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 - 3
kimi-k3
月之暗面 · Proprietary
1715±43.0Preliminary
316 票votes 1715.000 [1672.0, 1758.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1679±27.0
665 票votes 1679.000 [1652.0, 1706.0] 2.00 · 稳定Stable $5 / $30 1.1M
🥉 1 - 3
claude-fable-5
Anthropic · Proprietary
1664±27.0
637 票votes 1664.000 [1637.0, 1691.0] 2.00 · 稳定Stable $10 / $50 1M
4 4 - 11
glm-5.2 (max)
智谱 ZAI · MIT
1587±17.0
1.4K 票votes 1587.000 [1570.0, 1604.0] 7.00 · 波动Unstable $1.40 / $4.40 1M
5 4 - 11
claude-opus-4-7-thinking
Anthropic · Proprietary
1583±11.0
3.4K 票votes 1583.000 [1572.0, 1594.0] 7.00 · 波动Unstable $5 / $25 1M
6 4 - 15
grok-4.5
SpaceXAI · Proprietary
1582±31.0
421 票votes 1582.000 [1551.0, 1613.0] 11.00 · 波动Unstable $2 / $6 500K
7 4 - 11
claude-opus-4-7
Anthropic · Proprietary
1580±11.0
3.3K 票votes 1580.000 [1569.0, 1591.0] 7.00 · 波动Unstable $5 / $25 1M
8 4 - 14
claude-opus-4-8-thinking
Anthropic · Proprietary
1567±14.0
2.1K 票votes 1567.000 [1553.0, 1581.0] 10.00 · 波动Unstable $5 / $25 1M
9 4 - 14
claude-opus-4-6-thinking
Anthropic · Proprietary
1564±10.0
3.8K 票votes 1564.000 [1554.0, 1574.0] 10.00 · 波动Unstable $5 / $25 1M
10 7 - 18
claude-opus-4-8
Anthropic · Proprietary
1553±14.0
1.9K 票votes 1553.000 [1539.0, 1567.0] 11.00 · 波动Unstable $5 / $25 1M
11 4 - 21
claude-sonnet-5-high
Anthropic · Proprietary
1552±24.0
704 票votes 1552.000 [1528.0, 1576.0] 17.00 · 不稳Volatile $2 / $10 1M
12 7 - 18
claude-opus-4-6
Anthropic · Proprietary
1550±10.0
4.3K 票votes 1550.000 [1540.0, 1560.0] 11.00 · 波动Unstable $5 / $25 1M
13 4 - 21
muse-spark-1.1
Meta · Proprietary
1544±29.0Preliminary
468 票votes 1544.000 [1515.0, 1573.0] 17.00 · 不稳Volatile $1.25 / $4.25 N/A
14 7 - 21
seed-2.1-pro-preview
字节跳动 · Proprietary
1538±18.0Preliminary
1.2K 票votes 1538.000 [1520.0, 1556.0] 14.00 · 不稳Volatile N/A N/A
15 9 - 21
glm-5.1
智谱 ZAI · MIT
1537±16.0
1.6K 票votes 1537.000 [1521.0, 1553.0] 12.00 · 不稳Volatile $1.40 / $4.40 202.8K
16 10 - 21
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1535±14.0Preliminary
2.0K 票votes 1535.000 [1521.0, 1549.0] 11.00 · 波动Unstable $1.48 / $4.42 1M
17 10 - 21
claude-sonnet-4-6
Anthropic · Proprietary
1533±9.0
4.9K 票votes 1533.000 [1524.0, 1542.0] 11.00 · 波动Unstable $3 / $15 1M
18 10 - 21
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1529±12.0
2.9K 票votes 1529.000 [1517.0, 1541.0] 11.00 · 波动Unstable $5 / $30 N/A
19 12 - 23
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1517±12.0
3.6K 票votes 1517.000 [1505.0, 1529.0] 11.00 · 波动Unstable $5 / $25 200K
20 12 - 23
kimi-k2.6
月之暗面 · Modified MIT
1517±12.0
2.7K 票votes 1517.000 [1505.0, 1529.0] 11.00 · 波动Unstable $0.95 / $4 262.1K
21 12 - 27
gemini-3.5-flash
