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-high
Anthropic · Proprietary
1690±40.0
313 票votes 1690.000 [1650.0, 1730.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 3
claude-fable-5
Anthropic · Proprietary
1675±27.0
715 票votes 1675.000 [1648.0, 1702.0] 2.00 · 稳定Stable $10 / $50 1M
🥉 1 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1668±37.0Preliminary
373 票votes 1668.000 [1631.0, 1705.0] 3.00 · 稳定Stable $3 / $15 1M
4 3 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1619±29.0
564 票votes 1619.000 [1590.0, 1648.0] 3.00 · 稳定Stable $5 / $30 1.1M
5 4 - 17
grok-4.5
SpaceXAI · Proprietary
1591±37.0
312 票votes 1591.000 [1554.0, 1628.0] 13.00 · 不稳Volatile $2 / $6 500K
6 5 - 19
claude-opus-4-7
Anthropic · Proprietary
1566±18.0
1.3K 票votes 1566.000 [1548.0, 1584.0] 14.00 · 不稳Volatile $5 / $25 1M
7 5 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1561±16.0
1.8K 票votes 1561.000 [1545.0, 1577.0] 15.00 · 不稳Volatile $5 / $25 1M
8 5 - 22
claude-opus-4-8-thinking
Anthropic · Proprietary
1557±22.0
847 票votes 1557.000 [1535.0, 1579.0] 17.00 · 不稳Volatile $5 / $25 1M
9 4 - 26
gemini-3.6-flash
Google · Proprietary
1557±36.0Preliminary
335 票votes 1557.000 [1521.0, 1593.0] 22.00 · 不稳Volatile $1.50 / $7.50 1M
10 5 - 22
claude-opus-4-7-thinking
Anthropic · Proprietary
1552±17.0
1.5K 票votes 1552.000 [1535.0, 1569.0] 17.00 · 不稳Volatile $5 / $25 1M
11 5 - 21
claude-opus-4-6
Anthropic · Proprietary
1552±15.0
1.9K 票votes 1552.000 [1537.0, 1567.0] 16.00 · 不稳Volatile $5 / $25 1M
12 5 - 27
glm-5.2-max
智谱 ZAI · MIT
1544±25.0
651 票votes 1544.000 [1519.0, 1569.0] 22.00 · 不稳Volatile $1.40 / $4.40 1M
13 5 - 27
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1538±17.0
1.3K 票votes 1538.000 [1521.0, 1555.0] 22.00 · 不稳Volatile N/A N/A
14 5 - 28
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1536±19.0
1.2K 票votes 1536.000 [1517.0, 1555.0] 23.00 · 不稳Volatile $5 / $30 N/A
15 5 - 29
glm-5.1
智谱 ZAI · MIT
1534±22.0
808 票votes 1534.000 [1512.0, 1556.0] 24.00 · 不稳Volatile $1.40 / $4.40 202.8K
16 6 - 29
claude-opus-4-8
Anthropic · Proprietary
1534±20.0
953 票votes 1534.000 [1514.0, 1554.0] 23.00 · 不稳Volatile $5 / $25 1M
17 5 - 32
muse-spark-1.1
Meta · Proprietary
1530±36.0Preliminary
312 票votes 1530.000 [1494.0, 1566.0] 27.00 · 不稳Volatile $1.25 / $4.25 N/A
18 5 - 31
claude-sonnet-5-high
Anthropic · Proprietary
1529±31.0
421 票votes 1529.000 [1498.0, 1560.0] 26.00 · 不稳Volatile $2 / $10 1M
19 6 - 31
gemini-3.5-flash-medium
Google · Proprietary
1528±24.0
687 票votes 1528.000 [1504.0, 1552.0] 25.00 · 不稳Volatile $1.50 / $9 1M
20 7 - 31
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1526±22.0Preliminary
832 票votes 1526.000 [1504.0, 1548.0] 24.00 · 不稳Volatile $1.48 / $4.42 1M
21 8 - 30
claude-sonnet-4-6
Anthropic · Proprietary
