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 - 7
claude-opus-5-high
Anthropic · Proprietary
1652±28.0
620 票votes 1652.000 [1624.0, 1680.0] 6.00 · 波动Unstable $5 / $25 1M
🥈 1 - 7
claude-opus-5-max
Anthropic · Proprietary
1651±30.0
541 票votes 1651.000 [1621.0, 1681.0] 6.00 · 波动Unstable $5 / $25 1M
🥉 1 - 7
kimi-k3-max
月之暗面 · Kimi K3 license
1643±32.0
580 票votes 1643.000 [1611.0, 1675.0] 6.00 · 波动Unstable $3 / $15 1M
4 1 - 11
qwen3.8-max
阿里巴巴 · Proprietary
1627±47.0Preliminary
219 票votes 1627.000 [1580.0, 1674.0] 10.00 · 波动Unstable $2 / $6 1M
5 1 - 18
grok-4.6-high
SpaceXAI · Proprietary
1615±63.0Preliminary
110 票votes 1615.000 [1552.0, 1678.0] 17.00 · 不稳Volatile $2 / $6 500K
6 1 - 11
claude-fable-5
Anthropic · Proprietary
1607±23.0
884 票votes 1607.000 [1584.0, 1630.0] 10.00 · 波动Unstable $10 / $50 1M
7 4 - 13
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1586±23.0
840 票votes 1586.000 [1563.0, 1609.0] 9.00 · 波动Unstable $5 / $30 1.1M
8 1 - 24
gemini-3.7-flash-high
Google · Proprietary
1576±48.0Preliminary
193 票votes 1576.000 [1528.0, 1624.0] 23.00 · 不稳Volatile $0.75 / $3.57 1M
9 6 - 22
claude-opus-4-8-high
Anthropic · Proprietary
1555±17.0
1.3K 票votes 1555.000 [1538.0, 1572.0] 16.00 · 不稳Volatile $5 / $25 1M
10 4 - 32
deepseek-v4-flash-high
DeepSeek · MIT
1553±43.0
223 票votes 1553.000 [1510.0, 1596.0] 28.00 · 不稳Volatile $0.44 / $1.32 1M
11 6 - 25
glm-5.2-max
智谱 ZAI · MIT
1548±21.0
948 票votes 1548.000 [1527.0, 1569.0] 19.00 · 不稳Volatile $1.40 / $4.40 1M
12 7 - 24
claude-opus-4-7-high
Anthropic · Proprietary
1546±15.0
1.9K 票votes 1546.000 [1531.0, 1561.0] 17.00 · 不稳Volatile $5 / $25 1M
13 7 - 24
claude-opus-4-6-high
Anthropic · Proprietary
1544±15.0
2.0K 票votes 1544.000 [1529.0, 1559.0] 17.00 · 不稳Volatile $5 / $25 1M
14 4 - 37
deepseek-v4-pro-high-20260813
DeepSeek · MIT
1543±48.0
183 票votes 1543.000 [1495.0, 1591.0] 33.00 · 不稳Volatile $1.32 / $3.96 N/A
15 4 - 37
muse-spark-1.2 (xHigh)
Meta · Proprietary
1540±46.0
165 票votes 1540.000 [1494.0, 1586.0] 33.00 · 不稳Volatile $1.25 / $4.25 N/A
16 7 - 29
claude-opus-4-7
Anthropic · Proprietary
1536±16.0
1.7K 票votes 1536.000 [1520.0, 1552.0] 22.00 · 不稳Volatile $5 / $25 1M
17 7 - 32
grok-4.5
SpaceXAI · Proprietary
1535±25.0
660 票votes 1535.000 [1510.0, 1560.0] 25.00 · 不稳Volatile $2 / $6 500K
18 8 - 32
claude-opus-4-8
Anthropic · Proprietary
1531±19.0
1.2K 票votes 1531.000 [1512.0, 1550.0] 24.00 · 不稳Volatile $5 / $25 1M
19 7 - 34
muse-spark-1.1
Meta · Proprietary
1530±26.0
625 票votes 1530.000 [1504.0, 1556.0] 27.00 · 不稳Volatile $1.25 / $4.25 N/A
20 8 - 36
gemini-3.6-flash-high
Google · Proprietary
1525±27.0
