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
1743±33.0
552 票votes 1743.000 [1710.0, 1776.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1723±28.0
747 票votes 1723.000 [1695.0, 1751.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1705±29.0
710 票votes 1705.000 [1676.0, 1734.0] 4.00 · 稳定Stable $3 / $15 1M
4 2 - 6
claude-fable-5
Anthropic · Proprietary
1680±24.0
979 票votes 1680.000 [1656.0, 1704.0] 4.00 · 稳定Stable $10 / $50 1M
5 1 - 7
qwen3.8-max
阿里巴巴 · Proprietary
1671±40.0Preliminary
315 票votes 1671.000 [1631.0, 1711.0] 6.00 · 波动Unstable $2 / $6 1M
6 4 - 8
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1637±24.0
906 票votes 1637.000 [1613.0, 1661.0] 4.00 · 稳定Stable $5 / $30 1.1M
7 5 - 12
glm-5.2-max
智谱 ZAI · MIT
1611±22.0
937 票votes 1611.000 [1589.0, 1633.0] 7.00 · 波动Unstable $1.40 / $4.40 1M
8 6 - 18
grok-4.5
SpaceXAI · Proprietary
1602±26.0
627 票votes 1602.000 [1576.0, 1628.0] 12.00 · 不稳Volatile $2 / $6 500K
9 7 - 22
claude-opus-4-8-thinking
Anthropic · Proprietary
1582±20.0
1.1K 票votes 1582.000 [1562.0, 1602.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
10 7 - 24
claude-opus-4-7-thinking
Anthropic · Proprietary
1573±16.0
1.8K 票votes 1573.000 [1557.0, 1589.0] 17.00 · 不稳Volatile $2.50 / $12.50 1M
11 8 - 24
claude-opus-4-7
Anthropic · Proprietary
1570±17.0
1.7K 票votes 1570.000 [1553.0, 1587.0] 16.00 · 不稳Volatile $5 / $25 1M
12 7 - 34
deepseek-v4-flash-high
DeepSeek · MIT
1569±39.0Preliminary
272 票votes 1569.000 [1530.0, 1608.0] 27.00 · 不稳Volatile $0.14 / $0.28 1M
13 8 - 24
claude-opus-4-6-thinking
Anthropic · Proprietary
1569±15.0
2.1K 票votes 1569.000 [1554.0, 1584.0] 16.00 · 不稳Volatile $2.50 / $12.50 1M
14 7 - 33
gemini-3.6-flash
Google · Proprietary
1563±29.0Preliminary
555 票votes 1563.000 [1534.0, 1592.0] 26.00 · 不稳Volatile $0.75 / $3.75 1M
15 8 - 31
glm-5.1
智谱 ZAI · MIT
1559±22.0
989 票votes 1559.000 [1537.0, 1581.0] 23.00 · 不稳Volatile $1.40 / $4.40 202.8K
16 8 - 34
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1554±29.0
561 票votes 1554.000 [1525.0, 1583.0] 26.00 · 不稳Volatile $2 / $12 1M
17 9 - 35
claude-sonnet-5-high
Anthropic · Proprietary
1547±25.0
660 票votes 1547.000 [1522.0, 1572.0] 26.00 · 不稳Volatile $1 / $5 1M
18 10 - 34
claude-opus-4-6
Anthropic · Proprietary
1546±15.0
2.2K 票votes 1546.000 [1531.0, 1561.0] 24.00 · 不稳Volatile $2.50 / $12.50 1M
19 9 - 34
claude-opus-4-8
Anthropic · Proprietary
1546±19.0
1.2K 票votes 1546.000 [1527.0, 1565.0] 25.00 · 不稳Volatile $2.50 / $12.50 1M
20 9 - 36
muse-spark-1.1
Meta · Proprietary
1544±26.0Preliminary
647 票votes 1544.000 [1518.0, 1570.0] 27.00 · 不稳Volatile $1.25 / $4.25 N/A
21 9 - 36
gemini-3.5-flash-high
Google · Proprietary
1542±31.0
446 票votes 1542.000 [1511.0, 1573.0] 27.00 · 不稳Volatile $0.75 / $4.50 1M
22 8 - 38
hy3
腾讯 · Apache 2.0
1540±44.0
215 票votes 1540.000 [1496.0, 1584.0] 30.00 · 不稳Volatile $0.13 / $0.53 262.1K
23 8 - 38
muse-spark-1.2 (xHigh)
Meta · Proprietary
1537±45.0
217 票votes 1537.000 [1492.0, 1582.0] 30.00 · 不稳Volatile $1.25 / $4.25 N/A
24 13 - 36
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1533±17.0
1.6K 票votes 1533.000 [1516.0, 1550.0] 23.00 · 不稳Volatile $5 / $30 N/A
25 13 - 36
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1529±20.0