1524±14.0
2.1K 票votes 1524.000 [1510.0, 1538.0] 22.00 · 不稳Volatile $3 / $15 1M
22 11 - 31
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1511±12.0
6.0K 票votes 1511.000 [1499.0, 1523.0] 20.00 · 不稳Volatile $5 / $25 200K
23 11 - 39
seed-2.1-pro-preview
字节跳动 · Proprietary
1505±27.0Preliminary
533 票votes 1505.000 [1478.0, 1532.0] 28.00 · 不稳Volatile N/A N/A
24 12 - 35
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1503±18.0
1.3K 票votes 1503.000 [1485.0, 1521.0] 23.00 · 不稳Volatile N/A N/A
25 17 - 35
gemini-3.1-pro-preview
Google · Proprietary
1497±14.0
1.9K 票votes 1497.000 [1483.0, 1511.0] 18.00 · 不稳Volatile $2 / $12 1M
26 15 - 39
kimi-k2.6
月之暗面 · Modified MIT
1496±19.0
1.0K 票votes 1496.000 [1477.0, 1515.0] 24.00 · 不稳Volatile $0.95 / $4 262.1K
27 11 - 43
qwen3.6-max-preview
阿里巴巴 · Proprietary
1494±35.0
318 票votes 1494.000 [1459.0, 1529.0] 32.00 · 不稳Volatile $1.04 / $6.24 262.1K
28 18 - 40
mimo-v2.5-pro
小米 · MIT
1489±18.0
1.2K 票votes 1489.000 [1471.0, 1507.0] 22.00 · 不稳Volatile $0.43 / $0.87 1.1M
29 14 - 47
gemini-3.5-flash
Google · Proprietary
1485±35.0
340 票votes 1485.000 [1450.0, 1520.0] 33.00 · 不稳Volatile $1.50 / $9 1M
30 23 - 40
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±12.0
6.4K 票votes 1482.000 [1470.0, 1494.0] 17.00 · 不稳Volatile $5 / $25 200K
31 11 - 54
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1478±56.0
122 票votes 1478.000 [1422.0, 1534.0] 43.00 · 不稳Volatile $2.50 / $15 1.1M
32 22 - 42
deepseek-v4-pro-thinking
DeepSeek · MIT
1478±18.0
1.2K 票votes 1478.000 [1460.0, 1496.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
33 9 - 61
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1475±62.0
107 票votes 1475.000 [1413.0, 1537.0] 52.00 · 不稳Volatile $2.50 / $15 1.1M
34 25 - 44
gemini-3-pro
Google · Proprietary
1469±11.0
10.6K 票votes 1469.000 [1458.0, 1480.0] 19.00 · 不稳Volatile $2 / $12 1M
35 25 - 47
qwen3.6-plus
阿里巴巴 · Proprietary
1466±16.0
1.4K 票votes 1466.000 [1450.0, 1482.0] 22.00 · 不稳Volatile $0.33 / $1.95 1M
36 23 - 51
minimax-m3
MiniMax · MiniMax Community License
1465±21.0
902 票votes 1465.000 [1444.0, 1486.0] 28.00 · 不稳Volatile $0.60 / $2.40 N/A
37 23 - 53
kimi-k2.7-code
月之暗面 · Modified MIT
1462±26.0
580 票votes 1462.000 [1436.0, 1488.0] 30.00 · 不稳Volatile $0.73 / $3.50 262.1K
38 27 - 53
glm-5
智谱 ZAI · MIT
1453±22.0
826 票votes 1453.000 [1431.0, 1475.0] 26.00 · 不稳Volatile $1 / $3.20 202.8K
39 30 - 53
glm-4.7
智谱 ZAI · MIT
1446±14.0
3.7K 票votes 1446.000 [1432.0, 1460.0] 23.00 · 不稳Volatile $0.40 / $1.75 204.8K
40 32 - 53
gemini-3-flash
Google · Proprietary
1444±12.0
7.0K 票votes 1444.000 [1432.0, 1456.0] 21.00 · 不稳Volatile $0.50 / $3 1M
41 29 - 57
mimo-v2-pro
小米 · Proprietary
1440±22.0
793 票votes 1440.000 [1418.0, 1462.0] 28.00 · 不稳Volatile $1 / $3 1M
42 32 - 56
deepseek-v4-pro
