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
1556±13.8
2.6K votes 1556.286 [1542.4, 1570.1] 49.89 · 不稳Volatile $5 / $25 1M
🥇 1 - 6
claude-opus-4-6-thinking
Anthropic · Proprietary
1556±13.8
2.6K votes 1556.286 [1542.4, 1570.1] 49.89 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1555±12.6
3.3K votes 1555.348 [1542.7, 1568.0] 41.45 · 不稳Volatile $5 / $25 1M
🥈 1 - 7
claude-opus-4-6
Anthropic · Proprietary
1555±12.6
3.3K votes 1555.348 [1542.7, 1568.0] 41.45 · 不稳Volatile $5 / $25 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1523±12.3
3.1K votes 1522.861 [1510.6, 1535.1] 39.16 · 不稳Volatile $3 / $15 1M
🥉 4 - 28
claude-sonnet-4-6
Anthropic · Proprietary
1523±12.3
3.1K votes 1522.861 [1510.6, 1535.1] 39.16 · 不稳Volatile $3 / $15 1M
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±7.6
11.9K votes 1497.088 [1489.5, 1504.7] 15.06 · 不稳Volatile $5 / $25 200K
4 5 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±7.6
11.9K votes 1497.088 [1489.5, 1504.7] 15.06 · 不稳Volatile $5 / $25 200K
5 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1475±7.4
12.0K votes 1474.815 [1467.4, 1482.2] 14.23 · 不稳Volatile $5 / $25 200K
5 6 - 23
claude-opus-4-5-20251101
Anthropic · Proprietary
1475±7.4
12.0K votes 1474.815 [1467.4, 1482.2] 14.23 · 不稳Volatile $5 / $25 200K
6 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1461±15.0
1.8K votes 1461.495 [1446.5, 1476.5] 58.88 · 不稳Volatile $2 / $12 1M
6 1 - 12
gemini-3.1-pro-preview
Google · Proprietary
1461±15.0
1.8K votes 1461.495 [1446.5, 1476.5] 58.88 · 不稳Volatile $2 / $12 1M
7 1 - 47
glm-5
智谱 ZAI · MIT
1447±11.6
3.2K votes 1447.322 [1435.8, 1458.9] 34.79 · 不稳Volatile $1 / $3.20 202.8K
7 1 - 47
glm-5
智谱 ZAI · MIT
1447±11.6
3.2K votes 1447.322 [1435.8, 1458.9] 34.79 · 不稳Volatile $1 / $3.20 202.8K
8 1 - 18
gemini-3-pro
Google · Proprietary
1442±7.1
17.4K votes 1442.329 [1435.2, 1449.4] 13.17 · 不稳Volatile $2 / $12 1M
8 1 - 18
gemini-3-pro
Google · Proprietary
1442±7.1
17.4K votes 1442.329 [1435.2, 1449.4] 13.17 · 不稳Volatile $2 / $12 1M
9 1 - 28
gemini-3-flash
Google · Proprietary
1442±7.3
13.6K votes 1442.107 [1434.8, 1449.4] 13.88 · 不稳Volatile $0.50 / $3 1M
9 1 - 28
gemini-3-flash
Google · Proprietary
1442±7.3
13.6K votes 1442.107 [1434.8, 1449.4] 13.88 · 不稳Volatile $0.50 / $3 1M
10 20 - 71
glm-4.7
智谱 ZAI · MIT
1441±10.0
5.1K votes 1441.095 [1431.1, 1451.1] 25.97 · 不稳Volatile $0.40 / $1.75 202.8K
10 20 - 71
glm-4.7
智谱 ZAI · MIT
1441±10.0
5.1K votes 1441.095 [1431.1, 1451.1] 25.97 · 不稳Volatile $0.40 / $1.75 202.8K
11 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±9.6
4.6K votes 1438.470 [1428.8, 1448.1] 24.20 · 不稳Volatile $0.60 / $3 N/A
11 3 - 72
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±9.6
