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
1547±11.4
4.1K votes 1547.351 [1535.9, 1558.8] 34.10 · 不稳Volatile $5 / $25 1M
🥇 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1547±11.4
4.1K votes 1547.351 [1535.9, 1558.8] 34.10 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1547±12.3
3.3K votes 1546.772 [1534.5, 1559.1] 39.40 · 不稳Volatile $5 / $25 1M
🥈 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1547±12.3
3.3K votes 1546.772 [1534.5, 1559.1] 39.40 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1521±9.3
5.8K votes 1521.109 [1511.8, 1530.4] 22.60 · 不稳Volatile $3 / $15 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1521±9.3
5.8K votes 1521.109 [1511.8, 1530.4] 22.60 · 不稳Volatile $3 / $15 1M
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1490±7.0
13.3K votes 1489.897 [1482.9, 1496.9] 12.89 · 不稳Volatile $5 / $25 200K
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1490±7.0
13.3K votes 1489.897 [1482.9, 1496.9] 12.89 · 不稳Volatile $5 / $25 200K
5 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±6.9
13.4K votes 1467.119 [1460.2, 1474.0] 12.42 · 不稳Volatile $5 / $25 200K
5 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±6.9
13.4K votes 1467.119 [1460.2, 1474.0] 12.42 · 不稳Volatile $5 / $25 200K
6 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±16.7
1.5K votes 1457.596 [1440.9, 1474.3] 72.65 · 不稳Volatile $2.50 / $15 1.1M
6 11 - 25
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1458±16.7
1.5K votes 1457.596 [1440.9, 1474.3] 72.65 · 不稳Volatile $2.50 / $15 1.1M
7 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1456±10.2
4.3K votes 1456.184 [1446.0, 1466.3] 26.85 · 不稳Volatile $2 / $12 1M
7 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1456±10.2
4.3K votes 1456.184 [1446.0, 1466.3] 26.85 · 不稳Volatile $2 / $12 1M
8 21 - 134
minimax-m2.7
MiniMax · Proprietary
1452±15.4
1.7K votes 1451.751 [1436.3, 1467.2] 62.05 · 不稳Volatile $0.30 / $1.20 196.6K
8 21 - 134
minimax-m2.7
MiniMax · Proprietary
1452±15.4
1.7K votes 1451.751 [1436.3, 1467.2] 62.05 · 不稳Volatile $0.30 / $1.20 196.6K
9 1 - 47
glm-5
智谱 ZAI · MIT
1446±10.1
4.4K votes 1446.227 [1436.1, 1456.3] 26.63 · 不稳Volatile $1 / $3.20 202.8K
9 1 - 47
glm-5
智谱 ZAI · MIT
1446±10.1
4.4K votes 1446.227 [1436.1, 1456.3] 26.63 · 不稳Volatile $1 / $3.20 202.8K
10 20 - 71
glm-4.7
智谱 ZAI · MIT
1440±10.0
5.1K votes 1440.081 [1430.1, 1450.1] 26.10 · 不稳Volatile $0.40 / $1.75 202.8K
10 20 - 71
glm-4.7
智谱 ZAI · MIT
1440±10.0
5.1K votes 1440.081 [1430.1, 1450.1] 26.10 · 不稳Volatile $0.40 / $1.75 202.8K
11 1 - 28
gemini-3-flash
Google · Proprietary
1437±7.2
13.7K votes 1436.902 [1429.7, 1444.1] 13.43 · 不稳Volatile $0.50 / $3 1M
11 1 - 28
gemini-3-flash
Google · Proprietary
1437±7.2
13.7K votes 1436.902 [1429.7, 1444.1] 13.43 · 不稳Volatile $0.50 / $3 1M
12 1 - 18
gemini-3-pro
Google · Proprietary
1437±7.0
17.8K votes 1436.843 [1429.8, 1443.9] 12.80 · 不稳Volatile $2 / $12 1M
12 1 - 18
gemini-3-pro
Google · Proprietary
1437±7.0