Google · Proprietary
1510±23.0
749 票votes 1510.000 [1487.0, 1533.0] 15.00 · 不稳Volatile $1.50 / $9 1M
22 19 - 31
gemini-3.5-flash-medium
Google · Proprietary
1497±17.0
1.3K 票votes 1497.000 [1480.0, 1514.0] 12.00 · 不稳Volatile $1.50 / $9 1M
23 21 - 31
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1493±11.0
3.3K 票votes 1493.000 [1482.0, 1504.0] 10.00 · 波动Unstable N/A N/A
24 21 - 31
minimax-m3
MiniMax · MiniMax Community License
1491±14.0
1.9K 票votes 1491.000 [1477.0, 1505.0] 10.00 · 波动Unstable $0.60 / $2.40 N/A
25 19 - 34
qwen3.6-max-preview
阿里巴巴 · Proprietary
1487±21.0
838 票votes 1487.000 [1466.0, 1508.0] 15.00 · 不稳Volatile $1.04 / $6.24 262.1K
26 22 - 36
claude-opus-4-5-20251101
Anthropic · Proprietary
1474±11.0
4.2K 票votes 1474.000 [1463.0, 1485.0] 14.00 · 不稳Volatile $5 / $25 200K
27 22 - 36
deepseek-v4-pro-thinking
DeepSeek · MIT
1474±12.0
2.8K 票votes 1474.000 [1462.0, 1486.0] 14.00 · 不稳Volatile $0.43 / $0.87 1M
28 22 - 36
mimo-v2.5-pro
小米 · MIT
1472±11.0
3.0K 票votes 1472.000 [1461.0, 1483.0] 14.00 · 不稳Volatile $0.43 / $0.87 1M
29 21 - 39
kimi-k2.7-code
月之暗面 · Modified MIT
1471±17.0
1.4K 票votes 1471.000 [1454.0, 1488.0] 18.00 · 不稳Volatile $0.82 / $3.75 262.1K
30 21 - 48
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1463±29.0
427 票votes 1463.000 [1434.0, 1492.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
31 25 - 44
qwen3.6-plus
阿里巴巴 · Proprietary
1459±10.0
3.6K 票votes 1459.000 [1449.0, 1469.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
32 25 - 45
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1458±11.0
2.9K 票votes 1458.000 [1447.0, 1469.0] 20.00 · 不稳Volatile N/A N/A
33 26 - 45
gemini-3.1-pro-preview
Google · Proprietary
1456±9.0
5.2K 票votes 1456.000 [1447.0, 1465.0] 19.00 · 不稳Volatile $2 / $12 1M
34 22 - 49
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1455±31.0
432 票votes 1455.000 [1424.0, 1486.0] 27.00 · 不稳Volatile $2.50 / $15 1.1M
35 26 - 46
gemini-3-pro
Google · Proprietary
1453±11.0
5.0K 票votes 1453.000 [1442.0, 1464.0] 20.00 · 不稳Volatile $2 / $12 1M
36 25 - 49
glm-4.7
智谱 ZAI · MIT
1449±18.0
1.3K 票votes 1449.000 [1431.0, 1467.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
37 29 - 47
deepseek-v4-pro
DeepSeek · MIT
1448±12.0
2.8K 票votes 1448.000 [1436.0, 1460.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
38 29 - 49
glm-5
智谱 ZAI · MIT
1442±14.0
1.9K 票votes 1442.000 [1428.0, 1456.0] 20.00 · 不稳Volatile $1 / $3.20 202.8K
39 30 - 49
mimo-v2-pro
小米 · Proprietary
1441±13.0
2.2K 票votes 1441.000 [1428.0, 1454.0] 19.00 · 不稳Volatile $1 / $3 1M
40 30 - 49
gemini-3-flash
Google · Proprietary
1440±12.0
3.7K 票votes 1440.000 [1428.0, 1452.0] 19.00 · 不稳Volatile $0.50 / $3 1M
41 30 - 49
mimo-v2.5
小米 · MIT
