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) |
|---|---|---|---|---|---|---|---|
| #254 | GPT-5.4 Nano none | OpenAI | 15 | 4.8 | $0.041 | 4/22 | 2.56s |
| #77 | DeepSeek V4 Flash 0423 high | DeepSeek | 6 | 7.6 | $0.038 | 13/22 | 51.8s |
| #221 | DeepSeek V4 Flash 0423 none | DeepSeek | 13 | 5.4 | $0.036 | 4/22 | 36.2s |
| #265 | Qwen3 Coder Next medium | Qwen | 14 | 4.6 | $0.034 | 3/22 | 9.07s |
| #262 | Laguna M.1 medium | Poolside | 4 | 4.7 | $0.033 | 9/19 | 14.7s |
| #54 | DeepSeek V4 Flash 0731 low | DeepSeek | 7 | 8.0 | $0.031 | 13/22 | 77.6s |
| #264 | Mercury 2 none | Inception | 17 | 4.7 | $0.030 | 4/22 | 825ms |
| #224 | GPT-5.6 Luna none | OpenAI | 14 | 5.4 | $0.029 | 6/22 | 1.50s |
| #102 | GLM 5.3 Flash high | Z.ai | 4 | 7.3 | $0.029 | 13/22 | 25.4s |
| #202 | GLM 5 none | Z.ai | 12 | 5.7 | $0.027 | 9/21 | 4.03s |
| #252 | Ring-2.6-1T none | Inclusionai | 5 | 4.8 | $0.026 | 9/22 | 52.0s |
| #240 | Qwen3 Coder Next none | Qwen | 14 | 5.1 | $0.026 | 5/22 | 8.63s |
| #241 | MiMo-V2.5 none | Xiaomi | 14 | 5.1 | $0.025 | 5/22 | 4.68s |
| #277 | MiMo-V2-Flash none | Xiaomi | 13 | 4.0 | $0.025 | 4/21 | 2.76s |
| #267 | Laguna S 2.1 none | Poolside | 18 | 4.5 | $0.022 | 2/22 | 11.7s |