17.8K votes 1436.843 [1429.8, 1443.9] 12.80 · 不稳Volatile $2 / $12 1M
13 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1432±8.7
6.0K votes 1431.807 [1423.1, 1440.5] 19.52 · 不稳Volatile $0.60 / $3 N/A
13 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1432±8.7
6.0K votes 1431.807 [1423.1, 1440.5] 19.52 · 不稳Volatile $0.60 / $3 N/A
14 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1428±15.7
1.6K votes 1428.272 [1412.6, 1444.0] 64.28 · 不稳Volatile $2.50 / $15 1.1M
14 5 - 32
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1428±15.7
1.6K votes 1428.272 [1412.6, 1444.0] 64.28 · 不稳Volatile $2.50 / $15 1.1M
15 34 - 132
minimax-m2.5
MiniMax · MIT
1417±9.1
5.9K votes 1416.624 [1407.6, 1425.7] 21.36 · 不稳Volatile $0.15 / $1.15 196.6K
15 34 - 132
minimax-m2.5
MiniMax · MIT
1417±9.1
5.9K votes 1416.624 [1407.6, 1425.7] 21.36 · 不稳Volatile $0.15 / $1.15 196.6K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1409±11.9
3.0K votes 1409.181 [1397.2, 1421.1] 37.09 · 不稳Volatile $1.75 / $14 400K
16 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1409±11.9
3.0K votes 1409.181 [1397.2, 1421.1] 37.09 · 不稳Volatile $1.75 / $14 400K
17 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1409±10.4
3.7K votes 1408.824 [1398.4, 1419.3] 28.35 · 不稳Volatile $0.44 / $2 262.1K
17 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1409±10.4
3.7K votes 1408.824 [1398.4, 1419.3] 28.35 · 不稳Volatile $0.44 / $2 262.1K
18 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1399±7.9
9.8K votes 1399.087 [1391.2, 1407.0] 16.27 · 不稳Volatile $0.29 / $0.95 196.6K
18 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1399±7.9
9.8K votes 1399.087 [1391.2, 1407.0] 16.27 · 不稳Volatile $0.29 / $0.95 196.6K
19 4 - 76
gpt-5.2
OpenAI · Proprietary
1397±15.8
1.6K votes 1396.538 [1380.8, 1412.3] 64.68 · 不稳Volatile $1.75 / $14 400K
19 4 - 76
gpt-5.2
OpenAI · Proprietary
1397±15.8
1.6K votes 1396.538 [1380.8, 1412.3] 64.68 · 不稳Volatile $1.75 / $14 400K
20 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1396±7.0
11.1K votes 1395.541 [1388.5, 1402.6] 12.90 · 不稳Volatile $0.50 / $3 1M
20 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1396±7.0
11.1K votes 1395.541 [1388.5, 1402.6] 12.90 · 不稳Volatile $0.50 / $3 1M
21 27 - 46
gpt-5-medium
OpenAI · Proprietary
1391±12.4
3.8K votes 1391.144 [1378.8, 1403.5] 39.85 · 不稳Volatile $1.25 / $10 400K
21 27 - 46
gpt-5-medium
OpenAI · Proprietary
1391±12.4
3.8K votes 1391.144 [1378.8, 1403.5] 39.85 · 不稳Volatile $1.25 / $10 400K
22 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1389±6.3
16.1K votes 1388.903 [1382.6, 1395.2] 10.38 · 波动Unstable $3 / $15 200K
22 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1389±6.3
16.1K votes 1388.903 [1382.6, 1395.2] 10.38 · 波动Unstable $3 / $15 200K
23 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±9.5
4.5K votes 1388.394 [1378.8, 1397.9] 23.71 · 不稳Volatile $0.39 / $2.34 262.1K
23 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±9.5
4.5K votes 1388.394 [1378.8, 1397.9] 23.71 · 不稳Volatile $0.39 / $2.34 262.1K