576 票votes 1525.000 [1498.0, 1552.0] 28.00 · 不稳Volatile $0.38 / $1.88 1M
21 12 - 35
claude-opus-4-6
Anthropic · Proprietary
1514±14.0
2.2K 票votes 1514.000 [1500.0, 1528.0] 23.00 · 不稳Volatile $5 / $25 1M
22 13 - 37
claude-sonnet-4-6
Anthropic · Proprietary
1508±14.0
2.3K 票votes 1508.000 [1494.0, 1522.0] 24.00 · 不稳Volatile $1.50 / $7.50 1M
23 9 - 41
claude-sonnet-5-high
Anthropic · Proprietary
1508±25.0
670 票votes 1508.000 [1483.0, 1533.0] 32.00 · 不稳Volatile $1 / $5 1M
24 9 - 41
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1505±28.0
472 票votes 1505.000 [1477.0, 1533.0] 32.00 · 不稳Volatile $0.20 / $1.20 1M
25 13 - 41
seed-2.1-pro-preview
字节跳动 · Proprietary
1503±23.0
792 票votes 1503.000 [1480.0, 1526.0] 28.00 · 不稳Volatile N/A N/A
26 8 - 46
hy3
腾讯 · Apache 2.0
1503±44.0
204 票votes 1503.000 [1459.0, 1547.0] 38.00 · 不稳Volatile $0.13 / $0.53 262.1K
27 13 - 41
claude-opus-4-5-20251101-high-32k
Anthropic · Proprietary
1500±21.0
1.3K 票votes 1500.000 [1479.0, 1521.0] 28.00 · 不稳Volatile $5 / $25 200K
28 14 - 41
glm-5.1
智谱 ZAI · MIT
1499±21.0
964 票votes 1499.000 [1478.0, 1520.0] 27.00 · 不稳Volatile $1.40 / $4.40 202.8K
29 13 - 45
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1496±29.0
507 票votes 1496.000 [1467.0, 1525.0] 32.00 · 不稳Volatile $2 / $12 1M
30 14 - 41
gemini-3.5-flash-medium
Google · Proprietary
1496±21.0
897 票votes 1496.000 [1475.0, 1517.0] 27.00 · 不稳Volatile $0.75 / $4.50 1M
31 8 - 56
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1494±54.0
137 票votes 1494.000 [1440.0, 1548.0] 48.00 · 不稳Volatile $2.50 / $15 1.1M
32 14 - 43
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1493±21.0
946 票votes 1493.000 [1472.0, 1514.0] 29.00 · 不稳Volatile $1.48 / $4.42 1M
33 17 - 41
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1492±16.0
1.6K 票votes 1492.000 [1476.0, 1508.0] 24.00 · 不稳Volatile $5 / $30 N/A
34 18 - 45
kimi-k2.6
月之暗面 · Modified MIT
1483±18.0
1.2K 票votes 1483.000 [1465.0, 1501.0] 27.00 · 不稳Volatile $0.95 / $4 262.1K
35 17 - 46
gemini-3.5-flash-high
Google · Proprietary
1482±23.0
745 票votes 1482.000 [1459.0, 1505.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
36 20 - 46
minimax-m3
MiniMax · MiniMax Community License
1479±19.0
1.2K 票votes 1479.000 [1460.0, 1498.0] 26.00 · 不稳Volatile $0.60 / $2.40 N/A
37 23 - 46
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1477±15.0
1.9K 票votes 1477.000 [1462.0, 1492.0] 23.00 · 不稳Volatile N/A N/A
38 23 - 46
mimo-v2.5-pro
小米 · MIT
1472±16.0
1.6K 票votes 1472.000 [1456.0, 1488.0] 23.00 · 不稳Volatile $0.43 / $0.87 1.1M
39 23 - 61
qwen3.6-max-preview
阿里巴巴 · Proprietary
1458±34.0
341 票votes 1458.000 [1424.0, 1492.0] 38.00 · 不稳Volatile $1.03 / $6.16 262.1K
