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。
226/226
筛选模型
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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） |
|---|---|---|---|---|---|---|---|
| #188 | DeepSeek V3.2 none | DeepSeek | 3.1 | 5.0 | $0.054 | 0/3 | 14.5s |
| #144 | Gemini 3 PRO Preview medium | 3.0 | 6.0 | $0.385 | 0/3 | 0ms | |
| #104 | Gemma 4 26B A4B medium | 2.9 | 6.6 | $0.096 | 0/3 | 272.5s | |
| #220 | Qwen3.5-9B medium | Qwen | 2.9 | 3.8 | $0.036 | 0/3 | 100.9s |
| #215 | Hy3 preview none | Tencent | 2.7 | 4.0 | $0.003 | 0/3 | 4.56s |
| #208 | Laguna M.1 none | Poolside | 2.5 | 4.4 | $0.009 | 0/1 | 2.93s |
| #141 | Step 3.5 Flash medium | Stepfun | 2.4 | 6.0 | $0.108 | 0/2 | 258.4s |
| #214 | Laguna Xs.2 medium | Poolside | 2.1 | 4.1 | $0.015 | 0/1 | 14.4s |
| #207 | Grok 4.20 Beta none | X AI | 1.8 | 4.4 | $0.087 | 0/1 | 1.14s |
| #219 | Grok 4.1 Fast none | X AI | 1.8 | 3.8 | $0.008 | 0/1 | 1.79s |
| #201 | Laguna M.1 medium | Poolside | 1.5 | 4.7 | $0.033 | 0/1 | 35.6s |
| #222 | gpt-oss-120b none | OpenAI | 1.5 | 3.7 | $0.010 | 0/1 | 9.57s |
| #213 | Grok 4.20 none | X AI | 1.1 | 4.1 | $0.057 | 0/1 | 1.22s |
| #223 | Nemotron 3 Nano Omni 30b A3b Reasoning medium | NVIDIA | 1.1 | 3.4 | $0.000 | 0/1 | 38.1s |
| #177 | Gemini 3.1 Flash Lite Preview high | 0.0 | 5.3 | $2.310 | 0/0 | 0ms |