DeepSeek · MIT
1439±18.0
1.1K 票votes 1439.000 [1421.0, 1457.0] 24.00 · 不稳Volatile $0.43 / $0.87 1M
43 34 - 56
kimi-k2.5-thinking
月之暗面 · Modified MIT
1434±14.0
2.0K 票votes 1434.000 [1420.0, 1448.0] 22.00 · 不稳Volatile $0.60 / $3 N/A
44 25 - 70
hy3
腾讯 · Apache 2.0
1431±51.0
156 票votes 1431.000 [1380.0, 1482.0] 45.00 · 不稳Volatile $0.13 / $0.53 262.1K
45 32 - 64
gpt-5.2
OpenAI · Proprietary
1430±24.0
1.0K 票votes 1430.000 [1406.0, 1454.0] 32.00 · 不稳Volatile $1.75 / $14 400K
46 29 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1429±33.0
360 票votes 1429.000 [1396.0, 1462.0] 38.00 · 不稳Volatile $1.75 / $14 400K
47 34 - 61
gpt-5-medium
OpenAI · Proprietary
1429±17.0
3.0K 票votes 1429.000 [1412.0, 1446.0] 27.00 · 不稳Volatile $1.25 / $10 400K
48 34 - 61
gpt-5.4-mini-high
OpenAI · Proprietary
1428±18.0
1.3K 票votes 1428.000 [1410.0, 1446.0] 27.00 · 不稳Volatile $0.75 / $4.50 400K
49 25 - 72
gpt-5.4
OpenAI · Proprietary
1426±54.0
121 票votes 1426.000 [1372.0, 1480.0] 47.00 · 不稳Volatile $2.50 / $15 1.1M
50 35 - 64
mimo-v2.5
小米 · MIT
1423±19.0
1.1K 票votes 1423.000 [1404.0, 1442.0] 29.00 · 不稳Volatile $0.14 / $0.28 1.1M
51 31 - 69
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1420±38.0
271 票votes 1420.000 [1382.0, 1458.0] 38.00 · 不稳Volatile $1.75 / $14 400K
52 34 - 67
kimi-k2.5-instant
月之暗面 · Modified MIT
1419±29.0
463 票votes 1419.000 [1390.0, 1448.0] 33.00 · 不稳Volatile $0.57 / $2.85 262.1K
53 35 - 67
minimax-m2.5
MiniMax · Modified MIT
1416±21.0
899 票votes 1416.000 [1395.0, 1437.0] 32.00 · 不稳Volatile $0.15 / $0.90 204.8K
54 39 - 65
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1415±14.0
1.9K 票votes 1415.000 [1401.0, 1429.0] 26.00 · 不稳Volatile $0.39 / $2.34 262.1K
55 43 - 67
minimax-m2.1-preview
MiniMax · MIT
1403±13.0
5.1K 票votes 1403.000 [1390.0, 1416.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
56 42 - 67
minimax-m2.7
MiniMax · Modified MIT
1402±16.0
1.4K 票votes 1402.000 [1386.0, 1418.0] 25.00 · 不稳Volatile $0.25 / $1 204.8K
57 43 - 67
gpt-5.1-medium
OpenAI · Proprietary
1401±13.0
4.7K 票votes 1401.000 [1388.0, 1414.0] 24.00 · 不稳Volatile $1.25 / $10 400K
58 46 - 67
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1399±11.0
8.8K 票votes 1399.000 [1388.0, 1410.0] 21.00 · 不稳Volatile $3 / $15 200K
59 46 - 67
gemini-3-flash (thinking-minimal)
Google · Proprietary
1399±10.0
5.7K 票votes 1399.000 [1389.0, 1409.0] 21.00 · 不稳Volatile $0.50 / $3 1M
60 46 - 67
claude-opus-4-1-20250805
Anthropic · Proprietary
1398±12.0
6.7K 票votes 1398.000 [1386.0, 1410.0] 21.00 · 不稳Volatile $15 / $75 200K
61 43 - 72
qwen3.5-27b
阿里巴巴 · Apache 2.0
1393±21.0
867 票votes 1393.000 [1372.0, 1414.0] 29.00 · 不稳Volatile $0.20 / $1.56 262.1K
62 49 - 70
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1390±11.0
10.1K 票votes 1390.000 [1379.0, 1401.0] 21.00 · 不稳Volatile $3 / $15 200K
