排名Rank 名次区间Rank Range 模型Model 投票数Votes 精确分 & 区间Float Score & CI 方差Variance 价格 ($/1M)Price ($/1M) 上下文Context
🥇 1 - 8
claude-opus-4-7-thinking
Anthropic · Proprietary
1545±0.0
436 votes 1545.000 [1545.0, 1545.0] 7.00 · 波动Unstable $5 / $25 1M
🥈 1 - 8
claude-opus-4-6
Anthropic · Proprietary
1535±0.0
948 votes 1535.000 [1535.0, 1535.0] 7.00 · 波动Unstable $5 / $25 1M
🥉 1 - 12
claude-opus-4-7
Anthropic · Proprietary
1530±0.0
408 votes 1530.000 [1530.0, 1530.0] 11.00 · 波动Unstable $5 / $25 1M
4 1 - 11
claude-opus-4-6-thinking
Anthropic · Proprietary
1530±0.0
784 votes 1530.000 [1530.0, 1530.0] 10.00 · 波动Unstable $5 / $25 1M
5 1 - 12
claude-sonnet-4-6
Anthropic · Proprietary
1519±0.0
1.1K votes 1519.000 [1519.0, 1519.0] 11.00 · 波动Unstable $3 / $15 1M
6 1 - 16
glm-5.1
智谱 ZAI · MIT
1514±0.0
445 votes 1514.000 [1514.0, 1514.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
7 1 - 17
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1498±0.0
341 votes 1498.000 [1498.0, 1498.0] 16.00 · 不稳Volatile N/A N/A
8 1 - 20
kimi-k2.6
月之暗面 · Modified MIT
1495±0.0
292 votes 1495.000 [1495.0, 1495.0] 19.00 · 不稳Volatile $0.95 / $4 262.1K
9 3 - 16
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±0.0
1.7K votes 1492.000 [1492.0, 1492.0] 13.00 · 不稳Volatile $5 / $25 200K
10 3 - 30
muse-spark
Meta · Proprietary
1467±0.0
192 votes 1467.000 [1467.0, 1467.0] 27.00 · 不稳Volatile N/A N/A
11 6 - 25
qwen3.6-plus
阿里巴巴 · Proprietary
1467±0.0
542 votes 1467.000 [1467.0, 1467.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
12 3 - 31
qwen3.6-max-preview
阿里巴巴 · Proprietary
1466±0.0
172 votes 1466.000 [1466.0, 1466.0] 28.00 · 不稳Volatile $1.04 / $6.24 262.1K
13 6 - 26
mimo-v2.5-pro
小米 · MIT
1463±0.0
439 votes 1463.000 [1463.0, 1463.0] 20.00 · 不稳Volatile $1 / $3 1M
14 4 - 33
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1458±0.0
173 votes 1458.000 [1458.0, 1458.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
15 6 - 38
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1449±0.0
155 votes 1449.000 [1449.0, 1449.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
16 9 - 29
glm-5
智谱 ZAI · MIT
1444±0.0
843 votes 1444.000 [1444.0, 1444.0] 20.00 · 不稳Volatile $1 / $3.20 202.8K
17 10 - 27
claude-opus-4-5-20251101
Anthropic · Proprietary
1444±0.0
2.0K votes 1444.000 [1444.0, 1444.0] 17.00 · 不稳Volatile $5 / $25 200K
18 6 - 39
deepseek-v4-pro-thinking
DeepSeek · MIT
1443±0.0
181 votes 1443.000 [1443.0, 1443.0] 33.00 · 不稳Volatile $0.43 / $0.87 1M
19 8 - 36
mimo-v2.5
小米 · MIT
1440±0.0
284 votes 1440.000 [1440.0, 1440.0] 28.00 · 不稳Volatile $0.40 / $2 1M
20 9 - 37
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1433±0.0
413 votes 1433.000 [1433.0, 1433.0] 28.00 · 不稳Volatile $1.75 / $14 400K
21 10 - 35
glm-4.7
智谱 ZAI · MIT
1431±0.0
685 votes 1431.000 [1431.0, 1431.0] 25.00 · 不稳Volatile $0.40 / $1.75 202.8K
22 10 - 35
gemini-3.1-pro-preview
Google · Proprietary
1427±0.0
1.0K votes 1427.000 [1427.0, 1427.0] 25.00 · 不稳Volatile $2 / $12 1M
23 9 - 41
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±0.0
315 votes 1427.000 [1427.0, 1427.0] 32.00 · 不稳Volatile N/A N/A
24 10 - 37
mimo-v2-pro
小米 · Proprietary
1425±0.0
654 votes 1425.000 [1425.0, 1425.0] 27.00 · 不稳Volatile $1 / $3 1M
25 11 - 37
minimax-m2.5
MiniMax · Modified MIT
1420±0.0
1.1K votes 1420.000 [1420.0, 1420.0] 26.00 · 不稳Volatile $0.15 / $1.15 196.6K
26 12 - 38
kimi-k2.5-thinking
