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) |
|---|---|---|---|---|---|---|---|
| #241 | Qwen3.5-122B-A10B none | Qwen | 13 | 0.6 | $0.308 | 7/23 | 14.8s |
| #406 | Laguna M.1 medium | Poolside | 4 | 0.4 | $0.033 | 9/19 | 14.7s |
| #297 | Qwen3.7 Flash none | Qwen | 14 | 0.6 | $0.028 | 7/23 | 14.7s |
| #20 | GPT-5.6 Sol medium | OpenAI | 4 | 0.9 | $1.700 | 19/23 | 14.6s |
| #276 | Gemini 3.5 Flash none | 4 | 0.6 | $1.752 | 14/23 | 14.1s | |
| #110 | Claude Opus 4.7 medium | Anthropic | 3 | 0.8 | $3.636 | 18/23 | 14.1s |
| #161 | DeepSeek V4 Pro 0423 none | DeepSeek | 9 | 0.7 | $0.083 | 10/23 | 14.1s |
| #10 | Gemini 3.6 Flash medium | 2 | 1.0 | $0.577 | 21/23 | 14.0s | |
| #93 | GPT-5.6 Terra high | OpenAI | 7 | 0.8 | $0.698 | 15/23 | 13.6s |
| #22 | GPT-5.6 Sol high | OpenAI | 4 | 0.9 | $1.595 | 19/23 | 13.6s |
| #407 | Ling 3.0 Tiny default | Inclusionai | 13 | 0.4 | $0.000 | 2/23 | 13.4s |
| #121 | Claude Fable 5.1 high | Anthropic | 3 | 0.8 | $3.471 | 19/23 | 13.3s |
| #28 | Claude Opus 5 medium | Anthropic | 3 | 0.9 | $2.870 | 19/23 | 13.2s |
| #74 | Muse Spark 1.1 low | Meta | 5 | 0.9 | $0.885 | 14/23 | 13.2s |
| #302 | Ling 3.0 Flash high | Inclusionai | 7 | 0.6 | $0.021 | 12/23 | 13.1s |