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) |
|---|---|---|---|---|---|---|---|
| #100 | Qwen3.6 Max Preview none | Qwen | 10 | 6.0 | $0.075 | 11/21 | 3.30s |
| #34 | Gemini 3.1 Flash Lite medium | 7 | 7.8 | $0.071 | 13/21 | 3.23s | |
| #80 | Step 3.5 Flash medium | Stepfun | 4 | 6.6 | $0.070 | 11/20 | 72.5s |
| #115 | Grok 4.1 Fast medium | X AI | 4 | 5.6 | $0.069 | 9/19 | 23.8s |
| #32 | Gemini 3.1 Flash Lite Preview medium | 7 | 7.8 | $0.068 | 13/21 | 3.96s | |
| #133 | Mistral Small 4 medium | Mistral | 12 | 5.1 | $0.068 | 5/21 | 9.40s |
| #76 | MiMo-V2.5 medium | Xiaomi | 5 | 6.7 | $0.063 | 12/21 | 27.1s |
| #74 | Hy3 preview high | Tencent | 3 | 6.8 | $0.059 | 11/21 | 56.6s |
| #116 | GLM 5.1 none | Z.ai | 13 | 5.6 | $0.058 | 7/21 | 4.10s |
| #44 | Mercury 2 medium | Inception | 8 | 7.5 | $0.058 | 10/21 | 2.24s |
| #155 | Grok 4.20 none | X AI | 10 | 4.4 | $0.057 | 6/18 | 1.11s |
| #68 | Qwen3.7 Max none | Qwen | 7 | 6.9 | $0.054 | 14/21 | 1.30s |
| #157 | GLM 4.7 Flash medium | Z.ai | 9 | 4.3 | $0.054 | 4/21 | 35.1s |
| #105 | GLM 5V Turbo none | Z.ai | 11 | 5.9 | $0.052 | 8/21 | 2.99s |
| #123 | GLM 5 Turbo none | Z.ai | 13 | 5.3 | $0.047 | 6/21 | 2.82s |