4.6K votes 1438.470 [1428.8, 1448.1] 24.20 · 不稳Volatile $0.60 / $3 N/A
12 34 - 132
minimax-m2.5
MiniMax · MIT
1422±10.3
4.3K votes 1422.481 [1412.2, 1432.8] 27.64 · 不稳Volatile $0.15 / $1.15 196.6K
12 34 - 132
minimax-m2.5
MiniMax · MIT
1422±10.3
4.3K votes 1422.481 [1412.2, 1432.8] 27.64 · 不稳Volatile $0.15 / $1.15 196.6K
13 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±10.7
3.5K votes 1414.947 [1404.3, 1425.6] 29.68 · 不稳Volatile $0.44 / $2 262.1K
13 2 - 115
kimi-k2.5-instant
月之暗面 · Modified MIT
1415±10.7
3.5K votes 1414.947 [1404.3, 1425.6] 29.68 · 不稳Volatile $0.44 / $2 262.1K
14 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1408±12.6
2.7K votes 1408.279 [1395.7, 1420.8] 41.12 · 不稳Volatile $1.75 / $14 400K
14 10 - 18
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1408±12.6
2.7K votes 1408.279 [1395.7, 1420.8] 41.12 · 不稳Volatile $1.75 / $14 400K
15 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1404±7.6
9.6K votes 1403.840 [1396.2, 1411.5] 15.11 · 不稳Volatile $0.50 / $3 1M
15 1 - 42
gemini-3-flash (thinking-minimal)
Google · Proprietary
1404±7.6
9.6K votes 1403.840 [1396.2, 1411.5] 15.11 · 不稳Volatile $0.50 / $3 1M
16 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1402±8.0
9.8K votes 1402.305 [1394.3, 1410.3] 16.61 · 不稳Volatile $0.29 / $0.95 196.6K
16 35 - 144
minimax-m2.1-preview
MiniMax · MIT
1402±8.0
9.8K votes 1402.305 [1394.3, 1410.3] 16.61 · 不稳Volatile $0.29 / $0.95 196.6K
17 4 - 76
gpt-5.2
OpenAI · Proprietary
1396±15.5
1.6K votes 1396.288 [1380.8, 1411.8] 62.52 · 不稳Volatile $1.75 / $14 400K
17 4 - 76
gpt-5.2
OpenAI · Proprietary
1396±15.5
1.6K votes 1396.288 [1380.8, 1411.8] 62.52 · 不稳Volatile $1.75 / $14 400K
18 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±11.2
3.1K votes 1396.148 [1385.0, 1407.3] 32.55 · 不稳Volatile $0.39 / $2.34 262.1K
18 5 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±11.2
3.1K votes 1396.148 [1385.0, 1407.3] 32.55 · 不稳Volatile $0.39 / $2.34 262.1K
19 27 - 46
gpt-5-medium
OpenAI · Proprietary
1394±12.3
3.9K votes 1393.889 [1381.6, 1406.2] 39.23 · 不稳Volatile $1.25 / $10 400K
19 27 - 46
gpt-5-medium
OpenAI · Proprietary
1394±12.3
3.9K votes 1393.889 [1381.6, 1406.2] 39.23 · 不稳Volatile $1.25 / $10 400K
20 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±6.7
14.8K votes 1389.805 [1383.1, 1396.5] 11.58 · 波动Unstable $3 / $15 200K
20 5 - 33
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1390±6.7
14.8K votes 1389.805 [1383.1, 1396.5] 11.58 · 波动Unstable $3 / $15 200K
21 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1390±8.5
9.0K votes 1389.756 [1381.3, 1398.2] 18.67 · 不稳Volatile $15 / $75 200K
21 11 - 45
claude-opus-4-1-20250805
Anthropic · Proprietary
1390±8.5
