编程 排名
看看哪些 AI 模型在 编程 上表现最好，哪些更稳定，以及差距主要出现在哪里。 排序方式: 测试正确 ↓.
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| 排名 | 模型 | 公司 | 编程 得分 | 分数 | 总成本 | 测试正确 | 响应时间（平均） |
|---|---|---|---|---|---|---|---|
| #149 | Gemini 3.1 Flash Lite low | 5.5 | 6.6 | $0.621 | 1/3 | 1.53s | |
| #153 | Laguna XS 2.1 medium | Poolside | 5.5 | 6.5 | $0.068 | 1/3 | 70.3s |
| #154 | Hy3 preview medium | Tencent | 5.3 | 6.5 | $0.049 | 1/3 | 31.4s |
| #155 | Gemini 3.1 Flash Lite Preview none | 5.5 | 6.4 | $0.052 | 1/3 | 967ms | |
| #157 | Dots 3 Note Preview low | Dots Studio | 5.9 | 6.4 | $0.000 | 1/3 | 287.6s |
| #158 | Dots 3 Note Preview high | Dots Studio | 5.8 | 6.4 | $0.000 | 1/3 | 306.2s |
| #159 | LongCat 2.0 none | Meituan | 5.5 | 6.4 | $0.044 | 1/3 | 2.85s |
| #160 | MiMo-V2.5 medium | Xiaomi | 6.2 | 6.4 | $0.104 | 1/3 | 97.1s |
| #161 | Ling-3.0-flash high | Inclusionai | 6.7 | 6.4 | $0.021 | 1/3 | 14.9s |
| #162 | Ring-2.6-1T medium | Inclusionai | 5.3 | 6.4 | $0.102 | 1/3 | 59.6s |
| #163 | Mimo V2 PRO medium | Xiaomi | 6.0 | 6.3 | $0.333 | 1/3 | 94.2s |
| #164 | MiMo-V2-Flash medium | Xiaomi | 6.0 | 6.3 | $0.043 | 1/3 | 10.7s |
| #165 | Seed-2.0-Lite none | Bytedance Seed | 5.6 | 6.2 | $0.066 | 1/3 | 2.83s |
| #167 | GPT-5.6 Luna low | OpenAI | 5.5 | 6.2 | $0.051 | 1/3 | 4.61s |
| #169 | Gemini 3.1 Flash Lite minimal | 5.5 | 6.1 | $0.047 | 1/3 | 831ms |