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 - 1
kimi-k3
月之暗面 · Proprietary
1677±17.0Preliminary
1.8K 票votes 1677.000 [1660.0, 1694.0] 0.00 · 稳定Stable $3 / $15 1M
🥈 2 - 3
claude-fable-5
Anthropic · Proprietary
1636±12.0
2.9K 票votes 1636.000 [1624.0, 1648.0] 1.00 · 稳定Stable $10 / $50 1M
🥉 2 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1633±11.0
3.6K 票votes 1633.000 [1622.0, 1644.0] 1.00 · 稳定Stable $5 / $30 1.1M
4 4 - 4
glm-5.2 (max)
智谱 ZAI · MIT
1593±10.0
5.2K 票votes 1593.000 [1583.0, 1603.0] 0.00 · 稳定Stable $1.40 / $4.40 1M
5 5 - 9
claude-opus-4-8-thinking
Anthropic · Proprietary
1564±8.0
7.8K 票votes 1564.000 [1556.0, 1572.0] 4.00 · 稳定Stable $5 / $25 1M
6 5 - 10
claude-opus-4-7-thinking
Anthropic · Proprietary
1559±7.0
11.0K 票votes 1559.000 [1552.0, 1566.0] 5.00 · 波动Unstable $5 / $25 1M
7 5 - 11
grok-4.5
SpaceXAI · Proprietary
1556±12.0
2.7K 票votes 1556.000 [1544.0, 1568.0] 6.00 · 波动Unstable $2 / $6 500K
8 5 - 11
claude-opus-4-7
Anthropic · Proprietary
1555±7.0
10.4K 票votes 1555.000 [1548.0, 1562.0] 6.00 · 波动Unstable $5 / $25 1M
9 5 - 14
claude-sonnet-5-high
Anthropic · Proprietary
1546±11.0
3.4K 票votes 1546.000 [1535.0, 1557.0] 9.00 · 波动Unstable $2 / $10 1M
10 7 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1543±6.0
13.4K 票votes 1543.000 [1537.0, 1549.0] 7.00 · 波动Unstable $5 / $25 1M
11 6 - 16
muse-spark-1.1
Meta · Proprietary
1540±12.0Preliminary
2.6K 票votes 1540.000 [1528.0, 1552.0] 10.00 · 波动Unstable $1.25 / $4.25 N/A
12 9 - 15
claude-opus-4-6
Anthropic · Proprietary
1536±6.0
14.6K 票votes 1536.000 [1530.0, 1542.0] 6.00 · 波动Unstable $5 / $25 1M
13 9 - 16
claude-opus-4-8
Anthropic · Proprietary
1534±8.0
6.5K 票votes 1534.000 [1526.0, 1542.0] 7.00 · 波动Unstable $5 / $25 1M
14 9 - 18
seed-2.1-pro-preview
字节跳动 · Proprietary
1531±10.0Preliminary
4.4K 票votes 1531.000 [1521.0, 1541.0] 9.00 · 波动Unstable N/A N/A
15 11 - 19
glm-5.1
智谱 ZAI · MIT
1525±8.0
6.3K 票votes 1525.000 [1517.0, 1533.0] 8.00 · 波动Unstable $1.40 / $4.40 202.8K
16 12 - 19
claude-sonnet-4-6
Anthropic · Proprietary
1522±6.0
16.8K 票votes 1522.000 [1516.0, 1528.0] 7.00 · 波动Unstable $3 / $15 1M
17 14 - 20
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1516±8.0Preliminary
6.9K 票votes 1516.000 [1508.0, 1524.0] 6.00 · 波动Unstable $1.48 / $4.42 1M
18 14 - 20
kimi-k2.6
月之暗面 · Modified MIT
1515±7.0
9.4K 票votes 1515.000 [1508.0, 1522.0] 6.00 · 波动Unstable $0.95 / $4 262.1K
19 17 - 21
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1506±7.0
9.6K 票votes 1506.000 [1499.0, 1513.0] 4.00 · 稳定Stable $5 / $30 N/A
20 15 - 24
gemini-3.5-flash
Google · Proprietary
1504±13.0
2.3K 票votes 1504.000 [1491.0, 1517.0] 9.00 · 波动Unstable $1.50 / $9 1M