24 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1388±9.2
6.4K votes 1388.102 [1378.9, 1397.3] 21.82 · 不稳Volatile $1.25 / $10 400K
24 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1388±9.2
6.4K votes 1388.102 [1378.9, 1397.3] 21.82 · 不稳Volatile $1.25 / $10 400K
25 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.2
17.9K votes 1386.000 [1379.8, 1392.2] 10.11 · 波动Unstable $3 / $15 200K
25 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.2
17.9K votes 1386.000 [1379.8, 1392.2] 10.11 · 波动Unstable $3 / $15 200K
26 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1385±8.5
8.8K votes 1385.177 [1376.7, 1393.7] 18.86 · 不稳Volatile $15 / $75 200K
26 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1385±8.5
8.8K votes 1385.177 [1376.7, 1393.7] 18.86 · 不稳Volatile $15 / $75 200K
27 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1372±14.9
1.8K votes 1371.993 [1357.1, 1386.9] 57.53 · 不稳Volatile $2 / $6 2M
27 1 - 29
grok-4.20-beta-0309-reasoning
xAI · Proprietary
1372±14.9
1.8K votes 1371.993 [1357.1, 1386.9] 57.53 · 不稳Volatile $2 / $6 2M
28 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1372±11.2
3.1K votes 1371.703 [1360.5, 1382.9] 32.82 · 不稳Volatile $0.26 / $2.08 262.1K
28 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1372±11.2
3.1K votes 1371.703 [1360.5, 1382.9] 32.82 · 不稳Volatile $0.26 / $2.08 262.1K
29 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1371±8.1
7.5K votes 1370.807 [1362.7, 1378.9] 17.03 · 不稳Volatile $0.25 / $0.38 131.1K
29 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1371±8.1
7.5K votes 1370.807 [1362.7, 1378.9] 17.03 · 不稳Volatile $0.25 / $0.38 131.1K
30 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±12.0
2.8K votes 1354.392 [1342.4, 1366.4] 37.30 · 不稳Volatile $0.20 / $1.56 262.1K
30 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1354±12.0
2.8K votes 1354.392 [1342.4, 1366.4] 37.30 · 不稳Volatile $0.20 / $1.56 262.1K
31 9 - 98
glm-4.6
智谱 ZAI · MIT
1354±8.5
8.6K votes 1354.287 [1345.8, 1362.8] 18.88 · 不稳Volatile $0.39 / $1.90 204.8K
31 9 - 98
glm-4.6
智谱 ZAI · MIT
1354±8.5
8.6K votes 1354.287 [1345.8, 1362.8] 18.88 · 不稳Volatile $0.39 / $1.90 204.8K
32 4 - 68
gpt-5.1
OpenAI · Proprietary
1340±6.9
13.3K votes 1340.498 [1333.6, 1347.4] 12.35 · 不稳Volatile $1.25 / $10 400K
32 4 - 68
gpt-5.1
OpenAI · Proprietary
1340±6.9
13.3K votes 1340.498 [1333.6, 1347.4] 12.35 · 不稳Volatile $1.25 / $10 400K
33 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1338±8.1
7.0K votes 1338.380 [1330.3, 1346.4] 16.90 · 不稳Volatile $0.10 / $0.30 262.1K
33 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1338±8.1
7.0K votes 1338.380 [1330.3, 1346.4] 16.90 · 不稳Volatile $0.10 / $0.30 262.1K
34 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1337±7.7
7.9K votes 1337.191 [1329.5, 1344.9] 15.37 · 不稳Volatile $1.75 / $14 400K
34 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1337±7.7
7.9K votes 1337.191 [1329.5, 1344.9] 15.37 · 不稳Volatile $1.75 / $14 400K
