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 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1552±13.0
2.9K votes 1551.964 [1539.0, 1564.9] 43.66 · 不稳Volatile $5 / $25 1M
🥇 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1552±13.0
2.9K votes 1551.964 [1539.0, 1564.9] 43.66 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1552±11.9
3.7K votes 1551.624 [1539.7, 1563.6] 37.17 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1552±11.9
3.7K votes 1551.624 [1539.7, 1563.6] 37.17 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1524±10.6
4.3K votes 1523.501 [1512.9, 1534.1] 29.10 · 不稳Volatile $3 / $15 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1524±10.6
4.3K votes 1523.501 [1512.9, 1534.1] 29.10 · 不稳Volatile $3 / $15 1M
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1493±7.4
12.5K votes 1493.094 [1485.7, 1500.5] 14.22 · 不稳Volatile $5 / $25 200K
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1493±7.4
12.5K votes 1493.094 [1485.7, 1500.5] 14.22 · 不稳Volatile $5 / $25 200K
5 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1472±7.2
12.7K votes 1472.299 [1465.1, 1479.5] 13.58 · 不稳Volatile $5 / $25 200K
5 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1472±7.2
12.7K votes 1472.299 [1465.1, 1479.5] 13.58 · 不稳Volatile $5 / $25 200K
6 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1460±17.3
1.4K votes 1459.590 [1442.2, 1476.9] 78.31 · 不稳Volatile $2.50 / $15 1.1M
6 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1460±17.3
1.4K votes 1459.590 [1442.2, 1476.9] 78.31 · 不稳Volatile $2.50 / $15 1.1M
7 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1457±11.1
3.5K votes 1457.076 [1446.0, 1468.2] 32.13 · 不稳Volatile $2 / $12 1M
7 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1457±11.1
3.5K votes 1457.076 [1446.0, 1468.2] 32.13 · 不稳Volatile $2 / $12 1M
8 1 - 47
glm-5
智谱 ZAI · MIT
1447±11.0
3.6K votes 1447.053 [1436.1, 1458.0] 31.45 · 不稳Volatile $1 / $3.20 202.8K
8 1 - 47
glm-5
智谱 ZAI · MIT
1447±11.0
3.6K votes 1447.053 [1436.1, 1458.0] 31.45 · 不稳Volatile $1 / $3.20 202.8K
9 20 - 71
glm-4.7
智谱 ZAI · MIT
1442±10.0
5.1K votes 1441.734 [1431.7, 1451.7] 26.11 · 不稳Volatile $0.40 / $1.75 202.8K
9 20 - 71
glm-4.7
智谱 ZAI · MIT
1442±10.0
5.1K votes 1441.734 [1431.7, 1451.7] 26.11 · 不稳Volatile $0.40 / $1.75 202.8K
10 1 - 28
gemini-3-flash
Google · Proprietary
1441±7.3
13.6K votes 1440.806 [1433.5, 1448.1] 13.99 · 不稳Volatile $0.50 / $3 1M
10 1 - 28
gemini-3-flash
Google · Proprietary
1441±7.3
13.6K votes 1440.806 [1433.5, 1448.1] 13.99 · 不稳Volatile $0.50 / $3 1M
11 1 - 18
gemini-3-pro
Google · Proprietary
1440±7.1
17.9K votes 1439.653 [1432.6, 1446.8] 13.11 · 不稳Volatile $2 / $12 1M
11 1 - 18
gemini-3-pro
Google · Proprietary
1440±7.1
17.9K votes 1439.653 [1432.6, 1446.8] 13.11 · 不稳Volatile $2 / $12 1M
12 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1437±9.2
5.2K votes 1437.392 [1428.2, 1446.6] 22.20 · 不稳Volatile $0.60 / $3 N/A
12 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1437±9.2
5.2K votes 1437.392 [1428.2, 1446.6] 22.20 · 不稳Volatile $0.60 / $3 N/A
13 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1436±17.6
1.3K votes 1435.555 [1418.0, 1453.1] 80.56 · 不稳Volatile $2.50 / $15 1.1M
13 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1436±17.6
1.3K votes 1435.555 [1418.0, 1453.1] 80.56 · 不稳Volatile $2.50 / $15 1.1M
14 34 - 132
minimax-m2.5
MiniMax · MIT
1419±9.9
4.8K votes 1419.167 [1409.3, 1429.0] 25.32 · 不稳Volatile $0.15 / $1.15 196.6K
14 34 - 132
minimax-m2.5
MiniMax · MIT
1419±9.9