21 19 - 25
minimax-m3
MiniMax · MiniMax Community License
1492±8.0
6.9K 票votes 1492.000 [1484.0, 1500.0] 6.00 · 波动Unstable $0.60 / $2.40 N/A
22 20 - 25
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1490±7.0
13.1K 票votes 1490.000 [1483.0, 1497.0] 5.00 · 波动Unstable $5 / $25 200K
23 20 - 26
gemini-3.5-flash-medium
Google · Proprietary
1488±9.0
6.1K 票votes 1488.000 [1479.0, 1497.0] 6.00 · 波动Unstable $1.50 / $9 1M
24 21 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1483±7.0
11.5K 票votes 1483.000 [1476.0, 1490.0] 6.00 · 波动Unstable N/A N/A
25 20 - 29
qwen3.6-max-preview
阿里巴巴 · Proprietary
1480±12.0
2.5K 票votes 1480.000 [1468.0, 1492.0] 9.00 · 波动Unstable $1.04 / $6.24 262.1K
26 23 - 29
mimo-v2.5-pro
小米 · MIT
1474±7.0
10.0K 票votes 1474.000 [1467.0, 1481.0] 6.00 · 波动Unstable $0.43 / $0.87 1M
27 24 - 31
kimi-k2.7-code
月之暗面 · Modified MIT
1470±9.0
4.7K 票votes 1470.000 [1461.0, 1479.0] 7.00 · 波动Unstable $0.82 / $3.75 262.1K
28 25 - 31
claude-opus-4-5-20251101
Anthropic · Proprietary
1466±6.0
15.3K 票votes 1466.000 [1460.0, 1472.0] 6.00 · 波动Unstable $5 / $25 200K
29 27 - 34
qwen3.6-plus
阿里巴巴 · Proprietary
1459±6.0
12.4K 票votes 1459.000 [1453.0, 1465.0] 7.00 · 波动Unstable $0.33 / $1.95 1M
30 27 - 34
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±7.0
9.4K 票votes 1459.000 [1452.0, 1466.0] 7.00 · 波动Unstable $0.43 / $0.87 1M
31 25 - 38
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1457±17.0
1.5K 票votes 1457.000 [1440.0, 1474.0] 13.00 · 不稳Volatile $2.50 / $15 1.1M
32 29 - 38
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1450±7.0
9.7K 票votes 1450.000 [1443.0, 1457.0] 9.00 · 波动Unstable N/A N/A
33 29 - 38
deepseek-v4-pro
DeepSeek · MIT
1446±7.0
10.2K 票votes 1446.000 [1439.0, 1453.0] 9.00 · 波动Unstable $0.43 / $0.87 1M
34 31 - 40
gemini-3.1-pro-preview
Google · Proprietary
1444±5.0
18.0K 票votes 1444.000 [1439.0, 1449.0] 9.00 · 波动Unstable $2 / $12 1M
35 31 - 43
glm-4.7
智谱 ZAI · MIT
1440±10.0
4.9K 票votes 1440.000 [1430.0, 1450.0] 12.00 · 不稳Volatile $0.40 / $1.75 202.8K
36 31 - 43
gemini-3-pro
Google · Proprietary
1439±7.0
17.2K 票votes 1439.000 [1432.0, 1446.0] 12.00 · 不稳Volatile $2 / $12 1M
37 31 - 43
gemini-3-flash
Google · Proprietary
1437±8.0
13.3K 票votes 1437.000 [1429.0, 1445.0] 12.00 · 不稳Volatile $0.50 / $3 1M
38 29 - 44
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1437±16.0
1.4K 票votes 1437.000 [1421.0, 1453.0] 15.00 · 不稳Volatile $2.50 / $15 1.1M
39 34 - 43
kimi-k2.5-thinking
月之暗面 · Modified MIT
1433±6.0
15.6K 票votes 1433.000 [1427.0, 1439.0] 9.00 · 波动Unstable $0.60 / $3 N/A
40 34 - 43
mimo-v2-pro
小米 · Proprietary
1431±8.0
6.9K 票votes 1431.000 [1423.0, 1439.0] 9.00 · 波动Unstable $1 / $3 1M