35 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1327±9.2
6.4K votes 1326.801 [1317.6, 1336.0] 22.15 · 不稳Volatile $1.25 / $10 400K
35 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1327±9.2
6.4K votes 1326.801 [1317.6, 1336.0] 22.15 · 不稳Volatile $1.25 / $10 400K
36 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1327±6.4
14.5K votes 1326.726 [1320.3, 1333.1] 10.73 · 波动Unstable $1.15 / $8 262.1K
36 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1327±6.4
14.5K votes 1326.726 [1320.3, 1333.1] 10.73 · 波动Unstable $1.15 / $8 262.1K
37 40 - 87
deepseek-v3.2
DeepSeek · MIT
1323±7.6
9.0K votes 1323.417 [1315.8, 1331.0] 15.11 · 不稳Volatile $0.25 / $0.38 131.1K
37 40 - 87
deepseek-v3.2
DeepSeek · MIT
1323±7.6
9.0K votes 1323.417 [1315.8, 1331.0] 15.11 · 不稳Volatile $0.25 / $0.38 131.1K
38 95 - 187
minimax-m2
MiniMax · Apache 2.0
1311±8.6
8.7K votes 1311.045 [1302.5, 1319.6] 19.19 · 不稳Volatile $0.26 / $1 196.6K
38 95 - 187
minimax-m2
MiniMax · Apache 2.0
1311±8.6
8.7K votes 1311.045 [1302.5, 1319.6] 19.19 · 不稳Volatile $0.26 / $1 196.6K
39 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±6.3
15.8K votes 1307.783 [1301.5, 1314.1] 10.24 · 波动Unstable $1 / $5 200K
39 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1308±6.3
15.8K votes 1307.783 [1301.5, 1314.1] 10.24 · 波动Unstable $1 / $5 200K
40 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1303±13.5
2.1K votes 1303.003 [1289.5, 1316.5] 47.51 · 不稳Volatile $0.10 / $0.30 262.1K
40 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1303±13.5
2.1K votes 1303.003 [1289.5, 1316.5] 47.51 · 不稳Volatile $0.10 / $0.30 262.1K
41 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1285±10.4
5.1K votes 1285.428 [1275.0, 1295.8] 28.10 · 不稳Volatile $0.27 / $0.41 163.8K
41 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1285±10.4
5.1K votes 1285.428 [1275.0, 1295.8] 28.10 · 不稳Volatile $0.27 / $0.41 163.8K
42 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1283±6.3
15.5K votes 1283.197 [1276.9, 1289.5] 10.48 · 波动Unstable $0.40 / $1.60 262.1K
42 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1283±6.3
15.5K votes 1283.197 [1276.9, 1289.5] 10.48 · 波动Unstable $0.40 / $1.60 262.1K
43 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1258±15.1
1.9K votes 1257.688 [1242.6, 1272.8] 59.58 · 不稳Volatile $0.21 / $0.83 256K
43 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1258±15.1
1.9K votes 1257.688 [1242.6, 1272.8] 59.58 · 不稳Volatile $0.21 / $0.83 256K
44 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1252±16.3
1.5K votes 1252.235 [1235.9, 1268.5] 69.27 · 不稳Volatile $0.25 / $1.50 1M
44 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1252±16.3
1.5K votes 1252.235 [1235.9, 1268.5] 69.27 · 不稳Volatile $0.25 / $1.50 1M
45 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1250±15.4
1.8K votes 1249.665 [1234.2, 1265.1] 62.06 · 不稳Volatile $0.14 / $1 262.1K
45 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1250±15.4
