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
claude-opus-5-max
Anthropic · Proprietary
1768±23.0
1.2K 票votes 1768.000 [1745.0, 1791.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-5-high
Anthropic · Proprietary
1745±19.0
1.6K 票votes 1745.000 [1726.0, 1764.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
qwen3.8-max
阿里巴巴 · Proprietary
1735±30.0Preliminary
630 票votes 1735.000 [1705.0, 1765.0] 4.00 · 稳定Stable $2 / $6 1M
4 2 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1715±22.0
1.3K 票votes 1715.000 [1693.0, 1737.0] 4.00 · 稳定Stable $3 / $15 1M
5 3 - 6
claude-fable-5
Anthropic · Proprietary
1704±16.0
2.3K 票votes 1704.000 [1688.0, 1720.0] 3.00 · 稳定Stable $10 / $50 1M
6 4 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1681±16.0
2.1K 票votes 1681.000 [1665.0, 1697.0] 2.00 · 稳定Stable $5 / $30 1.1M
7 7 - 11
glm-5.2-max
智谱 ZAI · MIT
1621±16.0
1.8K 票votes 1621.000 [1605.0, 1637.0] 4.00 · 稳定Stable $1.40 / $4.40 1M
8 7 - 13
claude-opus-4-8-thinking
Anthropic · Proprietary
1616±14.0
2.3K 票votes 1616.000 [1602.0, 1630.0] 6.00 · 波动Unstable $2.50 / $12.50 1M
9 7 - 17
deepseek-v4-flash-high
DeepSeek · MIT
1604±26.0Preliminary
689 票votes 1604.000 [1578.0, 1630.0] 10.00 · 波动Unstable $0.14 / $0.28 1M
10 7 - 17
claude-opus-4-7-thinking
Anthropic · Proprietary
1595±12.0
3.4K 票votes 1595.000 [1583.0, 1607.0] 10.00 · 波动Unstable $2.50 / $12.50 1M
11 8 - 17
claude-opus-4-7
Anthropic · Proprietary
1590±12.0
3.4K 票votes 1590.000 [1578.0, 1602.0] 9.00 · 波动Unstable $5 / $25 1M
12 8 - 19
grok-4.5
SpaceXAI · Proprietary
1585±18.0
1.4K 票votes 1585.000 [1567.0, 1603.0] 11.00 · 波动Unstable $2 / $6 500K
13 9 - 19
claude-opus-4-6-thinking
Anthropic · Proprietary
1581±12.0
3.6K 票votes 1581.000 [1569.0, 1593.0] 10.00 · 波动Unstable $2.50 / $12.50 1M
14 7 - 27
muse-spark-1.2 (xHigh)
Meta · Proprietary
1581±34.0
363 票votes 1581.000 [1547.0, 1615.0] 20.00 · 不稳Volatile $1.25 / $4.25 N/A
15 9 - 21
claude-sonnet-5-high
Anthropic · Proprietary
1579±17.0
1.6K 票votes 1579.000 [1562.0, 1596.0] 12.00 · 不稳Volatile $1 / $5 1M
16 9 - 22
claude-opus-4-8
Anthropic · Proprietary
1575±14.0
2.5K 票votes 1575.000 [1561.0, 1589.0] 13.00 · 不稳Volatile $2.50 / $12.50 1M
17 12 - 23
claude-opus-4-6
Anthropic · Proprietary
1567±11.0
4.2K 票votes 1567.000 [1556.0, 1578.0] 11.00 · 波动Unstable $2.50 / $12.50 1M
18 9 - 34
hy3
腾讯 · Apache 2.0
1556±30.0
506 票votes 1556.000 [1526.0, 1586.0] 25.00 · 不稳Volatile $0.13 / $0.53 262.1K
19 14 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1553±12.0
3.1K 票votes 1553.000 [1541.0, 1565.0] 16.00 · 不稳Volatile $5 / $30 N/A
20 12 - 32
gemini-3.6-flash
Google · Proprietary
1553±19.0Preliminary
1.3K 票votes 1553.000 [1534.0, 1572.0] 20.00 · 不稳Volatile $0.75 / $3.75 1M
21 15 - 33
glm-5.1
智谱 ZAI · MIT
1546±16.0
1.9K 票votes 1546.000 [1530.0, 1562.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
22 17 - 32
claude-sonnet-4-6
Anthropic · Proprietary
1544±10.0
4.4K 票votes 1544.000 [1534.0, 1554.0] 15.00 · 不稳Volatile $1.50 / $7.50 1M
23 14 - 34
muse-spark-1.1
Meta · Proprietary
