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) |
|---|---|---|---|---|---|---|---|
| #259 | Dots 3 Note Preview low | Dots Studio | 8 | 0.6 | $0.000 | 10/23 | 66.1s |
| #280 | Gemini 3.1 Flash Lite Preview none | 8 | 0.6 | $0.090 | 12/23 | 3.60s | |
| #428 | Hy3 preview none | Tencent | 8 | 0.3 | $0.007 | 4/21 | 12.9s |
| #434 | Laguna Xs.2 default | Poolside | 8 | 0.3 | $0.004 | 5/19 | 806ms |
| #443 | Decider V1.1 27B default | Perplexity | 8 | 0.3 | $0.002 | 4/12 | 320ms |
| #444 | Drex v1.5 default | Nace AI | 8 | 0.2 | $0.002 | 4/12 | 986ms |
| #445 | GPT-6 Luna Decisions default | OpenAI | 8 | 0.2 | $0.005 | 3/12 | 495ms |
| #449 | Classify-1 default | Scaledown | 8 | 0.2 | $0.008 | 3/12 | 4.58s |
| #99 | GPT-5.6 Terra high | OpenAI | 7 | 0.8 | $0.698 | 15/23 | 13.6s |
| #103 | GPT-6 Luna medium | OpenAI | 7 | 0.8 | $0.047 | 15/23 | 18.1s |
| #114 | Seed-2.0-Code low | Bytedance Seed | 7 | 0.8 | $0.881 | 14/23 | 73.0s |
| #118 | DeepSeek V4.1 Flash low | DeepSeek | 7 | 0.8 | $0.494 | 15/23 | 28.0s |
| #120 | Nemotron 3 Ultra medium | NVIDIA | 7 | 0.8 | $0.674 | 14/23 | 40.3s |
| #129 | Qwen3.7 Max none | Qwen | 7 | 0.8 | $0.451 | 16/23 | 7.85s |
| #141 | Grok 4.5 low | X AI | 7 | 0.8 | $1.345 | 16/23 | 18.1s |