1.0K 票votes 1529.000 [1509.0, 1549.0] 23.00 · 不稳Volatile $1.48 / $4.42 1M
26 10 - 40
qwen3.6-max-preview
阿里巴巴 · Proprietary
1525±36.0
312 票votes 1525.000 [1489.0, 1561.0] 30.00 · 不稳Volatile $1.03 / $6.16 262.1K
27 13 - 36
claude-sonnet-4-6
Anthropic · Proprietary
1524±14.0
2.4K 票votes 1524.000 [1510.0, 1538.0] 23.00 · 不稳Volatile $1.50 / $7.50 1M
28 13 - 38
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1522±28.0
562 票votes 1522.000 [1494.0, 1550.0] 25.00 · 不稳Volatile $0.20 / $1.20 1M
29 15 - 37
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1516±16.0
1.7K 票votes 1516.000 [1500.0, 1532.0] 22.00 · 不稳Volatile N/A N/A
30 14 - 38
gemini-3.5-flash-medium
Google · Proprietary
1514±21.0
957 票votes 1514.000 [1493.0, 1535.0] 24.00 · 不稳Volatile $0.75 / $4.50 1M
31 14 - 40
seed-2.1-pro-preview
字节跳动 · Proprietary
1512±23.0Preliminary
806 票votes 1512.000 [1489.0, 1535.0] 26.00 · 不稳Volatile N/A N/A
32 19 - 41
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1506±19.0
1.8K 票votes 1506.000 [1487.0, 1525.0] 22.00 · 不稳Volatile $5 / $25 200K
33 20 - 44
kimi-k2.6
月之暗面 · Modified MIT
1499±19.0
1.1K 票votes 1499.000 [1480.0, 1518.0] 24.00 · 不稳Volatile $0.95 / $4 262.1K
34 13 - 50
gemini-3.5-flash
Google · Proprietary
1499±40.0
311 票votes 1499.000 [1459.0, 1539.0] 37.00 · 不稳Volatile $0.75 / $4.50 1M
35 25 - 46
mimo-v2.5-pro
小米 · MIT
1487±16.0
1.6K 票votes 1487.000 [1471.0, 1503.0] 21.00 · 不稳Volatile $0.43 / $0.87 1.1M
36 13 - 59
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1486±60.0
154 票votes 1486.000 [1426.0, 1546.0] 46.00 · 不稳Volatile $2.50 / $15 1.1M
37 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
38 30 - 50
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1474±17.0
1.6K 票votes 1474.000 [1457.0, 1491.0] 20.00 · 不稳Volatile N/A N/A
39 32 - 50
gemini-3.1-pro-preview
Google · Proprietary
1473±14.0
2.4K 票votes 1473.000 [1459.0, 1487.0] 18.00 · 不稳Volatile $1 / $6 1M
40 26 - 52
kimi-k2.7-code
月之暗面 · Modified MIT
1472±25.0
646 票votes 1472.000 [1447.0, 1497.0] 26.00 · 不稳Volatile $0.47 / $2 262.1K
41 30 - 52
minimax-m3
MiniMax · MiniMax Community License
1472±19.0
1.2K 票votes 1472.000 [1453.0, 1491.0] 22.00 · 不稳Volatile $0.60 / $2.40 N/A
42 33 - 52
qwen3.6-plus
阿里巴巴 · Proprietary
1468±16.0
1.7K 票votes 1468.000 [1452.0, 1484.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
43 33 - 52
deepseek-v4-pro-high-preview
DeepSeek · MIT
1467±17.0
1.6K 票votes 1467.000 [1450.0, 1484.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
44 33 - 52
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
45 35 - 54
gemini-3-pro
Google · Proprietary
1452±17.0
2.8K 票votes 1452.000 [1435.0, 1469.0] 19.00 · 不稳Volatile $2 / $12 1M
46 35 - 57
deepseek-v4-pro
DeepSeek · MIT
1446±17.0
1.5K 票votes 1446.000 [1429.0, 1463.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
47 35 - 59
glm-5
智谱 ZAI · MIT
1441±22.0
1.0K 票votes 1441.000 [1419.0, 1463.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
48 38 - 60
minimax-m2.5
MiniMax · Modified MIT
1436±21.0
1.1K 票votes 1436.000 [1415.0, 1457.0] 22.00 · 不稳Volatile $0.22 / $0.90 204.8K
49 38 - 63
mimo-v2-pro
小米 · Proprietary
1434±22.0
906 票votes 1434.000 [1412.0, 1456.0] 25.00 · 不稳Volatile $1 / $3 1M
50 43 - 60
kimi-k2.5-thinking
月之暗面 · Modified MIT
1430±15.0
