8 | 5/19 | 806ms |
| #156 | Hy3 preview none | Tencent | 8 | 4.4 | 4/21 | 12.9s |
| #61 | Gemini 3.1 Flash Lite low | 9 | 7.2 | 12/21 | 1.89s | |
| #94 | GPT-5 Nano medium | OpenAI | 9 | 6.3 | 9/21 | 42.5s |
| #99 | gpt-oss-120b medium | OpenAI | 9 | 6.1 | 9/21 | 22.3s |
| #116 | Hunter Alpha none | OpenRouter | 9 | 5.7 | 6/18 | 4.70s |