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: 总成本 ↑.
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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） |
|---|---|---|---|---|---|---|---|
| #174 | LongCat 2.0 medium | Meituan | 8 | 0.7 | $0.767 | 12/23 | 144.9s |
| #113 | Gemini 3.8 Flash medium | 2 | 0.8 | $0.769 | 19/23 | 16.6s | |
| #165 | LongCat 2.0 high | Meituan | 7 | 0.7 | $0.778 | 10/23 | 151.7s |
| #191 | Grok 4.6 low | X AI | 8 | 0.7 | $0.781 | 15/23 | 16.4s |
| #152 | Qwen3.6 Flash medium | Qwen | 8 | 0.7 | $0.783 | 13/23 | 45.5s |
| #329 | Ember-1 none | Fireworks | 10 | 0.5 | $0.786 | 8/23 | 22.6s |
| #301 | Trinity Large Thinking high | Arcee AI | 10 | 0.6 | $0.794 | 6/23 | 74.5s |
| #216 | GPT-5.6 Sol none | OpenAI | 10 | 0.7 | $0.795 | 12/23 | 4.61s |
| #240 | Beam 1.0 501B A23B max | Reflection | 6 | 0.6 | $0.799 | 12/23 | 11.1s |
| #229 | Qwen3.6 35B A3B medium | Qwen | 6 | 0.7 | $0.834 | 12/23 | 59.9s |
| #244 | Kimi K2.5 medium | Moonshot AI | 5 | 0.6 | $0.841 | 10/23 | 125.8s |
| #275 | Trinity Large Thinking medium | Arcee AI | 9 | 0.6 | $0.862 | 8/23 | 84.0s |
| #15 | Gemini 3 Flash Preview medium | 2 | 1.0 | $0.876 | 21/23 | 21.6s | |
| #105 | Seed-2.0-Code low | Bytedance Seed | 7 | 0.8 | $0.881 | 14/23 | 73.0s |
| #65 | Muse Spark 1.2 low | Meta | 4 | 0.9 | $0.881 | 16/23 | 11.8s |