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: Total Cost ↑.
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| Rank | Model | Company | Wrong answer Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #115 | Grok 4.1 Fast medium | X AI | 4 | 5.6 | $0.069 | 9/19 | 23.8s |
| #80 | Step 3.5 Flash medium | Stepfun | 4 | 6.6 | $0.070 | 11/20 | 72.5s |
| #34 | Gemini 3.1 Flash Lite medium | 7 | 7.8 | $0.071 | 13/21 | 3.23s | |
| #100 | Qwen3.6 Max Preview none | Qwen | 10 | 6.0 | $0.075 | 11/21 | 3.30s |
| #61 | GLM 5.2 none | Z.ai | 8 | 7.1 | $0.076 | 12/21 | 6.34s |
| #111 | Kimi K2.6 none | Moonshot AI | 11 | 5.8 | $0.079 | 7/21 | 13.3s |
| #70 | Qwen3.5-Flash medium | Qwen | 4 | 6.8 | $0.080 | 12/21 | 63.3s |
| #79 | GPT-5 Nano medium | OpenAI | 9 | 6.7 | $0.081 | 9/21 | 42.5s |
| #149 | Grok 4.20 Beta none | X AI | 10 | 4.7 | $0.087 | 6/18 | 1.19s |
| #127 | MiniMax M2.7 medium | Minimax | 6 | 5.2 | $0.104 | 5/21 | 38.2s |
| #51 | MiMo-V2.5-Pro medium | Xiaomi | 3 | 7.4 | $0.106 | 12/21 | 26.1s |
| #46 | GPT-5.4 Nano medium | OpenAI | 8 | 7.5 | $0.107 | 11/21 | 12.0s |
| #71 | Gemini 3.5 Flash minimal | 5 | 6.8 | $0.108 | 14/21 | 1.57s | |
| #52 | Gemini 3 Flash Preview low | 5 | 7.4 | $0.111 | 16/21 | 5.76s | |
| #112 | GPT-5.4 none | OpenAI | 13 | 5.8 | $0.122 | 7/21 | 1.42s |