41 35 - 43
glm-5
智谱 ZAI · MIT
1430±8.0
7.5K 票votes 1430.000 [1422.0, 1438.0] 8.00 · 波动Unstable $1 / $3.20 202.8K
42 35 - 44
mimo-v2.5
小米 · MIT
1427±7.0
9.1K 票votes 1427.000 [1420.0, 1434.0] 9.00 · 波动Unstable $0.14 / $0.28 1M
43 35 - 47
inkling
Thinky · Apache 2.0
1426±12.0
2.8K 票votes 1426.000 [1414.0, 1438.0] 12.00 · 不稳Volatile $1 / $4.05 1M
44 43 - 54
kimi-k2.5-instant
月之暗面 · Modified MIT
1408±11.0
3.6K 票votes 1408.000 [1397.0, 1419.0] 11.00 · 波动Unstable $0.57 / $2.85 262.1K
45 43 - 56
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1406±12.0
3.0K 票votes 1406.000 [1394.0, 1418.0] 13.00 · 不稳Volatile $1.75 / $14 400K
46 41 - 59
gpt-5.2
OpenAI · Proprietary
1406±17.0
1.5K 票votes 1406.000 [1389.0, 1423.0] 18.00 · 不稳Volatile $1.75 / $14 400K
47 43 - 59
glm-5v-turbo
智谱 ZAI · Proprietary
1403±16.0
1.5K 票votes 1403.000 [1387.0, 1419.0] 16.00 · 不稳Volatile $1.20 / $4 202.8K
48 44 - 58
gpt-5.4-mini-high
OpenAI · Proprietary
1398±7.0
10.6K 票votes 1398.000 [1391.0, 1405.0] 14.00 · 不稳Volatile $0.75 / $4.50 400K
49 44 - 58
minimax-m2.7
MiniMax · Modified MIT
1396±6.0
11.0K 票votes 1396.000 [1390.0, 1402.0] 14.00 · 不稳Volatile $0.25 / $1 204.8K
50 44 - 58
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±6.0
15.1K 票votes 1396.000 [1390.0, 1402.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 44 - 61
gpt-5-medium
OpenAI · Proprietary
1394±13.0
3.8K 票votes 1394.000 [1381.0, 1407.0] 17.00 · 不稳Volatile $1.25 / $10 400K
52 44 - 60
minimax-m2.1-preview
MiniMax · MIT
1392±8.0
9.3K 票votes 1392.000 [1384.0, 1400.0] 16.00 · 不稳Volatile $0.30 / $1.20 204.8K
53 44 - 61
gpt-5.1-medium
OpenAI · Proprietary
1391±10.0
6.1K 票votes 1391.000 [1381.0, 1401.0] 17.00 · 不稳Volatile $1.25 / $10 400K
54 45 - 61
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±7.0
15.7K 票votes 1388.000 [1381.0, 1395.0] 16.00 · 不稳Volatile $3 / $15 200K
55 46 - 60
gemini-3-flash (thinking-minimal)
Google · Proprietary
1388±5.0
22.0K 票votes 1388.000 [1383.0, 1393.0] 14.00 · 不稳Volatile $0.50 / $3 1M
56 46 - 61
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±6.0
18.4K 票votes 1386.000 [1380.0, 1392.0] 15.00 · 不稳Volatile $3 / $15 200K
57 45 - 62
claude-opus-4-1-20250805
Anthropic · Proprietary
1386±9.0
8.6K 票votes 1386.000 [1377.0, 1395.0] 17.00 · 不稳Volatile $15 / $75 200K
58 44 - 67
gpt-5.4
OpenAI · Proprietary
1385±19.0
988 票votes 1385.000 [1366.0, 1404.0] 23.00 · 不稳Volatile $2.50 / $15 1.1M
59 49 - 65
minimax-m2.5
MiniMax · Modified MIT
1381±8.0
7.9K 票votes 1381.000 [1373.0, 1389.0] 16.00 · 不稳Volatile $0.15 / $0.90 204.8K
60 51 - 64
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1381±6.0
13.6K 票votes 1381.000 [1375.0, 1387.0] 13.00 · 不稳Volatile $2 / $6 2M
