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
1748±45.0
310 票votes 1748.000 [1703.0, 1793.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1725±31.0
567 票votes 1725.000 [1694.0, 1756.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1707±29.0
710 票votes 1707.000 [1678.0, 1736.0] 4.00 · 稳定Stable $3 / $15 1M
4 2 - 6
claude-fable-5
Anthropic · Proprietary
1677±24.0
911 票votes 1677.000 [1653.0, 1701.0] 4.00 · 稳定Stable $10 / $50 1M
5 1 - 9
qwen3.8-max
阿里巴巴 · Proprietary
1667±44.0Preliminary
244 票votes 1667.000 [1623.0, 1711.0] 8.00 · 波动Unstable $2 / $6 1M
6 4 - 10
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1632±26.0
758 票votes 1632.000 [1606.0, 1658.0] 6.00 · 波动Unstable $5 / $30 1.1M
7 5 - 13
glm-5.2-max
智谱 ZAI · MIT
1609±23.0
851 票votes 1609.000 [1586.0, 1632.0] 8.00 · 波动Unstable $1.40 / $4.40 1M
8 5 - 20
grok-4.5
SpaceXAI · Proprietary
1598±28.0
540 票votes 1598.000 [1570.0, 1626.0] 15.00 · 不稳Volatile $2 / $6 500K
9 6 - 21
claude-opus-4-8-thinking
Anthropic · Proprietary
1588±21.0
1.0K 票votes 1588.000 [1567.0, 1609.0] 15.00 · 不稳Volatile $5 / $25 1M
10 5 - 33
deepseek-v4-flash-high
DeepSeek · MIT
1581±50.0Preliminary
178 票votes 1581.000 [1531.0, 1631.0] 28.00 · 不稳Volatile $0.14 / $0.28 1M
11 7 - 23
claude-opus-4-7-thinking
Anthropic · Proprietary
1573±17.0
1.7K 票votes 1573.000 [1556.0, 1590.0] 16.00 · 不稳Volatile $5 / $25 1M
12 7 - 23
claude-opus-4-7
Anthropic · Proprietary
1570±17.0
1.6K 票votes 1570.000 [1553.0, 1587.0] 16.00 · 不稳Volatile $5 / $25 1M
13 8 - 23
claude-opus-4-6-thinking
Anthropic · Proprietary
1567±16.0
2.0K 票votes 1567.000 [1551.0, 1583.0] 15.00 · 不稳Volatile $5 / $25 1M
14 8 - 31
glm-5.1
智谱 ZAI · MIT
1561±23.0
917 票votes 1561.000 [1538.0, 1584.0] 23.00 · 不稳Volatile $1.40 / $4.40 202.8K
15 7 - 33
gemini-3.6-flash
Google · Proprietary
1560±32.0Preliminary
459 票votes 1560.000 [1528.0, 1592.0] 26.00 · 不稳Volatile $1.50 / $7.50 1M
16 8 - 33
claude-sonnet-5-high
Anthropic · Proprietary
1553±27.0
580 票votes 1553.000 [1526.0, 1580.0] 25.00 · 不稳Volatile $2 / $10 1M
17 8 - 35
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1551±32.0
457 票votes 1551.000 [1519.0, 1583.0] 27.00 · 不稳Volatile $2 / $12 1M
18 8 - 34
muse-spark-1.1
Meta · Proprietary
1549±29.0Preliminary
554 票votes 1549.000 [1520.0, 1578.0] 26.00 · 不稳Volatile $1.25 / $4.25 N/A
19 9 - 33
claude-opus-4-8
Anthropic · Proprietary
1548±20.0
1.0K 票votes 1548.000 [1528.0, 1568.0] 24.00 · 不稳Volatile $5 / $25 1M
20 10 - 33
claude-opus-4-6
Anthropic · Proprietary
1547±15.0
2.1K 票votes 1547.000 [1532.0, 1562.0] 23.00 · 不稳Volatile $5 / $25 1M
21 8 - 35
gemini-3.5-flash-high
Google · Proprietary
1547±36.0
338 票votes 1547.000 [1511.0, 1583.0] 27.00 · 不稳Volatile N/A N/A
22 8 - 40
hy3
腾讯 · Apache 2.0
1532±47.0
179 票votes 1532.000 [1485.0, 1579.0] 32.00 · 不稳Volatile $0.13 / $0.53 262.1K
23 13 - 35
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1532±18.0
1.5K 票votes 1532.000 [1514.0, 1550.0] 22.00 · 不稳Volatile $5 / $30 N/A
