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 - 4
claude-opus-5-max
Anthropic · Proprietary
1620±22.0
864 票votes 1620.000 [1598.0, 1642.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 7
qwen3.8-max
阿里巴巴 · Proprietary
1605±39.0Preliminary
306 票votes 1605.000 [1566.0, 1644.0] 6.00 · 波动Unstable $2 / $6 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1595±23.0
897 票votes 1595.000 [1572.0, 1618.0] 4.00 · 稳定Stable $3 / $15 1M
4 1 - 7
claude-opus-5-high
Anthropic · Proprietary
1586±21.0
899 票votes 1586.000 [1565.0, 1607.0] 6.00 · 波动Unstable $5 / $25 1M
5 2 - 10
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1561±17.0
1.4K 票votes 1561.000 [1544.0, 1578.0] 8.00 · 波动Unstable $5 / $30 1.1M
6 3 - 12
claude-fable-5
Anthropic · Proprietary
1554±17.0
1.5K 票votes 1554.000 [1537.0, 1571.0] 9.00 · 波动Unstable $10 / $50 1M
7 5 - 14
glm-5.2-max
智谱 ZAI · MIT
1544±15.0
1.8K 票votes 1544.000 [1529.0, 1559.0] 9.00 · 波动Unstable $1.40 / $4.40 1M
8 5 - 25
muse-spark-1.1
Meta · Proprietary
1534±19.0Preliminary
1.0K 票votes 1534.000 [1515.0, 1553.0] 20.00 · 不稳Volatile $1.25 / $4.25 N/A
9 3 - 30
deepseek-v4-flash-high
DeepSeek · MIT
1534±35.0Preliminary
319 票votes 1534.000 [1499.0, 1569.0] 27.00 · 不稳Volatile $0.14 / $0.28 1M
10 6 - 23
claude-opus-4-7-thinking
Anthropic · Proprietary
1528±11.0
3.6K 票votes 1528.000 [1517.0, 1539.0] 17.00 · 不稳Volatile $2.50 / $12.50 1M
11 6 - 25
claude-opus-4-8-thinking
Anthropic · Proprietary
1525±13.0
2.8K 票votes 1525.000 [1512.0, 1538.0] 19.00 · 不稳Volatile $2.50 / $12.50 1M
12 7 - 25
claude-opus-4-7
Anthropic · Proprietary
1525±11.0
3.2K 票votes 1525.000 [1514.0, 1536.0] 18.00 · 不稳Volatile $5 / $25 1M
13 5 - 33
muse-spark-1.2 (xHigh)
Meta · Proprietary
1519±41.0
240 票votes 1519.000 [1478.0, 1560.0] 28.00 · 不稳Volatile $1.25 / $4.25 N/A
14 8 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1518±10.0
4.9K 票votes 1518.000 [1508.0, 1528.0] 19.00 · 不稳Volatile $1.50 / $7.50 1M
15 7 - 30
grok-4.5
SpaceXAI · Proprietary
1518±19.0
1.1K 票votes 1518.000 [1499.0, 1537.0] 23.00 · 不稳Volatile $2 / $6 500K
16 8 - 28
claude-opus-4-6-thinking
Anthropic · Proprietary
1518±10.0
4.0K 票votes 1518.000 [1508.0, 1528.0] 20.00 · 不稳Volatile $2.50 / $12.50 1M
17 8 - 28
claude-opus-4-6
Anthropic · Proprietary
1514±10.0
4.3K 票votes 1514.000 [1504.0, 1524.0] 20.00 · 不稳Volatile $2.50 / $12.50 1M
18 8 - 32
seed-2.1-pro-preview
字节跳动 · Proprietary
1505±17.0Preliminary
1.4K 票votes 1505.000 [1488.0, 1522.0] 24.00 · 不稳Volatile N/A N/A
19 8 - 33
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1504±22.0
805 票votes 1504.000 [1482.0, 1526.0] 25.00 · 不稳Volatile $2 / $12 1M
20 8 - 33
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1504±21.0
851 票votes 1504.000 [1483.0, 1525.0] 25.00 · 不稳Volatile $0.20 / $1.20 1M
21 8 - 32
glm-5.1
智谱 ZAI · MIT
1504±14.0
2.0K 票votes 1504.000 [1490.0, 1518.0] 24.00 · 不稳Volatile $1.40 / $4.40 202.8K
22 9 - 32
claude-opus-4-8
Anthropic · Proprietary
1503±14.0
2.2K 票votes 1503.000 [1489.0, 1517.0] 23.00 · 不稳Volatile $2.50 / $12.50 1M
23 8 - 33
gemini-3.6-flash
Google · Proprietary