61 53 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1371±11.0
3.6K 票votes 1371.000 [1360.0, 1382.0] 17.00 · 不稳Volatile $1.75 / $14 400K
62 58 - 70
deepseek-v3.2-thinking
DeepSeek · MIT
1368±8.0
7.9K 票votes 1368.000 [1360.0, 1376.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
63 59 - 70
gemma-4-31b
Google · Apache 2.0
1367±8.0
6.8K 票votes 1367.000 [1359.0, 1375.0] 11.00 · 波动Unstable $0.14 / $0.40 262.1K
64 60 - 70
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1364±7.0
8.2K 票votes 1364.000 [1357.0, 1371.0] 10.00 · 波动Unstable $0.26 / $2.08 262.1K
65 57 - 72
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±17.0
1.4K 票votes 1362.000 [1345.0, 1379.0] 15.00 · 不稳Volatile N/A N/A
66 60 - 70
grok-4.3
SpaceXAI · Proprietary
1361±7.0
8.9K 票votes 1361.000 [1354.0, 1368.0] 10.00 · 波动Unstable $1.25 / $2.50 1M
67 58 - 72
gemma-4-26b-a4b
Google · Apache 2.0
1360±16.0
1.5K 票votes 1360.000 [1344.0, 1376.0] 14.00 · 不稳Volatile N/A N/A
68 61 - 70
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±8.0
7.7K 票votes 1356.000 [1348.0, 1364.0] 9.00 · 波动Unstable $0.26 / $2.60 262.1K
69 61 - 71
glm-4.6
智谱 ZAI · MIT
1355±9.0
8.3K 票votes 1355.000 [1346.0, 1364.0] 10.00 · 波动Unstable $0.50 / $2 202.8K
70 61 - 72
laguna-m.1
Poolside · Apache 2.0
1353±10.0
4.4K 票votes 1353.000 [1343.0, 1363.0] 11.00 · 波动Unstable $0.20 / $0.40 262.1K
71 67 - 76
gpt-5.1
OpenAI · Proprietary
1339±7.0
12.9K 票votes 1339.000 [1332.0, 1346.0] 9.00 · 波动Unstable $1.25 / $10 400K
72 68 - 77
mimo-v2-flash (non-thinking)
小米 · MIT
1337±8.0
6.7K 票votes 1337.000 [1329.0, 1345.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
73 71 - 77
gpt-5.2-codex
OpenAI · Proprietary
1334±8.0
7.8K 票votes 1334.000 [1326.0, 1342.0] 6.00 · 波动Unstable $1.75 / $14 400K
74 71 - 77
deepseek-v3.2
DeepSeek · MIT
1332±7.0
10.5K 票votes 1332.000 [1325.0, 1339.0] 6.00 · 波动Unstable $0.27 / $0.40 163.8K
75 71 - 77
gpt-5.1-codex
OpenAI · Proprietary
1330±10.0
6.2K 票votes 1330.000 [1320.0, 1340.0] 6.00 · 波动Unstable $1.25 / $10 400K
76 71 - 77
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1329±6.0
15.3K 票votes 1329.000 [1323.0, 1335.0] 6.00 · 波动Unstable $1.15 / $8 262.1K
77 72 - 77
claude-haiku-4-5-20251001
Anthropic · Proprietary
1327±5.0
26.4K 票votes 1327.000 [1322.0, 1332.0] 5.00 · 波动Unstable $1 / $5 200K
78 78 - 81
minimax-m2
MiniMax · Apache 2.0
1304±9.0
8.4K 票votes 1304.000 [1295.0, 1313.0] 3.00 · 稳定Stable $0.30 / $1.20 204.8K
79 78 - 81
laguna-xs.2
Poolside · Apache 2.0
1303±11.0
3.9K 票votes 1303.000 [1292.0, 1314.0] 3.00 · 稳定Stable $0.10 / $0.20 262.1K
80 78 - 82
mimo-v2-flash (thinking)
小米 · MIT
1300±14.0