1544±19.0Preliminary
1.3K 票votes 1544.000 [1525.0, 1563.0] 20.00 · 不稳Volatile $1.25 / $4.25 N/A
24 16 - 34
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1539±20.0
1.1K 票votes 1539.000 [1519.0, 1559.0] 18.00 · 不稳Volatile $2 / $12 1M
25 17 - 34
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1536±14.0
2.1K 票votes 1536.000 [1522.0, 1550.0] 17.00 · 不稳Volatile $1.48 / $4.42 1M
26 17 - 35
gemini-3.5-flash-high
Google · Proprietary
1535±21.0
1.0K 票votes 1535.000 [1514.0, 1556.0] 18.00 · 不稳Volatile $0.75 / $4.50 1M
27 17 - 34
seed-2.1-pro-preview
字节跳动 · Proprietary
1533±16.0Preliminary
1.7K 票votes 1533.000 [1517.0, 1549.0] 17.00 · 不稳Volatile N/A N/A
28 18 - 34
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1533±12.0
3.2K 票votes 1533.000 [1521.0, 1545.0] 16.00 · 不稳Volatile N/A N/A
29 18 - 36
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1528±15.0
2.7K 票votes 1528.000 [1513.0, 1543.0] 18.00 · 不稳Volatile $5 / $25 200K
30 19 - 36
gemini-3.5-flash-medium
Google · Proprietary
1521±14.0
2.2K 票votes 1521.000 [1507.0, 1535.0] 17.00 · 不稳Volatile $0.75 / $4.50 1M
31 19 - 38
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1518±19.0
1.2K 票votes 1518.000 [1499.0, 1537.0] 19.00 · 不稳Volatile $0.20 / $1.20 1M
32 21 - 44
qwen3.6-max-preview
阿里巴巴 · Proprietary
1504±28.0
579 票votes 1504.000 [1476.0, 1532.0] 23.00 · 不稳Volatile $1.03 / $6.16 262.1K
33 18 - 49
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1502±42.0
312 票votes 1502.000 [1460.0, 1544.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
34 22 - 46
gemini-3.5-flash
Google · Proprietary
1499±28.0
594 票votes 1499.000 [1471.0, 1527.0] 24.00 · 不稳Volatile $0.75 / $4.50 1M
35 29 - 42
kimi-k2.6
月之暗面 · Modified MIT
1499±15.0
2.0K 票votes 1499.000 [1484.0, 1514.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
36 31 - 43
mimo-v2.5-pro
小米 · MIT
1493±12.0
3.1K 票votes 1493.000 [1481.0, 1505.0] 12.00 · 不稳Volatile $0.43 / $0.87 1.1M
37 31 - 44
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1489±12.0
3.1K 票votes 1489.000 [1477.0, 1501.0] 13.00 · 不稳Volatile N/A N/A
38 32 - 47
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±13.0
3.2K 票votes 1482.000 [1469.0, 1495.0] 15.00 · 不稳Volatile $5 / $25 200K
39 32 - 49
kimi-k2.7-code
月之暗面 · Modified MIT
1478±18.0
1.3K 票votes 1478.000 [1460.0, 1496.0] 17.00 · 不稳Volatile $0.47 / $2 262.1K
40 32 - 49
minimax-m3
MiniMax · MiniMax Community License
1475±14.0
2.4K 票votes 1475.000 [1461.0, 1489.0] 17.00 · 不稳Volatile $0.60 / $2.40 N/A
41 32 - 49
deepseek-v4-pro-high-preview
DeepSeek · MIT
1474±13.0
2.9K 票votes 1474.000 [1461.0, 1487.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
42 28 - 60
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±43.0
269 票votes 1474.000 [1431.0, 1517.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
43 34 - 49
qwen3.6-plus
阿里巴巴 · Proprietary
1469±11.0
3.4K 票votes 1469.000 [1458.0, 1480.0] 15.00 · 不稳Volatile $0.33 / $1.95 1M
44 36 - 50
gemini-3.1-pro-preview
Google · Proprietary
1465±10.0