1439±12.0
2.7K 票votes 1439.000 [1427.0, 1451.0] 19.00 · 不稳Volatile $0.14 / $0.28 1M
42 33 - 49
kimi-k2.5-thinking
月之暗面 · Modified MIT
1437±9.0
4.4K 票votes 1437.000 [1428.0, 1446.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
43 31 - 53
kimi-k2.5-instant
月之暗面 · Modified MIT
1427±21.0
898 票votes 1427.000 [1406.0, 1448.0] 22.00 · 不稳Volatile $0.57 / $2.85 262.1K
44 29 - 60
gpt-5.2
OpenAI · Proprietary
1427±31.0
434 票votes 1427.000 [1396.0, 1458.0] 31.00 · 不稳Volatile $1.75 / $14 400K
45 35 - 59
gpt-5-medium
OpenAI · Proprietary
1415±19.0
1.3K 票votes 1415.000 [1396.0, 1434.0] 24.00 · 不稳Volatile $1.25 / $10 400K
46 30 - 64
gpt-5.4
OpenAI · Proprietary
1415±36.0
293 票votes 1415.000 [1379.0, 1451.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
47 30 - 65
glm-5v-turbo
智谱 ZAI · Proprietary
1412±39.0
251 票votes 1412.000 [1373.0, 1451.0] 35.00 · 不稳Volatile $1.20 / $4 202.8K
48 34 - 62
inkling
Thinky · Apache 2.0
1412±26.0
551 票votes 1412.000 [1386.0, 1438.0] 28.00 · 不稳Volatile $1 / $4.05 1M
49 36 - 62
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1410±22.0
757 票votes 1410.000 [1388.0, 1432.0] 26.00 · 不稳Volatile $1.75 / $14 400K
50 43 - 60
gpt-5.4-mini-high
OpenAI · Proprietary
1407±11.0
3.1K 票votes 1407.000 [1396.0, 1418.0] 17.00 · 不稳Volatile $0.75 / $4.50 400K
51 43 - 62
gpt-5.1-medium
OpenAI · Proprietary
1399±15.0
1.8K 票votes 1399.000 [1384.0, 1414.0] 19.00 · 不稳Volatile $1.25 / $10 400K
52 43 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1397±9.0
4.5K 票votes 1397.000 [1388.0, 1406.0] 19.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 43 - 63
claude-opus-4-1-20250805
Anthropic · Proprietary
1397±14.0
2.6K 票votes 1397.000 [1383.0, 1411.0] 20.00 · 不稳Volatile $15 / $75 200K
54 44 - 62
gemini-3-flash (thinking-minimal)
Google · Proprietary
1392±8.0
6.3K 票votes 1392.000 [1384.0, 1400.0] 18.00 · 不稳Volatile $0.50 / $3 1M
55 44 - 64
minimax-m2.7
MiniMax · Modified MIT
1390±11.0
3.2K 票votes 1390.000 [1379.0, 1401.0] 20.00 · 不稳Volatile $0.25 / $1 204.8K
56 44 - 64
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1389±11.0
4.6K 票votes 1389.000 [1378.0, 1400.0] 20.00 · 不稳Volatile $3 / $15 200K
57 44 - 65
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±10.0
5.4K 票votes 1387.000 [1377.0, 1397.0] 21.00 · 不稳Volatile $3 / $15 200K
58 44 - 69
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1385±19.0
1.1K 票votes 1385.000 [1366.0, 1404.0] 25.00 · 不稳Volatile $1.75 / $14 400K
59 47 - 65
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1383±10.0
3.9K 票votes 1383.000 [1373.0, 1393.0] 18.00 · 不稳Volatile $2 / $6 2M
60 45 - 68
minimax-m2.1-preview
MiniMax · MIT
1383±13.0
2.3K 票votes 1383.000 [1370.0, 1396.0] 23.00 · 不稳Volatile $0.30 / $1.20 204.8K