1499±22.0Preliminary
814 票votes 1499.000 [1477.0, 1521.0] 25.00 · 不稳Volatile $0.75 / $3.75 1M
24 12 - 33
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±15.0
2.4K 票votes 1497.000 [1482.0, 1512.0] 21.00 · 不稳Volatile $5 / $25 200K
25 12 - 33
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1496±14.0
2.1K 票votes 1496.000 [1482.0, 1510.0] 21.00 · 不稳Volatile $1.48 / $4.42 1M
26 9 - 33
claude-sonnet-5-high
Anthropic · Proprietary
1496±19.0
1.1K 票votes 1496.000 [1477.0, 1515.0] 24.00 · 不稳Volatile $1 / $5 1M
27 15 - 33
kimi-k2.6
月之暗面 · Modified MIT
1490±12.0
2.8K 票votes 1490.000 [1478.0, 1502.0] 18.00 · 不稳Volatile $0.95 / $4 262.1K
28 8 - 44
hy3
腾讯 · Apache 2.0
1488±34.0
324 票votes 1488.000 [1454.0, 1522.0] 36.00 · 不稳Volatile $0.13 / $0.53 262.1K
29 15 - 34
minimax-m3
MiniMax · MiniMax Community License
1486±13.0
2.4K 票votes 1486.000 [1473.0, 1499.0] 19.00 · 不稳Volatile $0.60 / $2.40 N/A
30 13 - 40
gemini-3.5-flash-high
Google · Proprietary
1484±24.0
678 票votes 1484.000 [1460.0, 1508.0] 27.00 · 不稳Volatile $0.75 / $4.50 1M
31 17 - 44
qwen3.6-max-preview
阿里巴巴 · Proprietary
1473±23.0
695 票votes 1473.000 [1450.0, 1496.0] 27.00 · 不稳Volatile $1.03 / $6.16 262.1K
32 20 - 41
gemini-3.5-flash-medium
Google · Proprietary
1473±14.0
1.9K 票votes 1473.000 [1459.0, 1487.0] 21.00 · 不稳Volatile $0.75 / $4.50 1M
33 17 - 47
gemini-3.5-flash
Google · Proprietary
1470±25.0
667 票votes 1470.000 [1445.0, 1495.0] 30.00 · 不稳Volatile $0.75 / $4.50 1M
34 28 - 44
mimo-v2.5-pro
小米 · MIT
1464±11.0
3.3K 票votes 1464.000 [1453.0, 1475.0] 16.00 · 不稳Volatile $0.43 / $0.87 1.1M
35 29 - 44
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1461±12.0
3.1K 票votes 1461.000 [1449.0, 1473.0] 15.00 · 不稳Volatile $5 / $30 N/A
36 29 - 46
deepseek-v4-pro-high-preview
DeepSeek · MIT
1458±12.0
2.9K 票votes 1458.000 [1446.0, 1470.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
37 29 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1453±19.0
1.1K 票votes 1453.000 [1434.0, 1472.0] 22.00 · 不稳Volatile $0.47 / $2 262.1K
38 29 - 49
qwen3.6-plus
阿里巴巴 · Proprietary
1451±10.0
4.1K 票votes 1451.000 [1441.0, 1461.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
39 30 - 51
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±13.0
2.9K 票votes 1447.000 [1434.0, 1460.0] 21.00 · 不稳Volatile $5 / $25 200K
40 31 - 51
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1445±11.0
3.9K 票votes 1445.000 [1434.0, 1456.0] 20.00 · 不稳Volatile N/A N/A
41 31 - 52
mimo-v2.5
小米 · MIT
1445±12.0
2.9K 票votes 1445.000 [1433.0, 1457.0] 21.00 · 不稳Volatile $0.14 / $0.28 1.1M
42 35 - 54
deepseek-v4-pro
DeepSeek · MIT
1437±11.0
3.6K 票votes 1437.000 [1426.0, 1448.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
43 35 - 56
mimo-v2-pro
小米 · Proprietary
1433±14.0
2.0K 票votes 1433.000 [1419.0, 1447.0] 21.00 · 不稳Volatile $1 / $3 1M
44 29 - 68
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1431±37.0
320 票votes 1431.000 [1394.0, 1468.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
45 37 - 61
glm-5
智谱 ZAI · MIT
1428±16.0