4.8K votes 1419.167 [1409.3, 1429.0] 25.32 · 不稳Volatile $0.15 / $1.15 196.6K
15 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1414±10.7
3.5K votes 1413.522 [1402.8, 1424.2] 29.91 · 不稳Volatile $0.44 / $2 262.1K
15 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1414±10.7
3.5K votes 1413.522 [1402.8, 1424.2] 29.91 · 不稳Volatile $0.44 / $2 262.1K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±12.3
2.8K votes 1405.583 [1393.3, 1417.9] 39.20 · 不稳Volatile $1.75 / $14 400K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±12.3
2.8K votes 1405.583 [1393.3, 1417.9] 39.20 · 不稳Volatile $1.75 / $14 400K
17 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1401±8.0
9.8K votes 1401.140 [1393.1, 1409.1] 16.70 · 不稳Volatile $0.29 / $0.95 196.6K
17 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1401±8.0
9.8K votes 1401.140 [1393.1, 1409.1] 16.70 · 不稳Volatile $0.29 / $0.95 196.6K
18 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1401±7.5
10.2K votes 1400.871 [1393.4, 1408.3] 14.54 · 不稳Volatile $0.50 / $3 1M
18 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1401±7.5
10.2K votes 1400.871 [1393.4, 1408.3] 14.54 · 不稳Volatile $0.50 / $3 1M
19 4 - 76
gpt-5.2
OpenAI · Proprietary
1395±15.5
1.6K votes 1395.174 [1379.7, 1410.6] 62.31 · 不稳Volatile $1.75 / $14 400K
19 4 - 76
gpt-5.2
OpenAI · Proprietary
1395±15.5
1.6K votes 1395.174 [1379.7, 1410.6] 62.31 · 不稳Volatile $1.75 / $14 400K
20 27 - 46
gpt-5-medium
OpenAI · Proprietary
1393±12.3
3.9K votes 1393.156 [1380.9, 1405.5] 39.36 · 不稳Volatile $1.25 / $10 400K
20 27 - 46
gpt-5-medium
OpenAI · Proprietary
1393±12.3
3.9K votes 1393.156 [1380.9, 1405.5] 39.36 · 不稳Volatile $1.25 / $10 400K
21 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±10.5
3.7K votes 1392.042 [1381.6, 1402.5] 28.61 · 不稳Volatile $0.39 / $2.34 262.1K
21 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±10.5
3.7K votes 1392.042 [1381.6, 1402.5] 28.61 · 不稳Volatile $0.39 / $2.34 262.1K
22 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±6.6
15.4K votes 1391.115 [1384.5, 1397.7] 11.30 · 波动Unstable $3 / $15 200K
22 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±6.6
15.4K votes 1391.115 [1384.5, 1397.7] 11.30 · 波动Unstable $3 / $15 200K
23 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1389±9.1
6.5K votes 1388.759 [1379.6, 1397.9] 21.71 · 不稳Volatile $1.25 / $10 400K
23 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1389±9.1
6.5K votes 1388.759 [1379.6, 1397.9] 21.71 · 不稳Volatile $1.25 / $10 400K
24 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1388±8.5
9.0K votes 1388.031 [1379.5, 1396.5] 18.83 · 不稳Volatile $15 / $75 200K
24 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1388±8.5
9.0K votes 1388.031 [1379.5, 1396.5] 18.83 · 不稳Volatile $15 / $75 200K
25 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.5
17.2K votes 1386.000 [1379.5, 1392.5] 11.01 · 波动Unstable $3 / $15 200K
25 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.5
17.2K votes 1386.000 [1379.5, 1392.5] 11.01 · 波动Unstable $3 / $15 200K
26 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1379±13.2
2.3K votes 1378.978 [1365.8, 1392.2] 45.52 · 不稳Volatile $0.26 / $2.08 262.1K
26 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1379±13.2
2.3K votes 1378.978 [1365.8, 1392.2] 45.52 · 不稳Volatile $0.26 / $2.08 262.1K
27 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1373±8.4
7.0K votes 1372.802 [1364.4, 1381.2] 18.28 · 不稳Volatile $0.25 / $0.38 131.1K
27 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1373±8.4