24 13 - 35
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1531±21.0
981 票votes 1531.000 [1510.0, 1552.0] 22.00 · 不稳Volatile $1.48 / $4.42 1M
25 10 - 37
qwen3.6-max-preview
阿里巴巴 · Proprietary
1526±36.0
309 票votes 1526.000 [1490.0, 1562.0] 27.00 · 不稳Volatile $1.03 / $6.16 262.1K
26 13 - 35
claude-sonnet-4-6
Anthropic · Proprietary
1525±14.0
2.3K 票votes 1525.000 [1511.0, 1539.0] 22.00 · 不稳Volatile $3 / $15 1M
27 13 - 39
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1519±32.0
446 票votes 1519.000 [1487.0, 1551.0] 26.00 · 不稳Volatile $0.20 / $1.20 1M
28 14 - 36
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1518±17.0
1.6K 票votes 1518.000 [1501.0, 1535.0] 22.00 · 不稳Volatile N/A N/A
29 13 - 37
gemini-3.5-flash-medium
Google · Proprietary
1517±23.0
846 票votes 1517.000 [1494.0, 1540.0] 24.00 · 不稳Volatile $1.50 / $9 1M
30 14 - 39
seed-2.1-pro-preview
字节跳动 · Proprietary
1511±24.0Preliminary
716 票votes 1511.000 [1487.0, 1535.0] 25.00 · 不稳Volatile N/A N/A
31 19 - 39
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1506±19.0
1.8K 票votes 1506.000 [1487.0, 1525.0] 20.00 · 不稳Volatile $5 / $25 200K
32 20 - 44
kimi-k2.6
月之暗面 · Modified MIT
1500±19.0
1.1K 票votes 1500.000 [1481.0, 1519.0] 24.00 · 不稳Volatile $0.95 / $4 262.1K
33 13 - 49
gemini-3.5-flash
Google · Proprietary
1498±40.0
311 票votes 1498.000 [1458.0, 1538.0] 36.00 · 不稳Volatile $1.50 / $9 1M
34 25 - 45
mimo-v2.5-pro
小米 · MIT
1487±17.0
1.5K 票votes 1487.000 [1470.0, 1504.0] 20.00 · 不稳Volatile $0.43 / $0.87 1.1M
35 13 - 58
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1486±60.0
154 票votes 1486.000 [1426.0, 1546.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
36 13 - 59
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1481±61.0
132 票votes 1481.000 [1420.0, 1542.0] 46.00 · 不稳Volatile $2.50 / $15 1.1M
37 31 - 49
gemini-3.1-pro-preview
Google · Proprietary
1471±14.0
2.3K 票votes 1471.000 [1457.0, 1485.0] 18.00 · 不稳Volatile $2 / $12 1M
38 28 - 51
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1471±18.0
1.5K 票votes 1471.000 [1453.0, 1489.0] 23.00 · 不稳Volatile N/A N/A
39 26 - 51
kimi-k2.7-code
月之暗面 · Modified MIT
1471±25.0
646 票votes 1471.000 [1446.0, 1496.0] 25.00 · 不稳Volatile $0.73 / $3.50 262.1K
40 28 - 51
minimax-m3
MiniMax · MiniMax Community License
1470±20.0
1.1K 票votes 1470.000 [1450.0, 1490.0] 23.00 · 不稳Volatile $0.60 / $2.40 N/A
41 32 - 51
qwen3.6-plus
阿里巴巴 · Proprietary
1468±16.0
1.6K 票votes 1468.000 [1452.0, 1484.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
42 32 - 51
deepseek-v4-pro-high-preview
DeepSeek · MIT
1465±17.0
1.5K 票votes 1465.000 [1448.0, 1482.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
43 32 - 51
claude-opus-4-5-20251101
Anthropic · Proprietary
1464±17.0
2.2K 票votes 1464.000 [1447.0, 1481.0] 19.00 · 不稳Volatile $5 / $25 200K
44 34 - 52
gemini-3-pro
Google · Proprietary
1452±17.0
2.8K 票votes 1452.000 [1435.0, 1469.0] 18.00 · 不稳Volatile $2 / $12 1M