4.7K 票votes 1465.000 [1455.0, 1475.0] 14.00 · 不稳Volatile $1 / $6 1M
45 37 - 56
gemini-3-flash
Google · Proprietary
1454±14.0
2.7K 票votes 1454.000 [1440.0, 1468.0] 19.00 · 不稳Volatile $0.50 / $3 1M
46 38 - 56
gemini-3-pro
Google · Proprietary
1453±14.0
3.7K 票votes 1453.000 [1439.0, 1467.0] 18.00 · 不稳Volatile $2 / $12 1M
47 38 - 56
deepseek-v4-pro
DeepSeek · MIT
1452±13.0
2.8K 票votes 1452.000 [1439.0, 1465.0] 18.00 · 不稳Volatile $0.43 / $0.87 1M
48 36 - 63
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1446±28.0
597 票votes 1446.000 [1418.0, 1474.0] 27.00 · 不稳Volatile $1.75 / $14 400K
49 44 - 62
deepseek-v4-flash-high-preview
DeepSeek · MIT
1436±13.0
2.4K 票votes 1436.000 [1423.0, 1449.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
50 44 - 63
mimo-v2-pro
小米 · Proprietary
1436±17.0
1.5K 票votes 1436.000 [1419.0, 1453.0] 19.00 · 不稳Volatile $1 / $3 1M
51 33 - 72
gpt-5.2
OpenAI · Proprietary
1436±46.0
276 票votes 1436.000 [1390.0, 1482.0] 39.00 · 不稳Volatile $0.88 / $7 400K
52 44 - 63
glm-5
智谱 ZAI · MIT
1434±17.0
1.6K 票votes 1434.000 [1417.0, 1451.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
53 43 - 65
gpt-5-medium
OpenAI · Proprietary
1431±26.0
957 票votes 1431.000 [1405.0, 1457.0] 22.00 · 不稳Volatile $0.63 / $5 400K
54 44 - 63
mimo-v2.5
小米 · MIT
1428±12.0
2.9K 票votes 1428.000 [1416.0, 1440.0] 19.00 · 不稳Volatile $0.14 / $0.28 1.1M
55 44 - 65
glm-4.7
智谱 ZAI · MIT
1427±22.0
1.0K 票votes 1427.000 [1405.0, 1449.0] 21.00 · 不稳Volatile $0.40 / $1.75 204.8K
56 47 - 63
kimi-k2.5-thinking
月之暗面 · Modified MIT
1426±10.0
4.2K 票votes 1426.000 [1416.0, 1436.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
57 44 - 65
claude-opus-4-1-20250805
Anthropic · Proprietary
1424±17.0
2.0K 票votes 1424.000 [1407.0, 1441.0] 21.00 · 不稳Volatile $15 / $75 200K
58 47 - 65
gpt-5.4-mini-high
OpenAI · Proprietary
1424±13.0
2.7K 票votes 1424.000 [1411.0, 1437.0] 18.00 · 不稳Volatile $0.75 / $4.50 400K
59 47 - 73
glm-5v-turbo
智谱 ZAI · Proprietary
1406±28.0
600 票votes 1406.000 [1378.0, 1434.0] 26.00 · 不稳Volatile $1.20 / $4 202.8K
60 48 - 73
kimi-k2.5-instant
月之暗面 · Modified MIT
1402±24.0
737 票votes 1402.000 [1378.0, 1426.0] 25.00 · 不稳Volatile $0.57 / $2.85 262.1K
61 47 - 73
gpt-5.4
OpenAI · Proprietary
1402±32.0
412 票votes 1402.000 [1370.0, 1434.0] 26.00 · 不稳Volatile $2.50 / $15 1.1M
62 54 - 72
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1402±13.0
3.5K 票votes 1402.000 [1389.0, 1415.0] 18.00 · 不稳Volatile $3 / $15 200K
63 49 - 73
gpt-5.1-medium
OpenAI · Proprietary
1401±19.0
1.4K 票votes 1401.000 [1382.0, 1420.0] 24.00 · 不稳Volatile $0.63 / $5 400K
64 54 - 72
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1401±10.0
4.2K 票votes 1401.000 [1391.0, 1411.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
65 48 - 73
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1400±25.0
719 票votes 1400.000 [1375.0, 1425.0] 25.00 · 不稳Volatile $1.75 / $14 400K
66 58 - 73
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±9.0
5.1K 票votes 1393.000 [1384.0, 1402.0] 15.00 · 不稳Volatile $0.50 / $3 1M
67 58 - 73
