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±27.2
598 votes 1555.405 [1528.2, 1582.7] 193.28 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1541±28.4
523 votes 1541.299 [1512.9, 1569.7] 210.56 · 不稳Volatile $5 / $25 1M
🥉 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1509±28.4
471 votes 1508.862 [1480.4, 1537.3] 210.40 · 不稳Volatile $2 / $12 1M
4 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1505±22.9
739 votes 1504.861 [1482.0, 1527.7] 136.26 · 不稳Volatile $3 / $15 1M
5 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1504±9.8
8.3K votes 1504.176 [1494.3, 1514.0] 25.25 · 不稳Volatile $5 / $25 200K
6 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1471±9.4
8.5K votes 1470.915 [1461.5, 1480.3] 22.92 · 不稳Volatile $5 / $25 200K
7 1 - 18
gemini-3-pro
Google · Proprietary
1461±9.0
14.5K votes 1461.498 [1452.5, 1470.5] 20.88 · 不稳Volatile $2 / $12 1M
8 1 - 47
glm-5
智谱 ZAI · MIT
1455±27.4
503 votes 1455.099 [1427.7, 1482.5] 195.31 · 不稳Volatile $1 / $3.20 202.8K
9 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1455±45.0
175 votes 1454.853 [1409.8, 1499.9] 528.15 · 不稳Volatile $2.50 / $15 1.1M
10 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1453±51.0
140 votes 1452.611 [1401.6, 1503.6] 676.08 · 不稳Volatile $2.50 / $15 1.1M
11 20 - 71
glm-4.7
智谱 ZAI · MIT
1449±10.5
5.0K votes 1448.913 [1438.4, 1459.4] 28.81 · 不稳Volatile $0.40 / $1.75 202.8K
12 1 - 28
gemini-3-flash
Google · Proprietary
1440±9.3
9.7K votes 1439.997 [1430.7, 1449.3] 22.46 · 不稳Volatile $0.50 / $3 1M
13 34 - 132
minimax-m2.5
MiniMax · MIT
1435±22.8
707 votes 1434.961 [1412.2, 1457.8] 135.20 · 不稳Volatile $0.15 / $1.15 196.6K
14 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1419±19.5
932 votes 1418.522 [1399.0, 1438.0] 99.14 · 不稳Volatile $0.60 / $3 N/A
15 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1416±32.5
345 votes 1415.559 [1383.0, 1448.1] 275.71 · 不稳Volatile $1.75 / $14 400K
16 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1414±10.1
7.3K votes 1414.125 [1404.0, 1424.2] 26.51 · 不稳Volatile $0.29 / $0.95 196.6K
17 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1413±25.0
572 votes 1412.800 [1387.8, 1437.8] 162.23 · 不稳Volatile $0.44 / $2 262.1K
18 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1408±10.2
6.0K votes 1407.611 [1397.4, 1417.8] 27.06 · 不稳Volatile $0.50 / $3 1M
19 4 - 76
gpt-5.2
OpenAI · Proprietary
1402±15.8
1.6K votes 1401.779 [1386.0, 1417.6] 65.00 · 不稳Volatile $1.75 / $14 400K
20 27 - 46
gpt-5-medium
OpenAI · Proprietary
1399±12.7
3.9K votes 1399.421 [1386.7, 1412.1] 42.05 · 不稳Volatile $1.25 / $10 400K
21 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1395±8.3
11.8K votes 1394.714 [1386.5, 1403.0] 17.77 · 不稳Volatile $3 / $15 200K
22 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1394±9.6
6.4K votes 1394.241 [1384.6, 1403.9] 24.21 · 不稳Volatile $1.25 / $10 400K
23 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±25.9
518 votes 1394.024 [1368.1, 1420.0] 175.17 · 不稳Volatile $0.39 / $2.34 262.1K
24 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1393±9.0
9.0K votes 1393.279 [1384.2, 1402.3] 21.27 · 不稳Volatile $15 / $75 200K
25 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1390±33.5
313 votes 1389.602 [1356.1, 1423.1] 292.04 · 不稳Volatile $0.26 / $2.08 262.1K
26 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±8.2
13.4K votes 1386.000 [1377.8, 1394.2] 17.29 · 不稳Volatile $3 / $15 200K
27 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1383±36.8
267 votes 1383.249 [1346.4, 1420.1] 353.30 · 不稳Volatile $0.20 / $1.56 262.1K
28 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1372±11.2
4.0K votes 1372.411 [1361.2, 1383.6] 32.66 · 不稳Volatile $0.25 / $0.38 131.1K