45 34 - 56
deepseek-v4-pro
DeepSeek · MIT
1446±18.0
1.4K 票votes 1446.000 [1428.0, 1464.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
46 34 - 59
glm-5
智谱 ZAI · MIT
1441±22.0
1.0K 票votes 1441.000 [1419.0, 1463.0] 25.00 · 不稳Volatile $1 / $3.20 202.8K
47 36 - 59
minimax-m2.5
MiniMax · Modified MIT
1436±21.0
1.1K 票votes 1436.000 [1415.0, 1457.0] 23.00 · 不稳Volatile $0.15 / $0.90 204.8K
48 36 - 62
mimo-v2-pro
小米 · Proprietary
1434±22.0
907 票votes 1434.000 [1412.0, 1456.0] 26.00 · 不稳Volatile $1 / $3 1M
49 32 - 73
gpt-5.4
OpenAI · Proprietary
1432±51.0
158 票votes 1432.000 [1381.0, 1483.0] 41.00 · 不稳Volatile $2.50 / $15 1.1M
50 42 - 59
kimi-k2.5-thinking
月之暗面 · Modified MIT
1429±15.0
2.1K 票votes 1429.000 [1414.0, 1444.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
51 34 - 73
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1423±40.0
339 票votes 1423.000 [1383.0, 1463.0] 39.00 · 不稳Volatile $1.75 / $14 400K
52 33 - 74
gpt-5.2
OpenAI · Proprietary
1419±52.0
255 票votes 1419.000 [1367.0, 1471.0] 41.00 · 不稳Volatile $1.75 / $14 400K
53 43 - 67
gemini-3-flash
Google · Proprietary
1417±18.0
1.9K 票votes 1417.000 [1399.0, 1435.0] 24.00 · 不稳Volatile $0.50 / $3 1M
54 43 - 68
mimo-v2.5
小米 · MIT
1416±18.0
1.4K 票votes 1416.000 [1398.0, 1434.0] 25.00 · 不稳Volatile $0.14 / $0.28 1.1M
55 43 - 69
deepseek-v4-flash-high-preview
DeepSeek · MIT
1413±19.0
1.2K 票votes 1413.000 [1394.0, 1432.0] 26.00 · 不稳Volatile $0.14 / $0.28 1M
56 44 - 70
gpt-5.4-mini-high
OpenAI · Proprietary
1410±18.0
1.4K 票votes 1410.000 [1392.0, 1428.0] 26.00 · 不稳Volatile $0.75 / $4.50 400K
57 43 - 73
glm-4.7
智谱 ZAI · MIT
1403±27.0
801 票votes 1403.000 [1376.0, 1430.0] 30.00 · 不稳Volatile $0.40 / $1.75 204.8K
58 44 - 76
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1395±33.0
426 票votes 1395.000 [1362.0, 1428.0] 32.00 · 不稳Volatile $1.75 / $14 400K
59 49 - 73
minimax-m2.1-preview
MiniMax · MIT
1392±21.0
1.4K 票votes 1392.000 [1371.0, 1413.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
60 50 - 73
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1390±15.0
2.1K 票votes 1390.000 [1375.0, 1405.0] 23.00 · 不稳Volatile $0.39 / $2.34 262.1K
61 50 - 73
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±17.0
2.4K 票votes 1388.000 [1371.0, 1405.0] 23.00 · 不稳Volatile $3 / $15 200K
62 50 - 74
minimax-m2.7
MiniMax · Modified MIT
1384±16.0
1.6K 票votes 1384.000 [1368.0, 1400.0] 24.00 · 不稳Volatile $0.25 / $1 204.8K
63 51 - 74
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1383±15.0
2.8K 票votes 1383.000 [1368.0, 1398.0] 23.00 · 不稳Volatile $3 / $15 200K
64 49 - 80
gpt-5-medium
OpenAI · Proprietary
1381±32.0
695 票votes 1381.000 [1349.0, 1413.0] 31.00 · 不稳Volatile $1.25 / $10 400K
65 49 - 80
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±31.0
492 票votes 1381.000 [1350.0, 1412.0] 31.00 · 不稳Volatile $0.57 / $2.85 262.1K
66 50 - 79
inkling
Thinky · Apache 2.0
1378±24.0
750 票votes 1378.000 [1354.0, 1402.0] 29.00 · 不稳Volatile $1 / $4.05 1M