1.6K 票votes 1428.000 [1412.0, 1444.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
46 38 - 57
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±11.0
3.2K 票votes 1427.000 [1416.0, 1438.0] 19.00 · 不稳Volatile N/A N/A
47 38 - 61
deepseek-v4-flash-high-preview
DeepSeek · MIT
1424±13.0
2.5K 票votes 1424.000 [1411.0, 1437.0] 23.00 · 不稳Volatile $0.14 / $0.28 1M
48 29 - 74
gpt-5.2
OpenAI · Proprietary
1423±49.0
206 票votes 1423.000 [1374.0, 1472.0] 45.00 · 不稳Volatile $0.88 / $7 400K
49 42 - 61
kimi-k2.5-thinking
月之暗面 · Modified MIT
1422±10.0
4.0K 票votes 1422.000 [1412.0, 1432.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
50 31 - 69
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1420±34.0
345 票votes 1420.000 [1386.0, 1454.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
51 36 - 68
glm-4.7
智谱 ZAI · MIT
1420±25.0
682 票votes 1420.000 [1395.0, 1445.0] 32.00 · 不稳Volatile $0.40 / $1.75 204.8K
52 41 - 63
gemini-3-pro
Google · Proprietary
1419±14.0
2.6K 票votes 1419.000 [1405.0, 1433.0] 22.00 · 不稳Volatile $2 / $12 1M
53 37 - 71
gpt-5.4
OpenAI · Proprietary
1413±29.0
425 票votes 1413.000 [1384.0, 1442.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
54 42 - 68
gemini-3-flash
Google · Proprietary
1413±15.0
2.2K 票votes 1413.000 [1398.0, 1428.0] 26.00 · 不稳Volatile $0.50 / $3 1M
55 45 - 68
gemini-3.1-pro-preview
Google · Proprietary
1406±9.0
5.6K 票votes 1406.000 [1397.0, 1415.0] 23.00 · 不稳Volatile $1 / $6 1M
56 43 - 71
inkling
Thinky · Apache 2.0
1403±20.0
935 票votes 1403.000 [1383.0, 1423.0] 28.00 · 不稳Volatile $0.50 / $2.02 524.3K
57 45 - 69
minimax-m2.7
MiniMax · Modified MIT
1402±12.0
3.0K 票votes 1402.000 [1390.0, 1414.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
58 43 - 74
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1400±25.0
691 票votes 1400.000 [1375.0, 1425.0] 31.00 · 不稳Volatile $1.75 / $14 400K
59 48 - 69
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±10.0
4.4K 票votes 1396.000 [1386.0, 1406.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
60 48 - 72
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1395±14.0
2.6K 票votes 1395.000 [1381.0, 1409.0] 24.00 · 不稳Volatile $3 / $15 200K
61 45 - 79
gpt-5.1-medium
OpenAI · Proprietary
1389±24.0
854 票votes 1389.000 [1365.0, 1413.0] 34.00 · 不稳Volatile $0.63 / $5 400K
62 49 - 73
gpt-5.4-mini-high
OpenAI · Proprietary
1389±12.0
2.9K 票votes 1389.000 [1377.0, 1401.0] 24.00 · 不稳Volatile $0.75 / $4.50 400K
63 49 - 74
minimax-m2.5
MiniMax · Modified MIT
1387±15.0
1.9K 票votes 1387.000 [1372.0, 1402.0] 25.00 · 不稳Volatile $0.22 / $0.90 204.8K
64 49 - 74
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±13.0
3.1K 票votes 1387.000 [1374.0, 1400.0] 25.00 · 不稳Volatile $3 / $15 200K
65 49 - 78
minimax-m2.1-preview
MiniMax · MIT
1385±18.0
1.5K 票votes 1385.000 [1367.0, 1403.0] 29.00 · 不稳Volatile $0.30 / $1.20 204.8K
66 45 - 82
glm-5v-turbo
智谱 ZAI · Proprietary
1384±30.0
432 票votes 1384.000 [1354.0, 1414.0] 37.00 · 不稳Volatile $1.20 / $4 202.8K
67 49 - 82
deepseek-v3.2-thinking
DeepSeek · MIT
1381±18.0
1.3K 票votes 1381.000 [1363.0, 1399.0] 33.00 · 不稳Volatile $0.27 / $0.40 163.8K