9.0K votes 1389.756 [1381.3, 1398.2] 18.67 · 不稳Volatile $15 / $75 200K
22 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1389±9.1
6.4K votes 1388.893 [1379.8, 1398.0] 21.51 · 不稳Volatile $1.25 / $10 400K
22 27 - 46
gpt-5.1-medium
OpenAI · Proprietary
1389±9.1
6.4K votes 1388.893 [1379.8, 1398.0] 21.51 · 不稳Volatile $1.25 / $10 400K
23 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.6
16.6K votes 1386.000 [1379.4, 1392.6] 11.23 · 波动Unstable $3 / $15 200K
23 8 - 34
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.6
16.6K votes 1386.000 [1379.4, 1392.6] 11.23 · 波动Unstable $3 / $15 200K
24 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1384±15.2
1.7K votes 1384.103 [1368.9, 1399.4] 60.52 · 不稳Volatile $0.26 / $2.08 262.1K
24 18 - 127
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1384±15.2
1.7K votes 1384.103 [1368.9, 1399.4] 60.52 · 不稳Volatile $0.26 / $2.08 262.1K
25 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1375±15.6
1.6K votes 1375.488 [1359.9, 1391.1] 63.58 · 不稳Volatile $0.20 / $1.56 262.1K
25 18 - 101
qwen3.5-27b
阿里巴巴 · Apache 2.0
1375±15.6
1.6K votes 1375.488 [1359.9, 1391.1] 63.58 · 不稳Volatile $0.20 / $1.56 262.1K
26 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1373±8.6
6.6K votes 1373.258 [1364.6, 1381.9] 19.32 · 不稳Volatile $0.25 / $0.38 131.1K
26 41 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1373±8.6
6.6K votes 1373.258 [1364.6, 1381.9] 19.32 · 不稳Volatile $0.25 / $0.38 131.1K
27 9 - 98
glm-4.6
智谱 ZAI · MIT
1357±8.5
8.7K votes 1357.088 [1348.6, 1365.5] 18.61 · 不稳Volatile $0.39 / $1.90 204.8K
27 9 - 98
glm-4.6
智谱 ZAI · MIT
1357±8.5
8.7K votes 1357.088 [1348.6, 1365.5] 18.61 · 不稳Volatile $0.39 / $1.90 204.8K
28 4 - 68
gpt-5.1
OpenAI · Proprietary
1344±6.9
13.3K votes 1343.657 [1336.8, 1350.6] 12.42 · 不稳Volatile $1.25 / $10 400K
28 4 - 68
gpt-5.1
OpenAI · Proprietary
1344±6.9
13.3K votes 1343.657 [1336.8, 1350.6] 12.42 · 不稳Volatile $1.25 / $10 400K
29 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1342±8.2
6.9K votes 1342.176 [1334.0, 1350.3] 17.37 · 不稳Volatile $0.10 / $0.30 262.1K
29 51 - 124
mimo-v2-flash (non-thinking)
小米 · MIT
1342±8.2
6.9K votes 1342.176 [1334.0, 1350.3] 17.37 · 不稳Volatile $0.10 / $0.30 262.1K
30 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1341±8.4
6.5K votes 1340.945 [1332.5, 1349.3] 18.36 · 不稳Volatile $1.75 / $14 400K
30 46 - 52
gpt-5.2-codex
OpenAI · Proprietary
1341±8.4
6.5K votes 1340.945 [1332.5, 1349.3] 18.36 · 不稳Volatile $1.75 / $14 400K
31 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1331±6.7
13.3K votes 1331.036 [1324.3, 1337.7] 11.69 · 波动Unstable $1.15 / $8 262.1K
31 41 - 76
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1331±6.7
13.3K votes 1331.036 [1324.3, 1337.7] 11.69 · 波动Unstable $1.15 / $8 262.1K