2.2K 票votes 1430.000 [1415.0, 1445.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
51 34 - 74
gpt-5.4
OpenAI · Proprietary
1426±47.0
189 票votes 1426.000 [1379.0, 1473.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
52 35 - 74
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
53 43 - 65
mimo-v2.5
小米 · MIT
1420±18.0
1.5K 票votes 1420.000 [1402.0, 1438.0] 22.00 · 不稳Volatile $0.14 / $0.28 1.1M
54 34 - 75
gpt-5.2
OpenAI · Proprietary
1419±52.0
255 票votes 1419.000 [1367.0, 1471.0] 41.00 · 不稳Volatile $0.88 / $7 400K
55 44 - 68
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
56 44 - 70
deepseek-v4-flash-high-preview
DeepSeek · MIT
1414±19.0
1.2K 票votes 1414.000 [1395.0, 1433.0] 26.00 · 不稳Volatile $0.14 / $0.28 1M
57 45 - 71
gpt-5.4-mini-high
OpenAI · Proprietary
1411±18.0
1.4K 票votes 1411.000 [1393.0, 1429.0] 26.00 · 不稳Volatile $0.75 / $4.50 400K
58 44 - 74
glm-4.7
智谱 ZAI · MIT
1403±27.0
800 票votes 1403.000 [1376.0, 1430.0] 30.00 · 不稳Volatile $0.40 / $1.75 204.8K
59 45 - 77
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
60 50 - 74
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
61 52 - 74
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1388±14.0
2.2K 票votes 1388.000 [1374.0, 1402.0] 22.00 · 不稳Volatile $0.39 / $2.34 262.1K
62 51 - 74
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
63 52 - 75
minimax-m2.7
MiniMax · Modified MIT
1384±16.0
1.7K 票votes 1384.000 [1368.0, 1400.0] 23.00 · 不稳Volatile $0.27 / $1.08 204.8K
64 53 - 75
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1383±16.0
2.8K 票votes 1383.000 [1367.0, 1399.0] 22.00 · 不稳Volatile $3 / $15 200K
65 50 - 81
kimi-k2.5-instant
月之暗面 · Modified MIT
1382±31.0
493 票votes 1382.000 [1351.0, 1413.0] 31.00 · 不稳Volatile $0.57 / $2.85 262.1K
66 50 - 81
gpt-5-medium
OpenAI · Proprietary
1382±32.0
695 票votes 1382.000 [1350.0, 1414.0] 31.00 · 不稳Volatile $0.63 / $5 400K
67 52 - 78
inkling
Thinky · Apache 2.0
1380±22.0
847 票votes 1380.000 [1358.0, 1402.0] 26.00 · 不稳Volatile $0.50 / $2.02 524.3K
68 55 - 75
gemini-3-flash (thinking-minimal)
Google · Proprietary
1376±13.0
3.0K 票votes 1376.000 [1363.0, 1389.0] 20.00 · 不稳Volatile $0.50 / $3 1M
69 53 - 82
gpt-5.1-medium
OpenAI · Proprietary
1373±25.0
1.1K 票votes 1373.000 [1348.0, 1398.0] 29.00 · 不稳Volatile $0.63 / $5 400K
70 54 - 81
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
71 51 - 87
glm-5v-turbo
智谱 ZAI · Proprietary
1368±40.0
295 票votes 1368.000 [1328.0, 1408.0] 36.00 · 不稳Volatile $1.20 / $4 202.8K
72 55 - 82
gemma-4-31b
Google · Apache 2.0
1367±20.0
1.1K 票votes 1367.000 [1347.0, 1387.0] 27.00 · 不稳Volatile $0.14 / $0.40 262.1K
73 48 - 89
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1367±50.0
183 票votes 1367.000 [1317.0, 1417.0] 41.00 · 不稳Volatile N/A N/A
74 61 - 85
grok-4.3
SpaceXAI · Proprietary
1351±18.0
1.5K 票votes 1351.000 [1333.0, 1369.0] 24.00 · 不稳Volatile $1.25 / $2.50 1M
75 65 - 86
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1348±16.0
1.8K 票votes 1348.000 [1332.0, 1364.0] 21.00 · 不稳Volatile $2 / $6 2M
76 65 - 88
deepseek-v3.2-thinking
DeepSeek · MIT
1341±22.0
1.1K 票votes 1341.000 [1319.0, 1363.0] 23.00 · 不稳Volatile $0.26 / $0.38 163.8K
77 67 - 90
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
78 66 - 90
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