7.0K votes 1372.802 [1364.4, 1381.2] 18.28 · 不稳Volatile $0.25 / $0.38 131.1K
28 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1367±13.7
2.1K votes 1366.645 [1352.9, 1380.4] 49.15 · 不稳Volatile $0.20 / $1.56 262.1K
28 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1367±13.7
2.1K votes 1366.645 [1352.9, 1380.4] 49.15 · 不稳Volatile $0.20 / $1.56 262.1K
29 9 - 98
glm-4.6
智谱 ZAI · MIT
1357±8.5
8.8K votes 1356.898 [1348.4, 1365.4] 18.83 · 不稳Volatile $0.39 / $1.90 204.8K
29 9 - 98
glm-4.6
智谱 ZAI · MIT
1357±8.5
8.8K votes 1356.898 [1348.4, 1365.4] 18.83 · 不稳Volatile $0.39 / $1.90 204.8K
30 4 - 68
gpt-5.1
OpenAI · Proprietary
1343±7.0
13.3K votes 1342.695 [1335.7, 1349.7] 12.62 · 不稳Volatile $1.25 / $10 400K
30 4 - 68
gpt-5.1
OpenAI · Proprietary
1343±7.0
13.3K votes 1342.695 [1335.7, 1349.7] 12.62 · 不稳Volatile $1.25 / $10 400K
31 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1342±8.2
7.0K votes 1341.752 [1333.6, 1349.9] 17.39 · 不稳Volatile $1.75 / $14 400K
31 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1342±8.2
7.0K votes 1341.752 [1333.6, 1349.9] 17.39 · 不稳Volatile $1.75 / $14 400K
32 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1341±8.2
6.9K votes 1341.130 [1332.9, 1349.3] 17.50 · 不稳Volatile $0.10 / $0.30 262.1K
32 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1341±8.2
6.9K votes 1341.130 [1332.9, 1349.3] 17.50 · 不稳Volatile $0.10 / $0.30 262.1K
33 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1330±6.6
13.9K votes 1330.415 [1323.8, 1337.1] 11.49 · 波动Unstable $1.15 / $8 262.1K
33 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1330±6.6
13.9K votes 1330.415 [1323.8, 1337.1] 11.49 · 波动Unstable $1.15 / $8 262.1K
34 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1329±9.2
6.6K votes 1328.671 [1319.5, 1337.9] 21.95 · 不稳Volatile $1.25 / $10 400K
34 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1329±9.2
6.6K votes 1328.671 [1319.5, 1337.9] 21.95 · 不稳Volatile $1.25 / $10 400K
35 40 - 87
deepseek-v3.2
DeepSeek · MIT
1324±7.9
8.4K votes 1324.272 [1316.3, 1332.2] 16.36 · 不稳Volatile $0.25 / $0.38 131.1K
35 40 - 87
deepseek-v3.2
DeepSeek · MIT
1324±7.9
8.4K votes 1324.272 [1316.3, 1332.2] 16.36 · 不稳Volatile $0.25 / $0.38 131.1K
36 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±8.6
8.9K votes 1312.485 [1303.9, 1321.1] 19.18 · 不稳Volatile $0.26 / $1 196.6K
36 95 - 187
minimax-m2
MiniMax · Apache 2.0
1312±8.6
8.9K votes 1312.485 [1303.9, 1321.1] 19.18 · 不稳Volatile $0.26 / $1 196.6K
37 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1309±6.5
15.2K votes 1308.800 [1302.3, 1315.3] 11.15 · 波动Unstable $1 / $5 200K
37 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1309±6.5
15.2K votes 1308.800 [1302.3, 1315.3] 11.15 · 波动Unstable $1 / $5 200K
38 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1306±13.5
2.2K votes 1305.603 [1292.1, 1319.1] 47.17 · 不稳Volatile $0.10 / $0.30 262.1K
38 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1306±13.5
2.2K votes 1305.603 [1292.1, 1319.1] 47.17 · 不稳Volatile $0.10 / $0.30 262.1K
39 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1287±10.3
5.2K votes 1287.162 [1276.8, 1297.5] 27.76 · 不稳Volatile $0.27 / $0.41 163.8K
39 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1287±10.3
5.2K votes 1287.162 [1276.8, 1297.5] 27.76 · 不稳Volatile $0.27 / $0.41 163.8K
40 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1284±6.6
14.9K votes 1283.670 [1277.0, 1290.3] 11.43 · 波动Unstable $0.40 / $1.60 262.1K
40 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1284±6.6
14.9K votes 1283.670 [1277.0, 1290.3] 11.43 · 波动Unstable $0.40 / $1.60 262.1K