32 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1330±9.2
6.5K votes 1329.786 [1320.6, 1339.0] 21.93 · 不稳Volatile $1.25 / $10 400K
32 48 - 58
gpt-5.1-codex
OpenAI · Proprietary
1330±9.2
6.5K votes 1329.786 [1320.6, 1339.0] 21.93 · 不稳Volatile $1.25 / $10 400K
33 40 - 87
deepseek-v3.2
DeepSeek · MIT
1322±8.0
7.9K votes 1322.097 [1314.1, 1330.1] 16.77 · 不稳Volatile $0.25 / $0.38 131.1K
33 40 - 87
deepseek-v3.2
DeepSeek · MIT
1322±8.0
7.9K votes 1322.097 [1314.1, 1330.1] 16.77 · 不稳Volatile $0.25 / $0.38 131.1K
34 95 - 187
minimax-m2
MiniMax · Apache 2.0
1313±8.6
8.8K votes 1313.175 [1304.6, 1321.7] 19.09 · 不稳Volatile $0.26 / $1 196.6K
34 95 - 187
minimax-m2
MiniMax · Apache 2.0
1313±8.6
8.8K votes 1313.175 [1304.6, 1321.7] 19.09 · 不稳Volatile $0.26 / $1 196.6K
35 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1310±6.6
14.6K votes 1309.588 [1303.0, 1316.2] 11.36 · 波动Unstable $1 / $5 200K
35 49 - 83
claude-haiku-4-5-20251001
Anthropic · Proprietary
1310±6.6
14.6K votes 1309.588 [1303.0, 1316.2] 11.36 · 波动Unstable $1 / $5 200K
36 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1308±13.5
2.1K votes 1307.796 [1294.3, 1321.3] 47.31 · 不稳Volatile $0.10 / $0.30 262.1K
36 23 - 142
mimo-v2-flash (thinking)
小米 · MIT
1308±13.5
2.1K votes 1307.796 [1294.3, 1321.3] 47.31 · 不稳Volatile $0.10 / $0.30 262.1K
37 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1287±10.3
5.1K votes 1287.167 [1276.9, 1297.5] 27.64 · 不稳Volatile $0.27 / $0.41 163.8K
37 3 - 103
deepseek-v3.2-exp
DeepSeek · MIT
1287±10.3
5.1K votes 1287.167 [1276.9, 1297.5] 27.64 · 不稳Volatile $0.27 / $0.41 163.8K
38 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±6.7
14.3K votes 1282.447 [1275.8, 1289.1] 11.56 · 波动Unstable $0.40 / $1.60 262.1K
38 26 - 140
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±6.7
14.3K votes 1282.447 [1275.8, 1289.1] 11.56 · 波动Unstable $0.40 / $1.60 262.1K
39 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1260±15.1
2.0K votes 1259.893 [1244.8, 1275.0] 59.07 · 不稳Volatile $0.21 / $0.83 256K
39 63 - 69
KAT-Coder-Pro-V1
快手 · Proprietary
1260±15.1
2.0K votes 1259.893 [1244.8, 1275.0] 59.07 · 不稳Volatile $0.21 / $0.83 256K
40 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1257±16.1
1.7K votes 1256.872 [1240.7, 1273.0] 67.77 · 不稳Volatile $0.14 / $1 262.1K
40 33 - 115
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1257±16.1
1.7K votes 1256.872 [1240.7, 1273.0] 67.77 · 不稳Volatile $0.14 / $1 262.1K
41 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1255±16.9
1.4K votes 1255.347 [1238.5, 1272.2] 74.32 · 不稳Volatile $0.25 / $1.50 1M
41 2 - 70
gemini-3.1-flash-lite-preview
Google · Proprietary
1255±16.9
