答案错误 失败
看看哪些 AI 模型最常遇到 答案错误，让你在选择前先发现稳定性风险。 排序方式: 失败次数 ↑.
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| 排名 | 模型 | 公司 | 答案错误 次数 | 分数 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #260 | Ling 3.1 Flash low | Inclusionai | 2 | 0.6 | $0.000 | 12/23 | 85.2s |
| #311 | Step 5 Preview low | Stepfun | 2 | 0.6 | $4.110 | 10/23 | 138.3s |
| #392 | Gemini 3.1 Flash Lite Preview high | 2 | 0.4 | $2.310 | 13/16 | 68.1s | |
| #398 | Qwen3.6 Plus Preview medium | Qwen | 2 | 0.4 | $0.000 | 9/19 | 15.2s |
| #399 | Qwen3.5-9B medium | Qwen | 2 | 0.4 | $0.106 | 3/23 | 110.2s |
| #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 |
| #62 | Muse Spark Open medium | Meta | 3 | 0.9 | $1.260 | 15/23 | 77.4s |