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 - 7
claude-opus-4-6
Anthropic · Proprietary
1555±26.0
649 票votes 1554.638 [1528.6, 1580.7] 176.30 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1544±26.8
596 票votes 1543.721 [1516.9, 1570.5] 187.05 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1508±21.3
859 票votes 1508.244 [1487.0, 1529.5] 117.75 · 不稳Volatile $3 / $15 1M
4 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1507±26.5
551 票votes 1507.270 [1480.8, 1533.7] 182.22 · 不稳Volatile $2 / $12 1M
5 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±9.8
8.2K 票votes 1503.880 [1494.1, 1513.7] 24.92 · 不稳Volatile $5 / $25 200K
6 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1470±9.3
8.4K 票votes 1470.273 [1460.9, 1479.6] 22.70 · 不稳Volatile $5 / $25 200K
7 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1469±43.0
192 票votes 1468.678 [1425.6, 1511.7] 482.31 · 不稳Volatile $2.50 / $15 1.1M
8 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1461±47.9
164 票votes 1460.921 [1413.0, 1508.8] 597.72 · 不稳Volatile $2.50 / $15 1.1M
9 1 - 18
gemini-3-pro
Google · Proprietary
1460±8.9
14.3K 票votes 1459.729 [1450.8, 1468.7] 20.75 · 不稳Volatile $2 / $12 1M
10 20 - 71
glm-4.7
智谱 ZAI · MIT
1450±10.5
4.9K 票votes 1450.082 [1439.6, 1460.6] 28.71 · 不稳Volatile $0.40 / $1.75 202.8K
11 1 - 47
glm-5
智谱 ZAI · MIT
1446±25.7
570 票votes 1445.962 [1420.3, 1471.7] 171.91 · 不稳Volatile $1 / $3.20 202.8K
12 21 - 134
minimax-m2.7
MiniMax · Proprietary
1442±37.5
253 票votes 1441.587 [1404.1, 1479.0] 365.27 · 不稳Volatile $0.30 / $1.20 196.6K
13 1 - 28
gemini-3-flash
Google · Proprietary
1439±9.3
9.5K 票votes 1439.226 [1429.9, 1448.5] 22.58 · 不稳Volatile $0.50 / $3 1M
14 34 - 132
minimax-m2.5
MiniMax · MIT
1438±21.2
820 票votes 1438.460 [1417.3, 1459.6] 116.88 · 不稳Volatile $0.15 / $1.15 196.6K
15 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1424±31.2
373 票votes 1424.409 [1393.2, 1455.6] 253.32 · 不稳Volatile $1.75 / $14 400K
16 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1416±18.9
993 票votes 1416.268 [1397.4, 1435.1] 92.60 · 不稳Volatile $0.60 / $3 N/A
17 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1414±10.1
7.2K 票votes 1414.415 [1404.3, 1424.5] 26.48 · 不稳Volatile $0.29 / $0.95 196.6K
18 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1412±24.1
607 票votes 1412.365 [1388.2, 1436.5] 151.44 · 不稳Volatile $0.44 / $2 262.1K
19 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1406±10.1
6.0K 票votes 1406.392 [1396.3, 1416.5] 26.51 · 不稳Volatile $0.50 / $3 1M
20 4 - 76
gpt-5.2
OpenAI · Proprietary
1406±16.1
1.6K 票votes 1405.643 [1389.6, 1421.7] 67.34 · 不稳Volatile $1.75 / $14 400K
21 27 - 46
gpt-5-medium
OpenAI · Proprietary
1400±12.8
3.8K 票votes 1400.029 [1387.2, 1412.8] 42.54 · 不稳Volatile $1.25 / $10 400K
22 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1397±8.3
11.6K 票votes 1396.723 [1388.5, 1405.0] 17.75 · 不稳Volatile $3 / $15 200K
23 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1396±9.7
6.3K 票votes 1396.375 [1386.7, 1406.0] 24.31 · 不稳Volatile $1.25 / $10 400K
24 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1393±9.0
8.8K 票votes 1393.154 [1384.1, 1402.2] 21.30 · 不稳Volatile $15 / $75 200K
25 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1391±24.3
589 票votes 1390.845 [1366.5, 1415.2] 153.92 · 不稳Volatile $0.39 / $2.34 262.1K
26 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.2
13.2K 票votes 1386.000 [1377.8, 1394.2] 17.32 · 不稳Volatile $3 / $15 200K
27 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1386±40.2
225 票votes 1385.956 [1345.7, 1426.2] 421.13 · 不稳Volatile $2 / $6 2M
28 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1376±32.4
341 票votes 1376.389 [1344.0, 1408.8] 272.93 · 不稳Volatile $0.20 / $1.56 262.1K
29 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1374±11.1