1.4K votes 1255.347 [1238.5, 1272.2] 74.32 · 不稳Volatile $0.25 / $1.50 1M
42 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±16.8
1.5K votes 1243.541 [1226.7, 1260.3] 73.54 · 不稳Volatile $0.25 / $2 400K
42 63 - 71
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±16.8
1.5K votes 1243.541 [1226.7, 1260.3] 73.54 · 不稳Volatile $0.25 / $2 400K
43 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1243±17.5
1.5K votes 1243.291 [1225.8, 1260.8] 79.43 · 不稳Volatile N/A N/A
43 19 - 124
qwen3.5-flash
阿里巴巴 · Proprietary
1243±17.5
1.5K votes 1243.291 [1225.8, 1260.8] 79.43 · 不稳Volatile N/A N/A
44 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1236±9.1
7.1K votes 1236.489 [1227.4, 1245.6] 21.58 · 不稳Volatile $0.20 / $0.50 2M
44 14 - 101
grok-4-1-fast-reasoning
xAI · Proprietary
1236±9.1
7.1K votes 1236.489 [1227.4, 1245.6] 21.58 · 不稳Volatile $0.20 / $0.50 2M
45 13 - 112
mistral-large-3
Mistral · Apache 2.0
1224±19.8
1.0K votes 1223.889 [1204.1, 1243.7] 101.84 · 不稳Volatile $0.50 / $1.50 N/A
45 13 - 112
mistral-large-3
Mistral · Apache 2.0
1224±19.8
1.0K votes 1223.889 [1204.1, 1243.7] 101.84 · 不稳Volatile $0.50 / $1.50 N/A
46 3 - 32
gemini-2.5-pro
Google · Proprietary
1206±12.7
3.5K votes 1206.215 [1193.5, 1218.9] 41.91 · 不稳Volatile $1.25 / $10 1M
46 3 - 32
gemini-2.5-pro
Google · Proprietary
1206±12.7
3.5K votes 1206.215 [1193.5, 1218.9] 41.91 · 不稳Volatile $1.25 / $10 1M
47 1 - 37
grok-4.1-thinking
xAI · Proprietary
1205±19.2
1.3K votes 1205.000 [1185.8, 1224.2] 95.60 · 不稳Volatile N/A N/A
47 1 - 37
grok-4.1-thinking
xAI · Proprietary
1205±19.2
1.3K votes 1205.000 [1185.8, 1224.2] 95.60 · 不稳Volatile N/A N/A
48 59 - 61
devstral-2
Mistral · Modified MIT
1199±16.1
1.7K votes 1198.718 [1182.6, 1214.8] 67.38 · 不稳Volatile N/A N/A
48 59 - 61
devstral-2
Mistral · Modified MIT
1199±16.1
1.7K votes 1198.718 [1182.6, 1214.8] 67.38 · 不稳Volatile N/A N/A
49 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1154±22.5
968 votes 1153.937 [1131.5, 1176.4] 131.61 · 不稳Volatile $0.20 / $0.50 2M
49 15 - 115
grok-4-fast-reasoning
xAI · Proprietary
1154±22.5
968 votes 1153.937 [1131.5, 1176.4] 131.61 · 不稳Volatile $0.20 / $0.50 2M
50 73 - 75
grok-code-fast-1
xAI · Proprietary
1142±21.4
1.0K votes 1141.694 [1120.3, 1163.1] 119.45 · 不稳Volatile $0.20 / $1.50 256K
50 73 - 75
grok-code-fast-1
xAI · Proprietary
1142±21.4
1.0K votes 1141.694 [1120.3, 1163.1] 119.45 · 不稳Volatile $0.20 / $1.50 256K
51 76 - 76
devstral-medium-2507
Mistral · Proprietary
1100±21.8
1.0K votes 1100.248 [1078.4, 1122.1] 124.23 · 不稳Volatile $0.40 / $2 128K
51 76 - 76
devstral-medium-2507
Mistral · Proprietary
1100±21.8
1.0K votes 1100.248 [1078.4, 1122.1] 124.23 · 不稳Volatile $0.40 / $2 128K
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