41 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1260±15.1
2.0K votes 1260.226 [1245.2, 1275.3] 59.10 · 不稳Volatile $0.21 / $0.83 256K
41 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1260±15.1
2.0K votes 1260.226 [1245.2, 1275.3] 59.10 · 不稳Volatile $0.21 / $0.83 256K
42 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1256±16.0
1.7K votes 1255.556 [1239.6, 1271.5] 66.23 · 不稳Volatile $0.14 / $1 262.1K
42 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1256±16.0
1.7K votes 1255.556 [1239.6, 1271.5] 66.23 · 不稳Volatile $0.14 / $1 262.1K
43 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1254±16.9
1.4K votes 1253.522 [1236.7, 1270.4] 73.93 · 不稳Volatile $0.25 / $1.50 1M
43 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1254±16.9
1.4K votes 1253.522 [1236.7, 1270.4] 73.93 · 不稳Volatile $0.25 / $1.50 1M
44 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±16.8
1.5K votes 1243.830 [1227.0, 1260.6] 73.47 · 不稳Volatile $0.25 / $2 400K
44 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±16.8
1.5K votes 1243.830 [1227.0, 1260.6] 73.47 · 不稳Volatile $0.25 / $2 400K
45 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1243±17.1
1.5K votes 1242.694 [1225.6, 1259.8] 76.41 · 不稳Volatile N/A N/A
45 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1243±17.1
1.5K votes 1242.694 [1225.6, 1259.8] 76.41 · 不稳Volatile N/A N/A
46 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1236±9.1
7.1K votes 1236.323 [1227.2, 1245.5] 21.78 · 不稳Volatile $0.20 / $0.50 2M
46 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1236±9.1
7.1K votes 1236.323 [1227.2, 1245.5] 21.78 · 不稳Volatile $0.20 / $0.50 2M
47 13 - 112
mistral-large-3
Mistral · Apache 2.0
1223±19.8
1.0K votes 1223.103 [1203.3, 1242.9] 101.68 · 不稳Volatile $0.50 / $1.50 N/A
47 13 - 112
mistral-large-3
Mistral · Apache 2.0
1223±19.8
1.0K votes 1223.103 [1203.3, 1242.9] 101.68 · 不稳Volatile $0.50 / $1.50 N/A
48 3 - 32
gemini-2.5-pro
Google · Proprietary
1206±12.6
3.5K votes 1206.195 [1193.6, 1218.8] 41.37 · 不稳Volatile $1.25 / $10 1M
48 3 - 32
gemini-2.5-pro
Google · Proprietary
1206±12.6
3.5K votes 1206.195 [1193.6, 1218.8] 41.37 · 不稳Volatile $1.25 / $10 1M
49 1 - 37
grok-4.1-thinking
xAI · Proprietary
1205±19.1
1.3K votes 1204.700 [1185.6, 1223.8] 94.48 · 不稳Volatile N/A N/A
49 1 - 37
grok-4.1-thinking
xAI · Proprietary
1205±19.1
1.3K votes 1204.700 [1185.6, 1223.8] 94.48 · 不稳Volatile N/A N/A
50 59 - 61
devstral-2
Mistral · Modified MIT
1198±16.1
1.7K votes 1197.695 [1181.6, 1213.8] 67.51 · 不稳Volatile N/A N/A
50 59 - 61
devstral-2
Mistral · Modified MIT
1198±16.1
1.7K votes 1197.695 [1181.6, 1213.8] 67.51 · 不稳Volatile N/A N/A
51 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1151±22.6
968 votes 1151.472 [1128.9, 1174.1] 132.77 · 不稳Volatile $0.20 / $0.50 2M
51 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1151±22.6
968 votes 1151.472 [1128.9, 1174.1] 132.77 · 不稳Volatile $0.20 / $0.50 2M
52 73 - 75
grok-code-fast-1
xAI · Proprietary
1143±21.4
1.0K votes 1142.684 [1121.3, 1164.0] 118.68 · 不稳Volatile $0.20 / $1.50 256K
52 73 - 75
grok-code-fast-1
xAI · Proprietary
1143±21.4
1.0K votes 1142.684 [1121.3, 1164.0] 118.68 · 不稳Volatile $0.20 / $1.50 256K
53 76 - 76
devstral-medium-2507
Mistral · Proprietary
1100±21.8
1.0K votes 1099.661 [1077.9, 1121.5] 123.82 · 不稳Volatile $0.40 / $2 128K
53 76 - 76
devstral-medium-2507
Mistral · Proprietary
1100±21.8
1.0K votes 1099.661 [1077.9, 1121.5] 123.82 · 不稳Volatile $0.40 / $2 128K
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