4.0K 票votes 1374.305 [1363.2, 1385.4] 32.29 · 不稳Volatile $0.25 / $0.38 131.1K
30 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1370±29.6
391 票votes 1369.823 [1340.3, 1399.4] 227.44 · 不稳Volatile $0.26 / $2.08 262.1K
31 9 - 98
glm-4.6
智谱 ZAI · MIT
1363±9.1
8.6K 票votes 1362.915 [1353.9, 1372.0] 21.38 · 不稳Volatile $0.39 / $1.90 204.8K
32 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1362±10.8
4.3K 票votes 1361.747 [1350.9, 1372.6] 30.53 · 不稳Volatile $0.10 / $0.30 262.1K
33 4 - 68
gpt-5.1
OpenAI · Proprietary
1360±8.7
10.4K 票votes 1359.951 [1351.3, 1368.6] 19.51 · 不稳Volatile $1.25 / $10 400K
34 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1352±17.9
1.2K 票votes 1351.813 [1333.9, 1369.7] 83.74 · 不稳Volatile $0.10 / $0.30 262.1K
35 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1342±12.0
3.2K 票votes 1342.335 [1330.3, 1354.3] 37.57 · 不稳Volatile $1.75 / $14 400K
36 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1336±8.5
10.2K 票votes 1336.462 [1328.0, 1344.9] 18.60 · 不稳Volatile $1.15 / $8 262.1K
37 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1335±9.7
6.4K 票votes 1335.028 [1325.3, 1344.8] 24.61 · 不稳Volatile $1.25 / $10 400K
38 95 - 187
minimax-m2
MiniMax · Apache 2.0
1319±9.1
8.7K 票votes 1319.430 [1310.3, 1328.6] 21.70 · 不稳Volatile $0.26 / $1 196.6K
39 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1313±36.6
257 票votes 1313.259 [1276.6, 1349.9] 349.42 · 不稳Volatile $0.14 / $1 262.1K
40 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1305±42.5
200 票votes 1305.282 [1262.8, 1347.8] 469.53 · 不稳Volatile N/A N/A
41 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1305±8.3
11.3K 票votes 1305.228 [1296.9, 1313.6] 18.03 · 不稳Volatile $1 / $5 200K
42 40 - 87
deepseek-v3.2
DeepSeek · MIT
1305±10.2
5.2K 票votes 1304.896 [1294.7, 1315.1] 27.19 · 不稳Volatile $0.25 / $0.38 131.1K
43 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1294±10.9
5.1K 票votes 1294.239 [1283.4, 1305.1] 30.69 · 不稳Volatile $0.27 / $0.41 163.8K
44 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1293±8.2
11.1K 票votes 1293.408 [1285.2, 1301.6] 17.42 · 不稳Volatile $0.40 / $1.60 262.1K
45 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1293±45.0
188 票votes 1293.132 [1248.1, 1338.2] 527.59 · 不稳Volatile $0.25 / $1.50 1M
46 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1267±15.5
1.9K 票votes 1266.725 [1251.3, 1282.2] 62.25 · 不稳Volatile $0.21 / $0.83 256K
47 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1250±17.3
1.5K 票votes 1250.410 [1233.1, 1267.7] 77.78 · 不稳Volatile $0.25 / $2 400K
48 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1245±10.9
5.6K 票votes 1245.075 [1234.2, 1255.9] 30.74 · 不稳Volatile $0.20 / $0.50 2M
49 13 - 112
mistral-large-3
Mistral · Apache 2.0
1227±20.0
1.0K 票votes 1226.874 [1206.9, 1246.9] 104.21 · 不稳Volatile $0.50 / $1.50 N/A
50 59 - 61
devstral-2
Mistral · Modified MIT
1214±18.0
1.4K 票votes 1214.492 [1196.5, 1232.5] 84.23 · 不稳Volatile N/A N/A
51 154 - 197
mercury-2
Inception AI · Proprietary
1214±53.9
152 票votes 1214.184 [1160.3, 1268.1] 755.57 · 不稳Volatile $0.25 / $0.75 128K
52 3 - 32
gemini-2.5-pro
Google · Proprietary
1213±13.2
3.4K 票votes 1213.367 [1200.2, 1226.6] 45.36 · 不稳Volatile $1.25 / $10 1M
53 1 - 37
grok-4.1-thinking
xAI · Proprietary
1213±19.5
1.3K 票votes 1212.796 [1193.3, 1232.3] 98.66 · 不稳Volatile N/A N/A
54 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1158±23.1
940 票votes 1157.637 [1134.6, 1180.7] 138.66 · 不稳Volatile $0.20 / $0.50 2M
55 73 - 75
grok-code-fast-1
xAI · Proprietary
1146±22.1
992 票votes 1146.474 [1124.4, 1168.6] 127.20 · 不稳Volatile $0.20 / $1.50 256K
56 76 - 76
devstral-medium-2507
Mistral · Proprietary
1102±22.5
1.0K 票votes 1102.053 [1079.5, 1124.6] 132.10 · 不稳Volatile $0.40 / $2 128K
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