67 54 - 74
gemini-3-flash (thinking-minimal)
Google · Proprietary
1377±13.0
3.0K 票votes 1377.000 [1364.0, 1390.0] 20.00 · 不稳Volatile $0.50 / $3 1M
68 52 - 81
gpt-5.1-medium
OpenAI · Proprietary
1373±25.0
1.1K 票votes 1373.000 [1348.0, 1398.0] 29.00 · 不稳Volatile $1.25 / $10 400K
69 53 - 80
claude-opus-4-1-20250805
Anthropic · Proprietary
1372±22.0
1.5K 票votes 1372.000 [1350.0, 1394.0] 27.00 · 不稳Volatile $15 / $75 200K
70 45 - 87
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1370±50.0
180 票votes 1370.000 [1320.0, 1420.0] 42.00 · 不稳Volatile N/A N/A
71 54 - 81
gemma-4-31b
Google · Apache 2.0
1368±21.0
1.1K 票votes 1368.000 [1347.0, 1389.0] 27.00 · 不稳Volatile $0.14 / $0.40 262.1K
72 50 - 86
glm-5v-turbo
智谱 ZAI · Proprietary
1365±40.0
294 票votes 1365.000 [1325.0, 1405.0] 36.00 · 不稳Volatile $1.20 / $4 202.8K
73 60 - 85
grok-4.3
SpaceXAI · Proprietary
1350±19.0
1.3K 票votes 1350.000 [1331.0, 1369.0] 25.00 · 不稳Volatile $1.25 / $2.50 1M
74 64 - 85
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1347±16.0
1.8K 票votes 1347.000 [1331.0, 1363.0] 21.00 · 不稳Volatile $2 / $6 2M
75 64 - 87
deepseek-v3.2-thinking
DeepSeek · MIT
1341±22.0
1.1K 票votes 1341.000 [1319.0, 1363.0] 23.00 · 不稳Volatile $0.27 / $0.40 163.8K
76 65 - 88
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±21.0
1.0K 票votes 1337.000 [1316.0, 1358.0] 23.00 · 不稳Volatile $0.20 / $1.56 262.1K
77 65 - 89
gpt-5.2-codex
OpenAI · Proprietary
1336±22.0
1.0K 票votes 1336.000 [1314.0, 1358.0] 24.00 · 不稳Volatile $1.75 / $14 400K
78 54 - 97
gemma-4-26b-a4b
Google · Apache 2.0
1332±55.0
162 票votes 1332.000 [1277.0, 1387.0] 43.00 · 不稳Volatile N/A N/A
79 66 - 91
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1330±21.0
1.0K 票votes 1330.000 [1309.0, 1351.0] 25.00 · 不稳Volatile $0.26 / $2.08 262.1K
80 65 - 91
laguna-m.1
Poolside · Apache 2.0
1328±27.0
637 票votes 1328.000 [1301.0, 1355.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
81 69 - 91
mimo-v2-flash (non-thinking)
小米 · MIT
1327±23.0
992 票votes 1327.000 [1304.0, 1350.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
82 71 - 91
gpt-5.1
OpenAI · Proprietary
1324±18.0
2.0K 票votes 1324.000 [1306.0, 1342.0] 20.00 · 不稳Volatile $1.25 / $10 400K
83 71 - 91
glm-4.6
智谱 ZAI · MIT
1323±22.0
1.6K 票votes 1323.000 [1301.0, 1345.0] 20.00 · 不稳Volatile $0.50 / $2 204.8K
84 71 - 92
gpt-5.1-codex
OpenAI · Proprietary
1321±25.0
1.1K 票votes 1321.000 [1296.0, 1346.0] 21.00 · 不稳Volatile $1.25 / $10 400K
85 77 - 93
claude-haiku-4-5-20251001
Anthropic · Proprietary
1303±12.0
3.9K 票votes 1303.000 [1291.0, 1315.0] 16.00 · 不稳Volatile $1 / $5 200K
86 76 - 95
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1302±16.0
2.4K 票votes 1302.000 [1286.0, 1318.0] 19.00 · 不稳Volatile $1.15 / $8 262.1K
87 73 - 99
laguna-xs.2
Poolside · Apache 2.0
1299±31.0
473 票votes 1299.000 [1268.0, 1330.0] 26.00 · 不稳Volatile $0.10 / $0.20 262.1K
88 78 - 99
deepseek-v3.2
DeepSeek · MIT