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1391±12.0
4.0K 票votes 1391.000 [1379.0, 1403.0] 15.00 · 不稳Volatile $3 / $15 200K
68 58 - 75
minimax-m2.5
MiniMax · Modified MIT
1384±17.0
1.6K 票votes 1384.000 [1367.0, 1401.0] 17.00 · 不稳Volatile $0.22 / $0.90 204.8K
69 58 - 73
minimax-m2.7
MiniMax · Modified MIT
1383±12.0
3.2K 票votes 1383.000 [1371.0, 1395.0] 15.00 · 不稳Volatile $0.27 / $1.08 204.8K
70 58 - 80
inkling
Thinky · Apache 2.0
1375±16.0
1.7K 票votes 1375.000 [1359.0, 1391.0] 22.00 · 不稳Volatile $0.50 / $2.02 524.3K
71 61 - 82
minimax-m2.1-preview
MiniMax · MIT
1370±17.0
1.7K 票votes 1370.000 [1353.0, 1387.0] 21.00 · 不稳Volatile $0.30 / $1.20 204.8K
72 58 - 85
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±37.0
323 票votes 1363.000 [1326.0, 1400.0] 27.00 · 不稳Volatile N/A N/A
73 58 - 88
gemma-4-26b-a4b
Google · Apache 2.0
1359±43.0
244 票votes 1359.000 [1316.0, 1402.0] 30.00 · 不稳Volatile N/A N/A
74 69 - 84
grok-4.3
SpaceXAI · Proprietary
1357±13.0
2.9K 票votes 1357.000 [1344.0, 1370.0] 15.00 · 不稳Volatile $1.25 / $2.50 1M
75 70 - 85
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1353±12.0
3.2K 票votes 1353.000 [1341.0, 1365.0] 15.00 · 不稳Volatile $2 / $6 2M
76 69 - 85
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1351±16.0
1.7K 票votes 1351.000 [1335.0, 1367.0] 16.00 · 不稳Volatile $0.29 / $2.40 262.1K
77 70 - 85
gpt-5.1
OpenAI · Proprietary
1350±14.0
2.8K 票votes 1350.000 [1336.0, 1364.0] 15.00 · 不稳Volatile $0.63 / $5 400K
78 70 - 85
gemma-4-31b
Google · Apache 2.0
1345±15.0
2.1K 票votes 1345.000 [1330.0, 1360.0] 15.00 · 不稳Volatile $0.14 / $0.40 262.1K
79 70 - 85
deepseek-v3.2-thinking
DeepSeek · MIT
1344±18.0
1.6K 票votes 1344.000 [1326.0, 1362.0] 15.00 · 不稳Volatile $0.26 / $0.38 163.8K
80 70 - 85
qwen3.5-27b
阿里巴巴 · Apache 2.0
1344±17.0
1.6K 票votes 1344.000 [1327.0, 1361.0] 15.00 · 不稳Volatile $0.20 / $1.56 262.1K
81 71 - 88
gpt-5.1-codex
OpenAI · Proprietary
1336±19.0
1.4K 票votes 1336.000 [1317.0, 1355.0] 17.00 · 不稳Volatile $1.25 / $10 400K
82 71 - 88
laguna-m.1
Poolside · Apache 2.0
1334±19.0
1.4K 票votes 1334.000 [1315.0, 1353.0] 17.00 · 不稳Volatile $0.20 / $0.40 262.1K
83 72 - 88
glm-4.6
智谱 ZAI · MIT
1333±17.0
1.9K 票votes 1333.000 [1316.0, 1350.0] 16.00 · 不稳Volatile $0.50 / $2 204.8K
84 72 - 89
gpt-5.2-codex
OpenAI · Proprietary
1328±18.0
1.5K 票votes 1328.000 [1310.0, 1346.0] 17.00 · 不稳Volatile $1.75 / $14 400K
85 73 - 89
mimo-v2-flash (non-thinking)
小米 · MIT
1323±19.0
1.3K 票votes 1323.000 [1304.0, 1342.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
86 80 - 89
claude-haiku-4-5-20251001
Anthropic · Proprietary
1312±9.0
6.2K 票votes 1312.000 [1303.0, 1321.0] 9.00 · 波动Unstable $1 / $5 200K
87 80 - 92
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1311±13.0
3.2K 票votes 1311.000 [1298.0, 1324.0] 12.00 · 不稳Volatile $1.15 / $8 262.1K
88 80 - 97
laguna-xs.2
Poolside · Apache 2.0
1297±23.0
961 票votes 1297.000 [1274.0, 1320.0] 17.00 · 不稳Volatile $0.10 / $0.20 262.1K
89 84 - 96
deepseek-v3.2
DeepSeek · MIT
1297±15.0
2.1K 票votes 1297.000 [1282.0, 1312.0] 12.00 · 不稳Volatile $0.26 / $0.38 163.8K