63 43 - 79
inkling
Thinky · Apache 2.0
1384±30.0
466 票votes 1384.000 [1354.0, 1414.0] 36.00 · 不稳Volatile $1 / $4.05 1M
64 49 - 78
gemma-4-31b
Google · Apache 2.0
1377±22.0
828 票votes 1377.000 [1355.0, 1399.0] 29.00 · 不稳Volatile $0.14 / $0.40 262.1K
65 40 - 82
gemma-4-26b-a4b
Google · Apache 2.0
1376±46.0
191 票votes 1376.000 [1330.0, 1422.0] 42.00 · 不稳Volatile N/A N/A
66 40 - 82
glm-5v-turbo
智谱 ZAI · Proprietary
1373±49.0
196 票votes 1373.000 [1324.0, 1422.0] 42.00 · 不稳Volatile $1.20 / $4 202.8K
67 58 - 78
deepseek-v3.2-thinking
DeepSeek · MIT
1370±14.0
3.1K 票votes 1370.000 [1356.0, 1384.0] 20.00 · 不稳Volatile $0.27 / $0.40 163.8K
68 58 - 80
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1369±16.0
1.5K 票votes 1369.000 [1353.0, 1385.0] 22.00 · 不稳Volatile $2 / $6 2M
69 61 - 80
gpt-5.1
OpenAI · Proprietary
1364±11.0
7.7K 票votes 1364.000 [1353.0, 1375.0] 19.00 · 不稳Volatile $1.25 / $10 400K
70 59 - 81
grok-4.3
SpaceXAI · Proprietary
1361±19.0
1.1K 票votes 1361.000 [1342.0, 1380.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
71 61 - 82
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±21.0
911 票votes 1357.000 [1336.0, 1378.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
72 48 - 86
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±45.0
194 票votes 1357.000 [1312.0, 1402.0] 38.00 · 不稳Volatile N/A N/A
73 63 - 81
mimo-v2-flash (non-thinking)
小米 · MIT
1354±14.0
3.1K 票votes 1354.000 [1340.0, 1368.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
74 63 - 82
glm-4.6
智谱 ZAI · MIT
1349±12.0
6.5K 票votes 1349.000 [1337.0, 1361.0] 19.00 · 不稳Volatile $0.50 / $2 204.8K
75 63 - 82
gpt-5.2-codex
OpenAI · Proprietary
1347±15.0
2.3K 票votes 1347.000 [1332.0, 1362.0] 19.00 · 不稳Volatile $1.75 / $14 400K
76 63 - 82
gpt-5.1-codex
OpenAI · Proprietary
1346±13.0
4.8K 票votes 1346.000 [1333.0, 1359.0] 19.00 · 不稳Volatile $1.25 / $10 400K
77 63 - 83
mimo-v2-flash (thinking)
小米 · MIT
1344±23.0
849 票votes 1344.000 [1321.0, 1367.0] 20.00 · 不稳Volatile $0.10 / $0.30 262.1K
78 65 - 87
laguna-m.1
Poolside · Apache 2.0
1327±28.0
550 票votes 1327.000 [1299.0, 1355.0] 22.00 · 不稳Volatile $0.20 / $0.40 262.1K
79 70 - 86
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±11.0
7.8K 票votes 1326.000 [1315.0, 1337.0] 16.00 · 不稳Volatile $1.15 / $8 262.1K
80 63 - 92
mistral-medium-3.5
Mistral · Modified MIT
1316±43.0
238 票votes 1316.000 [1273.0, 1359.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
81 76 - 86
claude-haiku-4-5-20251001
Anthropic · Proprietary
1313±10.0
9.7K 票votes 1313.000 [1303.0, 1323.0] 10.00 · 波动Unstable $1 / $5 200K
82 77 - 90
minimax-m2
MiniMax · Apache 2.0
1307±12.0
6.5K 票votes 1307.000 [1295.0, 1319.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
83 77 - 90
deepseek-v3.2