1.8K votes 1249.665 [1234.2, 1265.1] 62.06 · 不稳Volatile $0.14 / $1 262.1K
46 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1242±17.0
1.5K votes 1241.561 [1224.6, 1258.5] 75.09 · 不稳Volatile $0.25 / $2 400K
46 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1242±17.0
1.5K votes 1241.561 [1224.6, 1258.5] 75.09 · 不稳Volatile $0.25 / $2 400K
47 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1240±16.8
1.6K votes 1239.506 [1222.7, 1256.3] 73.66 · 不稳Volatile N/A N/A
47 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1240±16.8
1.6K votes 1239.506 [1222.7, 1256.3] 73.66 · 不稳Volatile N/A N/A
48 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1234±9.1
7.1K votes 1234.214 [1225.1, 1243.4] 21.74 · 不稳Volatile $0.20 / $0.50 2M
48 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1234±9.1
7.1K votes 1234.214 [1225.1, 1243.4] 21.74 · 不稳Volatile $0.20 / $0.50 2M
49 13 - 112
mistral-large-3
Mistral · Apache 2.0
1220±19.8
1.0K votes 1219.569 [1199.8, 1239.4] 101.97 · 不稳Volatile $0.50 / $1.50 N/A
49 13 - 112
mistral-large-3
Mistral · Apache 2.0
1220±19.8
1.0K votes 1219.569 [1199.8, 1239.4] 101.97 · 不稳Volatile $0.50 / $1.50 N/A
50 3 - 32
gemini-2.5-pro
Google · Proprietary
1205±12.8
3.4K votes 1204.757 [1192.0, 1217.6] 42.65 · 不稳Volatile $1.25 / $10 1M
50 3 - 32
gemini-2.5-pro
Google · Proprietary
1205±12.8
3.4K votes 1204.757 [1192.0, 1217.6] 42.65 · 不稳Volatile $1.25 / $10 1M
51 1 - 37
grok-4.1-thinking
xAI · Proprietary
1204±19.2
1.3K votes 1203.982 [1184.8, 1223.2] 96.01 · 不稳Volatile N/A N/A
51 1 - 37
grok-4.1-thinking
xAI · Proprietary
1204±19.2
1.3K votes 1203.982 [1184.8, 1223.2] 96.01 · 不稳Volatile N/A N/A
52 59 - 61
devstral-2
Mistral · Modified MIT
1198±16.4
1.6K votes 1198.254 [1181.9, 1214.6] 69.95 · 不稳Volatile N/A N/A
52 59 - 61
devstral-2
Mistral · Modified MIT
1198±16.4
1.6K votes 1198.254 [1181.9, 1214.6] 69.95 · 不稳Volatile N/A N/A
53 154 - 197
mercury-2
Inception AI · Proprietary
1183±20.8
1.1K votes 1182.873 [1162.0, 1203.7] 113.16 · 不稳Volatile $0.25 / $0.75 128K
53 154 - 197
mercury-2
Inception AI · Proprietary
1183±20.8
1.1K votes 1182.873 [1162.0, 1203.7] 113.16 · 不稳Volatile $0.25 / $0.75 128K
54 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1149±22.8
940 votes 1149.434 [1126.6, 1172.3] 135.83 · 不稳Volatile $0.20 / $0.50 2M
54 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1149±22.8
940 votes 1149.434 [1126.6, 1172.3] 135.83 · 不稳Volatile $0.20 / $0.50 2M
55 73 - 75
grok-code-fast-1
xAI · Proprietary
1139±21.9
992 votes 1138.611 [1116.8, 1160.5] 124.40 · 不稳Volatile $0.20 / $1.50 256K
55 73 - 75
grok-code-fast-1
xAI · Proprietary
1139±21.9
992 votes 1138.611 [1116.8, 1160.5] 124.40 · 不稳Volatile $0.20 / $1.50 256K
56 76 - 76
devstral-medium-2507
Mistral · Proprietary
1095±22.3
1.0K votes 1094.597 [1072.3, 1116.9] 129.81 · 不稳Volatile $0.40 / $2 128K
56 76 - 76
devstral-medium-2507
Mistral · Proprietary
1095±22.3
1.0K votes 1094.597 [1072.3, 1116.9] 129.81 · 不稳Volatile $0.40 / $2 128K
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