68 44 - 85
gpt-5-medium
OpenAI · Proprietary
1380±36.0
435 票votes 1380.000 [1344.0, 1416.0] 41.00 · 不稳Volatile $0.63 / $5 400K
69 53 - 84
claude-opus-4-1-20250805
Anthropic · Proprietary
1369±21.0
1.1K 票votes 1369.000 [1348.0, 1390.0] 31.00 · 不稳Volatile $15 / $75 200K
70 64 - 83
gemini-3-flash (thinking-minimal)
Google · Proprietary
1362±9.0
5.4K 票votes 1362.000 [1353.0, 1371.0] 19.00 · 不稳Volatile $0.50 / $3 1M
71 56 - 86
kimi-k2.5-instant
月之暗面 · Modified MIT
1362±24.0
750 票votes 1362.000 [1338.0, 1386.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
72 58 - 85
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±21.0
957 票votes 1361.000 [1340.0, 1382.0] 27.00 · 不稳Volatile $1.75 / $14 400K
73 56 - 87
gpt-5.1-codex
OpenAI · Proprietary
1361±25.0
831 票votes 1361.000 [1336.0, 1386.0] 31.00 · 不稳Volatile $1.25 / $10 400K
74 59 - 85
laguna-m.1
Poolside · Apache 2.0
1359±18.0
1.2K 票votes 1359.000 [1341.0, 1377.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
75 64 - 84
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1358±10.0
4.2K 票votes 1358.000 [1348.0, 1368.0] 20.00 · 不稳Volatile $2 / $6 2M
76 64 - 85
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±14.0
2.0K 票votes 1357.000 [1343.0, 1371.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
77 64 - 85
gpt-5.1
OpenAI · Proprietary
1356±16.0
2.0K 票votes 1356.000 [1340.0, 1372.0] 21.00 · 不稳Volatile $0.63 / $5 400K
78 65 - 88
gpt-5.2-codex
OpenAI · Proprietary
1351±17.0
1.6K 票votes 1351.000 [1334.0, 1368.0] 23.00 · 不稳Volatile $1.75 / $14 400K
79 66 - 87
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1350±14.0
2.1K 票votes 1350.000 [1336.0, 1364.0] 21.00 · 不稳Volatile $0.29 / $2.40 262.1K
80 60 - 93
gemma-4-26b-a4b
Google · Apache 2.0
1344±33.0
354 票votes 1344.000 [1311.0, 1377.0] 33.00 · 不稳Volatile N/A N/A
81 66 - 93
glm-4.6
智谱 ZAI · MIT
1342±22.0
1.1K 票votes 1342.000 [1320.0, 1364.0] 27.00 · 不稳Volatile $0.50 / $2 204.8K
82 69 - 91
grok-4.3
SpaceXAI · Proprietary
1340±12.0
2.9K 票votes 1340.000 [1328.0, 1352.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
83 71 - 91
claude-haiku-4-5-20251001
Anthropic · Proprietary
1338±9.0
5.7K 票votes 1338.000 [1329.0, 1347.0] 20.00 · 不稳Volatile $1 / $5 200K
84 68 - 93
gemma-4-31b
Google · Apache 2.0
1335±18.0
1.4K 票votes 1335.000 [1317.0, 1353.0] 25.00 · 不稳Volatile $0.14 / $0.40 262.1K
85 66 - 94
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1331±32.0
387 票votes 1331.000 [1299.0, 1363.0] 28.00 · 不稳Volatile N/A N/A
86 79 - 93
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1321±13.0
2.6K 票votes 1321.000 [1308.0, 1334.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
87 77 - 94
mimo-v2-flash (non-thinking)
小米 · MIT
1318±19.0
1.2K 票votes 1318.000 [1299.0, 1337.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
88 76 - 94
minimax-m2
MiniMax · Apache 2.0
1318±21.0
1.1K 票votes 1318.000 [1297.0, 1339.0] 18.00 · 不稳Volatile $0.26 / $1.02 204.8K
89 80 - 93
deepseek-v3.2
DeepSeek · MIT
1317±15.0
2.0K 票votes 1317.000 [1302.0, 1332.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