DeepSeek · MIT
1303±12.0
4.0K 票votes 1303.000 [1291.0, 1315.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
84 68 - 96
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1298±46.0
185 票votes 1298.000 [1252.0, 1344.0] 28.00 · 不稳Volatile $0.14 / $1 262.1K
85 66 - 99
qwen3.5-flash
阿里巴巴 · Proprietary
1293±60.0
121 票votes 1293.000 [1233.0, 1353.0] 33.00 · 不稳Volatile N/A N/A
86 77 - 96
laguna-xs.2
Poolside · Apache 2.0
1288±32.0
447 票votes 1288.000 [1256.0, 1320.0] 19.00 · 不稳Volatile $0.10 / $0.20 262.1K
87 81 - 92
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1286±11.0
8.3K 票votes 1286.000 [1275.0, 1297.0] 11.00 · 波动Unstable $0.40 / $1.60 262.1K
88 80 - 94
gemini-3.1-flash-lite-preview
Google · Proprietary
1284±17.0
1.6K 票votes 1284.000 [1267.0, 1301.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
89 81 - 94
deepseek-v3.2-exp
DeepSeek · MIT
1282±15.0
3.8K 票votes 1282.000 [1267.0, 1297.0] 13.00 · 不稳Volatile $0.27 / $0.41 163.8K
90 83 - 98
KAT-Coder-Pro-V1
· Proprietary
1265±21.0
1.4K 票votes 1265.000 [1244.0, 1286.0] 15.00 · 不稳Volatile $0.21 / $0.83 256K
91 83 - 99
gpt-5.1-codex-mini
OpenAI · Proprietary
1254±23.0
1.1K 票votes 1254.000 [1231.0, 1277.0] 16.00 · 不稳Volatile $0.25 / $2 400K
92 87 - 99
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1253±14.0
4.1K 票votes 1253.000 [1239.0, 1267.0] 12.00 · 不稳Volatile $0.20 / $0.50 2M
93 81 - 101
trinity-large-thinking
· Apache 2.0
1244±51.0
178 票votes 1244.000 [1193.0, 1295.0] 20.00 · 不稳Volatile $0.22 / $0.85 262.1K
94 87 - 99
mistral-large-3
Mistral · Apache 2.0
1239±26.0
808 票votes 1239.000 [1213.0, 1265.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
95 89 - 99
gemini-2.5-pro
Google · Proprietary
1234±17.0
2.7K 票votes 1234.000 [1217.0, 1251.0] 10.00 · 波动Unstable $1.25 / $10 1M
96 85 - 101
granite-4.1-8b
IBM · Apache 2.0
1221±49.0
215 票votes 1221.000 [1172.0, 1270.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
97 89 - 101
grok-4.1-thinking
SpaceXAI · Proprietary
1221±26.0
945 票votes 1221.000 [1195.0, 1247.0] 12.00 · 不稳Volatile N/A N/A
98 90 - 101
devstral-2
Mistral · Modified MIT
1217±24.0
947 票votes 1217.000 [1193.0, 1241.0] 11.00 · 波动Unstable N/A N/A
99 85 - 101
mercury-2
Inception AI · Proprietary
1199±68.0
103 票votes 1199.000 [1131.0, 1267.0] 16.00 · 不稳Volatile $0.25 / $0.75 128K
100 95 - 101
grok-code-fast-1
SpaceXAI · Proprietary
1171±29.0
782 票votes 1171.000 [1142.0, 1200.0] 6.00 · 波动Unstable $0.20 / $1.50 N/A
101 95 - 101
grok-4-fast-reasoning
SpaceXAI · Proprietary
1168±28.0
730 票votes 1168.000 [1140.0, 1196.0] 6.00 · 波动Unstable $0.20 / $0.50 2M
102 102 - 102
devstral-medium-2507
Mistral · Proprietary
1087±32.0
825 票votes 1087.000 [1055.0, 1119.0] 0.00 · 稳定Stable $0.40 / $2 128K
🔍

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