79 55 - 98
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
80 67 - 92
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 $0.29 / $2.40 262.1K
81 67 - 92
laguna-m.1
Poolside · Apache 2.0
1328±27.0
639 票votes 1328.000 [1301.0, 1355.0] 25.00 · 不稳Volatile $0.20 / $0.40 262.1K
82 70 - 92
mimo-v2-flash (non-thinking)
小米 · MIT
1327±23.0
991 票votes 1327.000 [1304.0, 1350.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 72 - 92
gpt-5.1
OpenAI · Proprietary
1325±18.0
2.0K 票votes 1325.000 [1307.0, 1343.0] 20.00 · 不稳Volatile $0.63 / $5 400K
84 72 - 92
glm-4.6
智谱 ZAI · MIT
1324±22.0
1.6K 票votes 1324.000 [1302.0, 1346.0] 20.00 · 不稳Volatile $0.50 / $2 204.8K
85 72 - 93
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
86 77 - 93
claude-haiku-4-5-20251001
Anthropic · Proprietary
1304±12.0
4.0K 票votes 1304.000 [1292.0, 1316.0] 16.00 · 不稳Volatile $1 / $5 200K
87 76 - 96
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1302±16.0
2.4K 票votes 1302.000 [1286.0, 1318.0] 20.00 · 不稳Volatile $1.15 / $8 262.1K
88 74 - 100
laguna-xs.2
Poolside · Apache 2.0
1299±31.0
475 票votes 1299.000 [1268.0, 1330.0] 26.00 · 不稳Volatile $0.10 / $0.20 262.1K
89 79 - 100
deepseek-v3.2
DeepSeek · MIT
1294±19.0
1.5K 票votes 1294.000 [1275.0, 1313.0] 21.00 · 不稳Volatile $0.26 / $0.38 163.8K
90 73 - 102
mistral-medium-3.5
Mistral · Modified MIT
1290±43.0
251 票votes 1290.000 [1247.0, 1333.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
91 79 - 103
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
92 87 - 102
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
93 75 - 105
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
94 87 - 103
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
95 86 - 103
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
96 88 - 103
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
97 86 - 105
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
98 84 - 107
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
99 86 - 106
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1242±50.0
212 票votes 1242.000 [1192.0, 1292.0] 20.00 · 不稳Volatile $0.14 / $1 262.1K
100 90 - 105
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
101 88 - 107
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
102 92 - 108
gemini-2.5-pro
Google · Proprietary
1207±34.0
638 票votes 1207.000 [1173.0, 1241.0] 16.00 · 不稳Volatile $0.63 / $5 1M
103 90 - 109
qwen3.5-flash
阿里巴巴 · Proprietary
1182±67.0
138 票votes 1182.000 [1115.0, 1249.0] 19.00 · 不稳Volatile N/A N/A
104 96 - 108
granite-4.1-8b
IBM · Apache 2.0
1178±47.0
261 票votes 1178.000 [1131.0, 1225.0] 12.00 · 不稳Volatile $0.05 / $0.10 131.1K
105 96 - 109
grok-code-fast-1
SpaceXAI · Proprietary
1147±67.0
187 票votes 1147.000 [1080.0, 1214.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
106 99 - 109
grok-4-fast-reasoning
SpaceXAI · Proprietary
1131±63.0
172 票votes 1131.000 [1068.0, 1194.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
107 100 - 109
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
108 102 - 109
devstral-2
Mistral · Modified MIT
1123±55.0
191 票votes 1123.000 [1068.0, 1178.0] 7.00 · 波动Unstable N/A N/A
109 104 - 109
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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