61 44 - 72
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1374±29.0
449 票votes 1374.000 [1345.0, 1403.0] 28.00 · 不稳Volatile N/A N/A
62 52 - 70
minimax-m2.5
MiniMax · Modified MIT
1370±13.0
2.0K 票votes 1370.000 [1357.0, 1383.0] 18.00 · 不稳Volatile $0.15 / $0.90 204.8K
63 53 - 70
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1367±12.0
2.5K 票votes 1367.000 [1355.0, 1379.0] 17.00 · 不稳Volatile $0.26 / $2.08 262.1K
64 47 - 75
gemma-4-26b-a4b
Google · Apache 2.0
1360±29.0
443 票votes 1360.000 [1331.0, 1389.0] 28.00 · 不稳Volatile N/A N/A
65 56 - 73
laguna-m.1
Poolside · Apache 2.0
1359±18.0
1.2K 票votes 1359.000 [1341.0, 1377.0] 17.00 · 不稳Volatile $0.20 / $0.40 262.1K
66 59 - 72
grok-4.3
SpaceXAI · Proprietary
1359±12.0
2.7K 票votes 1359.000 [1347.0, 1371.0] 13.00 · 不稳Volatile $1.25 / $2.50 1M
67 59 - 73
deepseek-v3.2-thinking
DeepSeek · MIT
1357±13.0
2.2K 票votes 1357.000 [1344.0, 1370.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
68 59 - 73
gemma-4-31b
Google · Apache 2.0
1356±15.0
1.8K 票votes 1356.000 [1341.0, 1371.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
69 60 - 73
qwen3.5-27b
阿里巴巴 · Apache 2.0
1355±13.0
2.3K 票votes 1355.000 [1342.0, 1368.0] 13.00 · 不稳Volatile $0.26 / $2.60 262.1K
70 61 - 75
glm-4.6
智谱 ZAI · MIT
1347±14.0
2.6K 票votes 1347.000 [1333.0, 1361.0] 14.00 · 不稳Volatile $0.50 / $2 202.8K
71 63 - 76
gpt-5.2-codex
OpenAI · Proprietary
1341±14.0
2.2K 票votes 1341.000 [1327.0, 1355.0] 13.00 · 不稳Volatile $1.75 / $14 400K
72 63 - 76
gpt-5.1
OpenAI · Proprietary
1341±11.0
3.9K 票votes 1341.000 [1330.0, 1352.0] 13.00 · 不稳Volatile $1.25 / $10 400K
73 65 - 79
gpt-5.1-codex
OpenAI · Proprietary
1329±15.0
1.9K 票votes 1329.000 [1314.0, 1344.0] 14.00 · 不稳Volatile $1.25 / $10 400K
74 69 - 79
mimo-v2-flash (non-thinking)
小米 · MIT
1326±15.0
1.8K 票votes 1326.000 [1311.0, 1341.0] 10.00 · 波动Unstable $0.10 / $0.30 262.1K
75 69 - 79
deepseek-v3.2
DeepSeek · MIT
1323±12.0
3.0K 票votes 1323.000 [1311.0, 1335.0] 10.00 · 波动Unstable $0.27 / $0.40 163.8K
76 71 - 79
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1321±10.0
4.5K 票votes 1321.000 [1311.0, 1331.0] 8.00 · 波动Unstable $1.15 / $8 262.1K
77 73 - 79
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±8.0
7.7K 票votes 1318.000 [1310.0, 1326.0] 6.00 · 波动Unstable $1 / $5 200K
78 78 - 84
minimax-m2
MiniMax · Apache 2.0
1294±14.0
2.7K 票votes 1294.000 [1280.0, 1308.0] 6.00 · 波动Unstable $0.30 / $1.20 204.8K
79 73 - 88
mistral-medium-3.5
Mistral · Modified MIT
1290±24.0
707 票votes 1290.000 [1266.0, 1314.0] 15.00 · 不稳Volatile $1.50 / $7.50 262.1K
80 73 - 88
mimo-v2-flash (thinking)
小米 · MIT
1290±25.0
575 票votes 1290.000 [1265.0, 1315.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 78 - 87
