Wrong answer Failures
See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one. Sort by: Response Time (avg) ↓.
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| Rank | Model | Company | Wrong answer Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #13 | GPT-5.6 Sol low | OpenAI | 4 | 1.0 | $1.244 | 19/23 | 11.1s |
| #237 | GLM 5.1 none | Z.ai | 12 | 0.6 | $0.451 | 9/23 | 11.1s |
| #243 | Beam 1.0 501B A23B max | Reflection | 6 | 0.6 | $0.799 | 12/23 | 11.1s |
| #76 | Claude Sonnet 5.5 high | Anthropic | 5 | 0.9 | $1.175 | 16/23 | 10.8s |
| #181 | Claude Opus 5 none | Anthropic | 7 | 0.7 | $2.766 | 12/23 | 10.8s |
| #323 | Gemma 4 26B A4B none | 10 | 0.5 | $0.031 | 9/23 | 10.5s | |
| #94 | Claude Haiku 5.5 high | Anthropic | 4 | 0.8 | $0.088 | 15/23 | 10.4s |
| #404 | Hunter Alpha medium | OpenRouter | 4 | 0.4 | $0.000 | 8/18 | 10.3s |
| #357 | KAT Coder AIR V2.5 low | Kwaipilot | 7 | 0.5 | $0.046 | 7/23 | 10.2s |
| #385 | Ling 2.6 Flash default | Inclusionai | 9 | 0.5 | $0.002 | 6/23 | 10.2s |
| #171 | Qwen3.5-27B none | Qwen | 11 | 0.7 | $0.116 | 10/23 | 9.98s |
| #21 | GPT-6 Astra medium | OpenAI | 3 | 0.9 | $2.707 | 20/23 | 9.90s |
| #364 | MiMo-V2.5 none | Xiaomi | 14 | 0.5 | $0.049 | 5/23 | 9.88s |
| #384 | Owl Alpha default | Openrouter | 10 | 0.5 | $0.000 | 7/21 | 9.88s |
| #51 | Claude Opus 5 low | Anthropic | 4 | 0.9 | $2.350 | 19/23 | 9.87s |