90 87 - 101
deepseek-v3.2-exp
DeepSeek · MIT
1278±21.0
1.2K 票votes 1278.000 [1257.0, 1299.0] 14.00 · 不稳Volatile $0.27 / $0.41 163.8K
91 88 - 101
minimax-m2
MiniMax · Apache 2.0
1276±17.0
2.0K 票votes 1276.000 [1259.0, 1293.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
92 87 - 105
mimo-v2-flash (thinking)
小米 · MIT
1269±34.0
402 票votes 1269.000 [1235.0, 1303.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
93 90 - 104
gemini-3.1-flash-lite-preview
Google · Proprietary
1261±13.0
3.2K 票votes 1261.000 [1248.0, 1274.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
94 90 - 104
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1258±13.0
3.2K 票votes 1258.000 [1245.0, 1271.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
95 87 - 108
trinity-large-thinking
· Apache 2.0
1254±44.0
284 票votes 1254.000 [1210.0, 1298.0] 21.00 · 不稳Volatile $0.22 / $0.85 262.1K
96 88 - 106
KAT-Coder-Pro-V1
· Proprietary
1254±32.0
523 票votes 1254.000 [1222.0, 1286.0] 18.00 · 不稳Volatile $0.21 / $0.83 256K
97 88 - 106
mistral-medium-3.5
Mistral · Modified MIT
1253±35.0
498 票votes 1253.000 [1218.0, 1288.0] 18.00 · 不稳Volatile $1.50 / $7.50 262.1K
98 88 - 108
gpt-5.1-codex-mini
OpenAI · Proprietary
1249±38.0
359 票votes 1249.000 [1211.0, 1287.0] 20.00 · 不稳Volatile $0.25 / $2 400K
99 90 - 106
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±21.0
1.4K 票votes 1239.000 [1218.0, 1260.0] 16.00 · 不稳Volatile $0.20 / $0.50 2M
100 89 - 109
grok-4.1-thinking
SpaceXAI · Proprietary
1234±43.0
296 票votes 1234.000 [1191.0, 1277.0] 20.00 · 不稳Volatile N/A N/A
101 90 - 109
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±37.0
356 票votes 1232.000 [1195.0, 1269.0] 19.00 · 不稳Volatile $0.14 / $1 262.1K
102 92 - 109
gemini-2.5-pro
Google · Proprietary
1230±27.0
751 票votes 1230.000 [1203.0, 1257.0] 17.00 · 不稳Volatile $0.63 / $5 1M
103 92 - 109
mistral-large-3
Mistral · Apache 2.0
1210±46.0
236 票votes 1210.000 [1164.0, 1256.0] 17.00 · 不稳Volatile $0.50 / $1.50 N/A
104 92 - 109
mercury-2
Inception AI · Proprietary
1196±55.0
213 票votes 1196.000 [1141.0, 1251.0] 17.00 · 不稳Volatile $0.25 / $0.75 128K
105 94 - 109
qwen3.5-flash
阿里巴巴 · Proprietary
1193±44.0
282 票votes 1193.000 [1149.0, 1237.0] 15.00 · 不稳Volatile N/A N/A
106 95 - 109
granite-4.1-8b
IBM · Apache 2.0
1189±41.0
395 票votes 1189.000 [1148.0, 1230.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
107 98 - 109
devstral-2
Mistral · Modified MIT
1169±43.0
275 票votes 1169.000 [1126.0, 1212.0] 11.00 · 波动Unstable N/A N/A
108 98 - 109
grok-4-fast-reasoning
SpaceXAI · Proprietary
1162±52.0
186 票votes 1162.000 [1110.0, 1214.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
109 100 - 110
grok-code-fast-1
SpaceXAI · Proprietary
1150±56.0
212 票votes 1150.000 [1094.0, 1206.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
110 109 - 110
devstral-medium-2507
Mistral · Proprietary
1039±64.0
247 票votes 1039.000 [975.0, 1103.0] 1.00 · 稳定Stable $0.40 / $2 128K
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