laguna-xs.2
Poolside · Apache 2.0
1288±19.0
1.2K 票votes 1288.000 [1269.0, 1307.0] 9.00 · 波动Unstable $0.10 / $0.20 262.1K
82 78 - 88
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1273±11.0
4.5K 票votes 1273.000 [1262.0, 1284.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
83 78 - 89
deepseek-v3.2-exp
DeepSeek · MIT
1273±17.0
1.6K 票votes 1273.000 [1256.0, 1290.0] 11.00 · 波动Unstable $0.27 / $0.41 163.8K
84 79 - 90
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±11.0
4.2K 票votes 1258.000 [1247.0, 1269.0] 11.00 · 波动Unstable $0.25 / $1.50 1M
85 78 - 94
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1257±27.0
532 票votes 1257.000 [1230.0, 1284.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
86 79 - 95
KAT-Coder-Pro-V1
· Proprietary
1246±25.0
638 票votes 1246.000 [1221.0, 1271.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
87 79 - 95
qwen3.5-flash
阿里巴巴 · Proprietary
1242±31.0
439 票votes 1242.000 [1211.0, 1273.0] 16.00 · 不稳Volatile N/A N/A
88 80 - 96
trinity-large-thinking
· Apache 2.0
1230±37.0
360 票votes 1230.000 [1193.0, 1267.0] 16.00 · 不稳Volatile $0.25 / $0.80 262.1K
89 83 - 96
gpt-5.1-codex-mini
OpenAI · Proprietary
1229±29.0
495 票votes 1229.000 [1200.0, 1258.0] 13.00 · 不稳Volatile $0.25 / $2 400K
90 85 - 95
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1229±15.0
2.0K 票votes 1229.000 [1214.0, 1244.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
91 84 - 96
granite-4.1-8b
IBM · Apache 2.0
1219±29.0
583 票votes 1219.000 [1190.0, 1248.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
92 85 - 97
mistral-large-3
Mistral · Apache 2.0
1210±37.0
304 票votes 1210.000 [1173.0, 1247.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
93 85 - 98
grok-4.1-thinking
SpaceXAI · Proprietary
1208±35.0
372 票votes 1208.000 [1173.0, 1243.0] 13.00 · 不稳Volatile N/A N/A
94 85 - 98
devstral-2
Mistral · Modified MIT
1198±31.0
417 票votes 1198.000 [1167.0, 1229.0] 13.00 · 不稳Volatile N/A N/A
95 86 - 98
mercury-2
Inception AI · Proprietary
1187±41.0
279 票votes 1187.000 [1146.0, 1228.0] 12.00 · 不稳Volatile $0.25 / $0.75 128K
96 89 - 98
gemini-2.5-pro
Google · Proprietary
1187±20.0
1.1K 票votes 1187.000 [1167.0, 1207.0] 9.00 · 波动Unstable $1.25 / $10 1M
97 92 - 99
grok-4-fast-reasoning
SpaceXAI · Proprietary
1137±41.0
287 票votes 1137.000 [1096.0, 1178.0] 7.00 · 波动Unstable $0.20 / $0.50 2M
98 93 - 99
grok-code-fast-1
SpaceXAI · Proprietary
1134±38.0
322 票votes 1134.000 [1096.0, 1172.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
99 97 - 99
devstral-medium-2507
Mistral · Proprietary
1070±41.0
312 票votes 1070.000 [1029.0, 1111.0] 2.00 · 稳定Stable $0.40 / $2 128K
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