90 82 - 98
laguna-xs.2
Poolside · Apache 2.0
1301±21.0
1.0K 票votes 1301.000 [1280.0, 1322.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
91 82 - 104
mimo-v2-flash (thinking)
小米 · MIT
1294±33.0
380 票votes 1294.000 [1261.0, 1327.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
92 80 - 106
KAT-Coder-Pro-V1
· Proprietary
1284±50.0
239 票votes 1284.000 [1234.0, 1334.0] 26.00 · 不稳Volatile $0.21 / $0.83 256K
93 80 - 106
mistral-large-3
Mistral · Apache 2.0
1275±57.0
153 票votes 1275.000 [1218.0, 1332.0] 26.00 · 不稳Volatile $0.50 / $1.50 N/A
94 90 - 104
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1273±14.0
2.5K 票votes 1273.000 [1259.0, 1287.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
95 90 - 106
deepseek-v3.2-exp
DeepSeek · MIT
1261±30.0
588 票votes 1261.000 [1231.0, 1291.0] 16.00 · 不稳Volatile $0.27 / $0.41 163.8K
96 90 - 106
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1258±32.0
413 票votes 1258.000 [1226.0, 1290.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
97 90 - 106
mistral-medium-3.5
Mistral · Modified MIT
1254±28.0
605 票votes 1254.000 [1226.0, 1282.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
98 93 - 106
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±12.0
3.8K 票votes 1240.000 [1228.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
99 87 - 109
grok-4.1-thinking
SpaceXAI · Proprietary
1239±61.0
147 票votes 1239.000 [1178.0, 1300.0] 22.00 · 不稳Volatile N/A N/A
100 91 - 108
trinity-large-thinking
· Apache 2.0
1236±36.0
373 票votes 1236.000 [1200.0, 1272.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
101 93 - 106
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1235±21.0
1.1K 票votes 1235.000 [1214.0, 1256.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
102 91 - 108
qwen3.5-flash
阿里巴巴 · Proprietary
1227±35.0
384 票votes 1227.000 [1192.0, 1262.0] 17.00 · 不稳Volatile N/A N/A
103 91 - 109
devstral-2
Mistral · Modified MIT
1221±42.0
251 票votes 1221.000 [1179.0, 1263.0] 18.00 · 不稳Volatile N/A N/A
104 91 - 109
gpt-5.1-codex-mini
OpenAI · Proprietary
1216±57.0
169 票votes 1216.000 [1159.0, 1273.0] 18.00 · 不稳Volatile $0.25 / $2 400K
105 91 - 109
grok-code-fast-1
SpaceXAI · Proprietary
1211±65.0
125 票votes 1211.000 [1146.0, 1276.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
106 91 - 109
grok-4-fast-reasoning
SpaceXAI · Proprietary
1204±57.0
145 票votes 1204.000 [1147.0, 1261.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
107 100 - 109
granite-4.1-8b
IBM · Apache 2.0
1168±37.0
428 票votes 1168.000 [1131.0, 1205.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
108 100 - 109
gemini-2.5-pro
Google · Proprietary
1161±40.0
424 票votes 1161.000 [1121.0, 1201.0] 9.00 · 波动Unstable $0.63 / $5 1M
109 102 - 110
mercury-2
Inception AI · Proprietary
1143±49.0
233 票votes 1143.000 [1094.0, 1192.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
110 109 - 110
devstral-medium-2507
Mistral · Proprietary
1010±101.0
109 票votes 1010.000 [909.0, 1111.0] 1.00 · 稳定Stable $0.40 / $2 128K
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