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本地
可本地部署、参数量小于 40B 的前沿模型集合。
更新于 07/16 02:55
模型
47 个 · 16 项基准
评分
GPQA-Diamond
MMLU-Redux
MMLU-Pro
LiveCodeBench-v6
SuperGPQA
HLE (Humanity's Last Exam)
Arena Text Rating
AIME 2026
HMMT Nov. 2025
HMMT Feb. 2025
AIME 2025
BFCL v3 Full
LiveBench 20241125
Arena WebDev Rating
MMMU-Pro
OmniDocBench 1.5
1
Qwen3.6-27B
100.0
87.8%
93.5%
86.2%
83.9%
66%
24%
-
94.1%
90.7%
93.8%
-
-
-
-
-
-
2
Qwen3.5-27B
93.8
85.5%
93.2%
86.1%
80.7%
65.6%
24.3%
1408.8 Elo
-
89.8%
92%
-
-
-
1356.8 Elo
-
-
3
Qwen3.6-35B-A3B
93.2
86%
93.3%
85.2%
80.4%
64.7%
21.4%
-
92.7%
89.1%
90.7%
-
-
-
-
75.3%
89.9%
4
Qwen3-30B-A3B-Thinking-2507
89.7
73.4%
91.4%
80.9%
66%
56.8%
-
-
-
-
-
85%
72.4%
76.8%
-
-
-
5
Gemma 4 31B
89.7
84.3%
-
85.2%
80%
-
19.5%
1451.1 Elo
89.2%
-
-
-
-
-
1371.4 Elo
76.9%
0.1%
6
Qwen3.5-35B-A3B
87.6
84.2%
93.3%
85.3%
74.6%
63.4%
22.4%
1395.6 Elo
91%
89.2%
89%
-
-
-
1249.6 Elo
75.1%
89.3%
7
Qwen3-32B
86.1
68.4%
90.9%
-
-
-
-
1347.3 Elo
-
-
-
72.9%
70.3%
74.9%
-
-
-
8
Qwen3.5-9B
85.5
81.7%
91.1%
82.5%
-
58.2%
-
-
-
-
-
-
-
-
-
-
-
9
Gemma 4 26B A4B
85.2
82.3%
-
82.6%
77.1%
-
8.7%
1438.2 Elo
88.3%
-
-
-
-
-
1360.7 Elo
73.8%
0.1%
10
Qwen3-14B
84.2
64%
88.6%
-
-
-
-
-
-
-
-
70.4%
70.4%
71.3%
-
-
-
11
Qwen3-4B-Thinking-2507
82.9
65.8%
86.1%
74%
55.2%
47.8%
-
-
-
-
-
81.3%
71.2%
71.8%
-
-
-
12
Qwen3-30B-A3B
82.8
73.4%
91.4%
80.9%
29%
56.8%
-
1327.3 Elo
-
-
-
70.9%
69.1%
74.3%
-
-
-
13
QwQ-32B
82.6
65.6%
90%
-
-
-
-
1336.2 Elo
-
-
-
69.5%
66.4%
72%
-
-
-
14
Qwen3-30B-A3B-Instruct-2507
82.2
70.4%
89.3%
78.4%
43.2%
53.4%
-
1383.2 Elo
-
-
-
61.3%
65.1%
69%
-
-
-
15
Qwen3.5-4B
81.6
76.2%
88.8%
79.1%
-
52.9%
-
-
-
-
-
-
-
-
-
-
-
16
Qwen3-8B
78.8
62%
87.5%
-
-
-
-
-
-
-
-
67.3%
68.1%
67.1%
-
-
-
17
gpt-oss-20b
78.5
71.5%
87.8%
74.8%
-
48.5%
-
1317.4 Elo
-
-
-
-
-
-
-
-
-
18
DeepSeek-R1-Distill-Qwen-32B
75.8
62.1%
88.2%
-
-
-
-
-
-
-
-
49.6%
53.5%
45.6%
-
-
-
19
Qwen3-4B-Instruct-2507
75.4
62%
84.2%
69.6%
35.1%
42.8%
-
-
-
-
-
47.4%
61.9%
63%
-
-
-
20
Gemma 4 E4B
73.3
58.6%
-
69.4%
52%
-
-
-
42.5%
-
-
-
-
-
-
52.6%
0.2%
21
DeepSeek-R1-Distill-Qwen-14B
73.0
59.1%
84.1%
-
-
-
-
-
-
-
-
44.5%
49.5%
52.3%
-
-
-
22
Qwen3-4B
72.9
55.9%
83.7%
58%
26.4%
32%
-
-
-
-
-
65.6%
65.9%
63.6%
-
-
-
23
DeepSeek-R1-Distill-Qwen-7B
71.3
49.1%
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
24
Gemma 3 4B
71.3
-
-
-
-
-
-
1303.3 Elo
-
-
-
-
-
-
-
-
-
低
高
单一有效来源基准按 0.5 权重计入,Arena.ai 除外;最高模型归一化为 100