Wrong answer Failures
See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one.
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| Rank | Model | Company | Wrong answer Count | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #21 | GPT-6 Astra medium | OpenAI | 3 | 0.9 | $2.707 | 20/23 | 9.90s |
| #23 | GPT-5.5 low | OpenAI | 3 | 0.9 | $1.822 | 20/23 | 11.9s |
| #28 | Claude Opus 5 medium | Anthropic | 3 | 0.9 | $2.870 | 19/23 | 13.2s |
| #29 | Seed 2.1 Turbo low | Bytedance Seed | 3 | 0.9 | $1.645 | 18/23 | 161.2s |
| #40 | Muse Spark 1.3 high | Meta | 3 | 0.9 | $1.891 | 17/23 | 52.9s |
| #42 | Pareto default | Unbiased | 3 | 0.9 | $1.520 | 19/23 | 33.5s |
| #44 | Muse Wonder minimal | Meta | 3 | 0.9 | $1.639 | 17/23 | 7.72s |
| #46 | Gemini 3.5 Flash low | 3 | 0.9 | $0.752 | 19/23 | 7.85s | |
| #56 | Muse Spark 1.2 medium | Meta | 3 | 0.9 | $1.590 | 15/23 | 21.3s |
| #63 | Muse Spark Open medium | Meta | 3 | 0.9 | $1.260 | 15/23 | 77.4s |
| #68 | GPT-5.2 medium | OpenAI | 3 | 0.9 | $1.558 | 15/23 | 31.3s |
| #70 | MiMo-V2.6-Pro medium | Xiaomi | 3 | 0.9 | $0.586 | 14/23 | 148.1s |
| #75 | Claude Sonnet 5.5 xhigh | Anthropic | 3 | 0.9 | $1.516 | 16/23 | 15.0s |
| #77 | Claude Haiku 5.5 low | Anthropic | 3 | 0.9 | $0.061 | 16/23 | 7.51s |
| #79 | Grok 4.6 high | X AI | 3 | 0.9 | $2.629 | 19/23 | 87.5s |