AI BENCHY 失败分析
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 ↑.
| 排名 | 模型 | 公司 | 答案错误 次数 | 分数 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|
| #2 | Gemini 3.1 Pro Preview medium | 1 | 9.6 | 17/18 | 16.0s | |
| #3 | Claude Opus 4.7 medium | Anthropic | 1 | 9.2 | 16/18 | 3.53s |
| #10 | Qwen3.5-27B medium | Qwen | 1 | 8.4 | 13/18 | 53.0s |
| #14 | Gemma 4 31B medium | 1 | 8.3 | 13/18 | 24.9s | |
| #32 | Qwen3.5-Flash medium | Qwen | 1 | 7.8 | 11/18 | 66.7s |
| #97 | Qwen3.5-9B medium | Qwen | 1 | 4.4 | 3/18 | 73.6s |
| #4 | Claude Opus 4.7 none | Anthropic | 2 | 9.2 | 16/18 | 3.13s |
| #8 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 2 | 8.5 | 14/18 | 46.6s |
| #13 | GLM 5 medium | Z.ai | 2 | 8.4 | 13/18 | 23.3s |
| #24 | Gemma 4 26B A4B medium | 2 | 8.0 | 13/18 | 25.0s | |
| #26 | Claude Sonnet 4.6 medium | Anthropic | 2 | 8.0 | 13/18 | 12.7s |
| #34 | Kimi K2.6 medium | Moonshot AI | 2 | 7.7 | 11/18 | 45.2s |
| #37 | Claude Opus 4.6 medium | Anthropic | 2 | 7.6 | 12/18 | 21.1s |
| #39 | Seed-2.0-Mini medium | Bytedance Seed | 2 | 7.5 | 11/18 | 69.7s |
| #40 | GPT-5.2 medium | OpenAI | 2 | 7.5 | 11/18 | 14.0s |