29 9 - 98
glm-4.6
智谱 ZAI · MIT
1363±9.1
8.8K votes 1362.724 [1353.7, 1371.8] 21.33 · 不稳Volatile $0.39 / $1.90 204.8K
30 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1362±10.8
4.3K votes 1361.711 [1350.9, 1372.5] 30.41 · 不稳Volatile $0.10 / $0.30 262.1K
31 4 - 68
gpt-5.1
OpenAI · Proprietary
1359±8.7
10.5K votes 1359.231 [1350.6, 1367.9] 19.53 · 不稳Volatile $1.25 / $10 400K
32 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1356±48.9
161 votes 1356.054 [1307.1, 1405.0] 623.09 · 不稳Volatile $2 / $6 2M
33 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1351±17.8
1.2K votes 1351.029 [1333.3, 1368.8] 82.07 · 不稳Volatile $0.10 / $0.30 262.1K
34 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1340±12.1
3.2K votes 1340.451 [1328.3, 1352.6] 38.19 · 不稳Volatile $1.75 / $14 400K
35 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1337±8.5
10.3K votes 1337.416 [1328.9, 1345.9] 18.87 · 不稳Volatile $1.15 / $8 262.1K
36 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1334±9.7
6.5K votes 1334.091 [1324.4, 1343.8] 24.42 · 不稳Volatile $1.25 / $10 400K
37 95 - 187
minimax-m2
MiniMax · Apache 2.0
1318±9.1
8.9K votes 1318.072 [1308.9, 1327.2] 21.70 · 不稳Volatile $0.26 / $1 196.6K
38 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1313±39.9
225 votes 1312.965 [1273.1, 1352.8] 414.01 · 不稳Volatile $0.14 / $1 262.1K
39 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1304±43.3
194 votes 1303.585 [1260.3, 1346.9] 488.68 · 不稳Volatile N/A N/A
40 40 - 87
deepseek-v3.2
DeepSeek · MIT
1304±10.2
5.2K votes 1303.582 [1293.3, 1313.8] 27.30 · 不稳Volatile $0.25 / $0.38 131.1K
41 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1303±8.3
11.5K votes 1303.438 [1295.1, 1311.8] 18.07 · 不稳Volatile $1 / $5 200K
42 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1301±50.0
149 votes 1301.119 [1251.1, 1351.1] 650.35 · 不稳Volatile $0.25 / $1.50 1M
43 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1293±10.8
5.2K votes 1293.220 [1282.4, 1304.0] 30.34 · 不稳Volatile $0.27 / $0.41 163.8K
44 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1291±8.2
11.2K votes 1290.983 [1282.8, 1299.2] 17.46 · 不稳Volatile $0.40 / $1.60 262.1K
45 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1267±15.4
2.0K votes 1266.584 [1251.2, 1282.0] 61.77 · 不稳Volatile $0.21 / $0.83 256K
46 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1250±17.1
1.5K votes 1250.069 [1233.0, 1267.2] 76.19 · 不稳Volatile $0.25 / $2 400K
47 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1243±10.8
5.7K votes 1243.434 [1232.6, 1254.3] 30.62 · 不稳Volatile $0.20 / $0.50 2M
48 13 - 112
mistral-large-3
Mistral · Apache 2.0
1228±20.0
1.0K votes 1227.646 [1207.7, 1247.6] 103.97 · 不稳Volatile $0.50 / $1.50 N/A
49 154 - 197
mercury-2
Inception AI · Proprietary
1213±57.2
138 votes 1212.675 [1155.5, 1269.9] 851.46 · 不稳Volatile $0.25 / $0.75 128K
50 3 - 32
gemini-2.5-pro
Google · Proprietary
1212±13.0
3.5K votes 1212.145 [1199.1, 1225.2] 44.08 · 不稳Volatile $1.25 / $10 1M
51 59 - 61
devstral-2
Mistral · Modified MIT
1212±17.5
1.5K votes 1212.002 [1194.5, 1229.5] 79.77 · 不稳Volatile N/A N/A
52 1 - 37
grok-4.1-thinking
xAI · Proprietary
1211±19.3
1.3K votes 1210.777 [1191.5, 1230.1] 97.18 · 不稳Volatile N/A N/A
53 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1157±22.8
968 votes 1156.939 [1134.1, 1179.8] 135.63 · 不稳Volatile $0.20 / $0.50 2M
54 73 - 75
grok-code-fast-1
xAI · Proprietary
1148±21.6
1.0K votes 1147.825 [1126.2, 1169.4] 121.48 · 不稳Volatile $0.20 / $1.50 256K
55 76 - 76
devstral-medium-2507
Mistral · Proprietary
1104±22.0
1.0K votes 1104.444 [1082.4, 1126.5] 126.11 · 不稳Volatile $0.40 / $2 128K
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