月之暗面 · Modified MIT
1417±0.0
1.2K votes 1417.000 [1417.0, 1417.0] 26.00 · 不稳Volatile $0.60 / $3 N/A
27 13 - 39
gemini-3-pro
Google · Proprietary
1412±0.0
2.3K votes 1412.000 [1412.0, 1412.0] 26.00 · 不稳Volatile $2 / $12 1M
28 13 - 40
gemini-3-flash
Google · Proprietary
1410±0.0
1.8K votes 1410.000 [1410.0, 1410.0] 27.00 · 不稳Volatile $0.50 / $3 1M
29 10 - 53
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1401±0.0
158 votes 1401.000 [1401.0, 1401.0] 43.00 · 不稳Volatile N/A N/A
30 16 - 45
minimax-m2.1-preview
MiniMax · MIT
1398±0.0
1.3K votes 1398.000 [1398.0, 1398.0] 29.00 · 不稳Volatile $0.29 / $0.95 196.6K
31 15 - 47
minimax-m2.7
MiniMax · Modified MIT
1397±0.0
630 votes 1397.000 [1397.0, 1397.0] 32.00 · 不稳Volatile $0.30 / $1.20 196.6K
32 16 - 51
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±0.0
443 votes 1390.000 [1390.0, 1390.0] 35.00 · 不稳Volatile $1.75 / $14 400K
33 17 - 52
gpt-5.4-mini-high
OpenAI · Proprietary
1387±0.0
507 votes 1387.000 [1387.0, 1387.0] 35.00 · 不稳Volatile $0.75 / $4.50 400K
34 25 - 47
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±0.0
2.5K votes 1386.000 [1386.0, 1386.0] 22.00 · 不稳Volatile $3 / $15 200K
35 23 - 48
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1383±0.0
1.0K votes 1383.000 [1383.0, 1383.0] 25.00 · 不稳Volatile $0.39 / $2.34 262.1K
36 19 - 53
kimi-k2.5-instant
月之暗面 · Modified MIT
1382±0.0
511 votes 1382.000 [1382.0, 1382.0] 34.00 · 不稳Volatile $0.44 / $2 262.1K
37 20 - 52
gpt-5.1-medium
OpenAI · Proprietary
1381±0.0
791 votes 1381.000 [1381.0, 1381.0] 32.00 · 不稳Volatile $1.25 / $10 400K
38 28 - 48
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1381±0.0
2.1K votes 1381.000 [1381.0, 1381.0] 20.00 · 不稳Volatile $3 / $15 200K
39 14 - 54
gpt-5.2
OpenAI · Proprietary
1380±0.0
187 votes 1380.000 [1380.0, 1380.0] 40.00 · 不稳Volatile $1.75 / $14 400K
40 29 - 49
gemini-3-flash (thinking-minimal)
Google · Proprietary
1378±0.0
2.0K votes 1378.000 [1378.0, 1378.0] 20.00 · 不稳Volatile $0.50 / $3 1M
41 27 - 52
deepseek-v3.2-thinking
DeepSeek · MIT
1377±0.0
1.1K votes 1377.000 [1377.0, 1377.0] 25.00 · 不稳Volatile $0.25 / $0.38 131.1K
42 17 - 54
grok-4.3
xAI · Proprietary
1377±0.0
266 votes 1377.000 [1377.0, 1377.0] 37.00 · 不稳Volatile $1.25 / $2.50 1M
43 29 - 54
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1361±0.0
719 votes 1361.000 [1361.0, 1361.0] 25.00 · 不稳Volatile $2 / $6 2M
44 30 - 54
claude-opus-4-1-20250805
Anthropic · Proprietary
1359±0.0
1.1K votes 1359.000 [1359.0, 1359.0] 24.00 · 不稳Volatile $15 / $75 200K
45 30 - 54
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1356±0.0
867 votes 1356.000 [1356.0, 1356.0] 24.00 · 不稳Volatile $0.26 / $2.08 262.1K
46 29 - 58
gemma-4-31b
Google · Apache 2.0
1354±0.0
266 votes 1354.000 [1354.0, 1354.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
47 29 - 57
gpt-5-medium
OpenAI · Proprietary
1353±0.0
471 votes 1353.000 [1353.0, 1353.0] 28.00 · 不稳Volatile $1.25 / $10 400K
48 32 - 56
qwen3.5-27b
阿里巴巴 · Apache 2.0
1351±0.0
810 votes 1351.000 [1351.0, 1351.0] 24.00 · 不稳Volatile $0.20 / $1.56 262.1K
49 35 - 57
gpt-5.2-codex
OpenAI · Proprietary
1343±0.0
1.1K votes 1343.000 [1343.0, 1343.0] 22.00 · 不稳Volatile $1.75 / $14 400K
50 35 - 57
glm-4.6
智谱 ZAI · MIT
1342±0.0
1.1K votes 1342.000 [1342.0, 1342.0] 22.00 · 不稳Volatile $0.39 / $1.90 204.8K
51 39 - 57
gpt-5.1
OpenAI · Proprietary
1341±0.0