1294±19.0
1.5K 票votes 1294.000 [1275.0, 1313.0] 21.00 · 不稳Volatile $0.27 / $0.40 163.8K
89 71 - 100
mistral-medium-3.5
Mistral · Modified MIT
1291±43.0
248 票votes 1291.000 [1248.0, 1334.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
90 78 - 102
mimo-v2-flash (thinking)
小米 · MIT
1271±43.0
268 票votes 1271.000 [1228.0, 1314.0] 24.00 · 不稳Volatile $0.10 / $0.30 262.1K
91 86 - 101
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1265±17.0
2.4K 票votes 1265.000 [1248.0, 1282.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
92 74 - 104
mistral-large-3
Mistral · Apache 2.0
1261±61.0
184 票votes 1261.000 [1200.0, 1322.0] 30.00 · 不稳Volatile $0.50 / $1.50 N/A
93 86 - 102
minimax-m2
MiniMax · Apache 2.0
1260±22.0
1.5K 票votes 1260.000 [1238.0, 1282.0] 16.00 · 不稳Volatile $0.26 / $1.02 204.8K
94 85 - 102
deepseek-v3.2-exp
DeepSeek · MIT
1258±28.0
938 票votes 1258.000 [1230.0, 1286.0] 17.00 · 不稳Volatile $0.27 / $0.41 163.8K
95 87 - 102
gemini-3.1-flash-lite-preview
Google · Proprietary
1258±18.0
1.8K 票votes 1258.000 [1240.0, 1276.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
96 85 - 104
KAT-Coder-Pro-V1
· Proprietary
1242±46.0
364 票votes 1242.000 [1196.0, 1288.0] 19.00 · 不稳Volatile $0.21 / $0.83 256K
97 83 - 106
trinity-large-thinking
· Apache 2.0
1242±59.0
174 票votes 1242.000 [1183.0, 1301.0] 23.00 · 不稳Volatile $0.22 / $0.85 262.1K
98 84 - 105
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1241±50.0
212 票votes 1241.000 [1191.0, 1291.0] 21.00 · 不稳Volatile $0.14 / $1 262.1K
99 89 - 104
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1240±27.0
976 票votes 1240.000 [1213.0, 1267.0] 15.00 · 不稳Volatile $0.20 / $0.50 2M
100 87 - 106
gpt-5.1-codex-mini
OpenAI · Proprietary
1228±47.0
286 票votes 1228.000 [1181.0, 1275.0] 19.00 · 不稳Volatile $0.25 / $2 400K
101 91 - 107
gemini-2.5-pro
Google · Proprietary
1207±34.0
637 票votes 1207.000 [1173.0, 1241.0] 16.00 · 不稳Volatile $1.25 / $10 1M
102 90 - 108
qwen3.5-flash
阿里巴巴 · Proprietary
1182±67.0
138 票votes 1182.000 [1115.0, 1249.0] 18.00 · 不稳Volatile N/A N/A
103 95 - 107
granite-4.1-8b
IBM · Apache 2.0
1179±47.0
255 票votes 1179.000 [1132.0, 1226.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
104 95 - 108
grok-code-fast-1
SpaceXAI · Proprietary
1146±67.0
187 票votes 1146.000 [1079.0, 1213.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
105 98 - 108
grok-4-fast-reasoning
SpaceXAI · Proprietary
1130±63.0
172 票votes 1130.000 [1067.0, 1193.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
106 99 - 108
grok-4.1-thinking
SpaceXAI · Proprietary
1130±61.0
211 票votes 1130.000 [1069.0, 1191.0] 9.00 · 波动Unstable N/A N/A
107 101 - 108
devstral-2
Mistral · Modified MIT
1122±55.0
191 票votes 1122.000 [1067.0, 1177.0] 7.00 · 波动Unstable N/A N/A
108 103 - 108
devstral-medium-2507
Mistral · Proprietary
1045±70.0
200 票votes 1045.000 [975.0, 1115.0] 5.00 · 波动Unstable $0.40 / $2 128K
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