2.1K 票votes 1300.000 [1286.0, 1314.0] 4.00 · 稳定Stable $0.10 / $0.30 262.1K
81 78 - 83
deepseek-v3.2-exp
DeepSeek · MIT
1288±11.0
4.9K 票votes 1288.000 [1277.0, 1299.0] 5.00 · 波动Unstable $0.27 / $0.41 163.8K
82 80 - 83
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1281±7.0
15.2K 票votes 1281.000 [1274.0, 1288.0] 3.00 · 稳定Stable $0.40 / $1.60 262.1K
83 81 - 89
mistral-medium-3.5
Mistral · Modified MIT
1267±15.0
2.2K 票votes 1267.000 [1252.0, 1282.0] 8.00 · 波动Unstable $1.50 / $7.50 262.1K
84 83 - 91
KAT-Coder-Pro-V1
· Proprietary
1259±16.0
1.9K 票votes 1259.000 [1243.0, 1275.0] 8.00 · 波动Unstable $0.21 / $0.83 256K
85 83 - 89
gemini-3.1-flash-lite-preview
Google · Proprietary
1253±7.0
13.6K 票votes 1253.000 [1246.0, 1260.0] 6.00 · 波动Unstable $0.25 / $1.50 1M
86 83 - 91
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1250±16.0
1.8K 票votes 1250.000 [1234.0, 1266.0] 8.00 · 波动Unstable $0.14 / $1 262.1K
87 83 - 92
trinity-large-thinking
· Apache 2.0
1243±19.0
1.3K 票votes 1243.000 [1224.0, 1262.0] 9.00 · 波动Unstable $0.25 / $0.80 262.1K
88 83 - 92
gpt-5.1-codex-mini
OpenAI · Proprietary
1240±18.0
1.4K 票votes 1240.000 [1222.0, 1258.0] 9.00 · 波动Unstable $0.25 / $2 400K
89 83 - 92
qwen3.5-flash
阿里巴巴 · Proprietary
1237±17.0
1.6K 票votes 1237.000 [1220.0, 1254.0] 9.00 · 波动Unstable N/A N/A
90 85 - 92
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±9.0
6.9K 票votes 1234.000 [1225.0, 1243.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
91 85 - 95
mistral-large-3
Mistral · Apache 2.0
1223±20.0
1.0K 票votes 1223.000 [1203.0, 1243.0] 10.00 · 波动Unstable $0.50 / $1.50 N/A
92 87 - 95
grok-4.1-thinking
SpaceXAI · Proprietary
1209±20.0
1.2K 票votes 1209.000 [1189.0, 1229.0] 8.00 · 波动Unstable N/A N/A
93 91 - 95
gemini-2.5-pro
Google · Proprietary
1204±13.0
3.3K 票votes 1204.000 [1191.0, 1217.0] 4.00 · 稳定Stable $1.25 / $10 1M
94 91 - 96
devstral-2
Mistral · Modified MIT
1200±17.0
1.6K 票votes 1200.000 [1183.0, 1217.0] 5.00 · 波动Unstable N/A N/A
95 91 - 96
granite-4.1-8b
IBM · Apache 2.0
1200±17.0
1.8K 票votes 1200.000 [1183.0, 1217.0] 5.00 · 波动Unstable $0.05 / $0.10 131.1K
96 94 - 98
mercury-2
Inception AI · Proprietary
1164±23.0
947 票votes 1164.000 [1141.0, 1187.0] 4.00 · 稳定Stable $0.25 / $0.75 128K
97 96 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1151±23.0
935 票votes 1151.000 [1128.0, 1174.0] 2.00 · 稳定Stable $0.20 / $0.50 2M
98 96 - 98
grok-code-fast-1
SpaceXAI · Proprietary
1140±22.0
981 票votes 1140.000 [1118.0, 1162.0] 2.00 · 稳定Stable $0.20 / $1.50 N/A
99 99 - 99
devstral-medium-2507
Mistral · Proprietary
1093±23.0
993 票votes 1093.000 [1070.0, 1116.0] 0.00 · 稳定Stable $0.40 / $2 128K
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