1.8K votes 1341.000 [1341.0, 1341.0] 18.00 · 不稳Volatile $1.25 / $10 400K
52 36 - 58
mimo-v2-flash (non-thinking)
小米 · MIT
1341±0.0
936 votes 1341.000 [1341.0, 1341.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
53 41 - 58
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±0.0
2.1K votes 1332.000 [1332.0, 1332.0] 17.00 · 不稳Volatile $1.15 / $8 262.1K
54 34 - 63
gemma-4-26b-a4b
Google · Apache 2.0
1317±0.0
160 votes 1317.000 [1317.0, 1317.0] 29.00 · 不稳Volatile N/A N/A
55 47 - 58
claude-haiku-4-5-20251001
Anthropic · Proprietary
1316±0.0
2.5K votes 1316.000 [1316.0, 1316.0] 11.00 · 波动Unstable $1 / $5 200K
56 46 - 58
deepseek-v3.2
DeepSeek · MIT
1315±0.0
1.4K votes 1315.000 [1315.0, 1315.0] 12.00 · 不稳Volatile $0.25 / $0.38 131.1K
57 46 - 60
gpt-5.1-codex
OpenAI · Proprietary
1310±0.0
811 votes 1310.000 [1310.0, 1310.0] 14.00 · 不稳Volatile $1.25 / $10 400K
58 51 - 60
minimax-m2
MiniMax · Apache 2.0
1304±0.0
1.1K votes 1304.000 [1304.0, 1304.0] 9.00 · 波动Unstable $0.26 / $1 196.6K
59 56 - 63
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1280±0.0
2.0K votes 1280.000 [1280.0, 1280.0] 7.00 · 波动Unstable $0.40 / $1.60 262.1K
60 56 - 70
mimo-v2-flash (thinking)
小米 · MIT
1261±0.0
293 votes 1261.000 [1261.0, 1261.0] 14.00 · 不稳Volatile $0.10 / $0.30 262.1K
61 58 - 70
deepseek-v3.2-exp
DeepSeek · MIT
1248±0.0
632 votes 1248.000 [1248.0, 1248.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
62 58 - 72
gpt-5.1-codex-mini
OpenAI · Proprietary
1238±0.0
204 votes 1238.000 [1238.0, 1238.0] 14.00 · 不稳Volatile $0.25 / $2 400K
63 58 - 72
KAT-Coder-Pro-V1
快手 · Proprietary
1233±0.0
208 votes 1233.000 [1233.0, 1233.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
64 60 - 70
grok-4-1-fast-reasoning
xAI · Proprietary
1233±0.0
1.0K votes 1233.000 [1233.0, 1233.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
65 60 - 72
gemini-3.1-flash-lite-preview
Google · Proprietary
1225±0.0
974 votes 1225.000 [1225.0, 1225.0] 12.00 · 不稳Volatile $0.25 / $1.50 1M
66 60 - 74
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1218±0.0
218 votes 1218.000 [1218.0, 1218.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
67 60 - 74
qwen3.5-flash
阿里巴巴 · Proprietary
1214±0.0
226 votes 1214.000 [1214.0, 1214.0] 14.00 · 不稳Volatile N/A N/A
68 60 - 74
grok-4.1-thinking
xAI · Proprietary
1192±0.0
151 votes 1192.000 [1192.0, 1192.0] 14.00 · 不稳Volatile N/A N/A
69 60 - 74
devstral-2
Mistral · Modified MIT
1190±0.0
210 votes 1190.000 [1190.0, 1190.0] 14.00 · 不稳Volatile N/A N/A
70 60 - 75
trinity-large-thinking
Arcee AI · Apache 2.0
1182±0.0
129 votes 1182.000 [1182.0, 1182.0] 15.00 · 不稳Volatile $0.22 / $0.85 262.1K
71 63 - 74
gemini-2.5-pro
Google · Proprietary
1172±0.0
425 votes 1172.000 [1172.0, 1172.0] 11.00 · 波动Unstable $1.25 / $10 1M
72 63 - 75
mistral-large-3
Mistral · Apache 2.0
1150±0.0
123 votes 1150.000 [1150.0, 1150.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
73 66 - 75
grok-code-fast-1
xAI · Proprietary
1133±0.0
143 votes 1133.000 [1133.0, 1133.0] 9.00 · 波动Unstable $0.20 / $1.50 256K
74 66 - 75
grok-4-fast-reasoning
xAI · Proprietary
1122±0.0
136 votes 1122.000 [1122.0, 1122.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
75 71 - 75
devstral-medium-2507
Mistral · Proprietary
1074±0.0
133 votes 1074.000 [1074.0, 1074.0] 4.00 · 稳定Stable $0.40 / $2 128K
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