40 31 - 55
qwen3.6-plus
阿里巴巴 · Proprietary
1456±15.0
1.9K 票votes 1456.000 [1441.0, 1471.0] 24.00 · 不稳Volatile $0.33 / $1.95 1M
41 31 - 56
deepseek-v4-pro-high-preview
DeepSeek · MIT
1455±16.0
1.5K 票votes 1455.000 [1439.0, 1471.0] 25.00 · 不稳Volatile $1.32 / $3.96 1M
42 23 - 69
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1448±37.0
335 票votes 1448.000 [1411.0, 1485.0] 46.00 · 不稳Volatile $1.75 / $14 400K
43 33 - 58
claude-opus-4-5-20251101
Anthropic · Proprietary
1446±18.0
1.6K 票votes 1446.000 [1428.0, 1464.0] 25.00 · 不稳Volatile $5 / $25 200K
44 30 - 64
kimi-k2.7-code
月之暗面 · Modified MIT
1446±27.0
587 票votes 1446.000 [1419.0, 1473.0] 34.00 · 不稳Volatile $0.47 / $2 262.1K
45 19 - 76
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1439±61.0
122 票votes 1439.000 [1378.0, 1500.0] 57.00 · 不稳Volatile $2.50 / $15 1.1M
46 38 - 63
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1438±16.0
1.6K 票votes 1438.000 [1422.0, 1454.0] 25.00 · 不稳Volatile N/A N/A
47 38 - 69
mimo-v2-pro
小米 · Proprietary
1433±22.0
839 票votes 1433.000 [1411.0, 1455.0] 31.00 · 不稳Volatile $1 / $3 1M
48 38 - 64
mimo-v2.5
小米 · MIT
1432±16.0
1.5K 票votes 1432.000 [1416.0, 1448.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
49 38 - 64
gemini-3.1-pro-preview
Google · Proprietary
1432±13.0
2.6K 票votes 1432.000 [1419.0, 1445.0] 26.00 · 不稳Volatile $1 / $6 1M
50 38 - 70
minimax-m2.5
MiniMax · Modified MIT
1430±21.0
934 票votes 1430.000 [1409.0, 1451.0] 32.00 · 不稳Volatile $0.22 / $0.90 204.8K
51 38 - 67
deepseek-v4-pro
DeepSeek · MIT
1428±15.0
1.7K 票votes 1428.000 [1413.0, 1443.0] 29.00 · 不稳Volatile $1.32 / $3.96 1M
52 39 - 66
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±14.0
2.1K 票votes 1427.000 [1413.0, 1441.0] 27.00 · 不稳Volatile $0.60 / $3 N/A
53 38 - 72
glm-5
智谱 ZAI · MIT
1426±22.0
871 票votes 1426.000 [1404.0, 1448.0] 34.00 · 不稳Volatile $1 / $3.20 202.8K
54 41 - 74
deepseek-v4-flash-high-preview
DeepSeek · MIT
1413±18.0
1.2K 票votes 1413.000 [1395.0, 1431.0] 33.00 · 不稳Volatile $0.44 / $1.32 1M
55 38 - 76
glm-4.7
智谱 ZAI · MIT
1413±32.0
490 票votes 1413.000 [1381.0, 1445.0] 38.00 · 不稳Volatile $0.40 / $1.75 204.8K
56 42 - 76
gemini-3-flash
Google · Proprietary
1404±20.0
1.3K 票votes 1404.000 [1384.0, 1424.0] 34.00 · 不稳Volatile $0.50 / $3 1M
57 30 - 92
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 62.00 · 不稳Volatile $0.88 / $7 400K
58 38 - 87
gpt-5-medium
OpenAI · Proprietary
1396±45.0
293 票votes 1396.000 [1351.0, 1441.0] 49.00 · 不稳Volatile $0.63 / $5 400K
59 51 - 76
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±14.0
2.1K 票votes 1396.000 [1382.0, 1410.0] 25.00 · 不稳Volatile $0.39 / $2.34 262.1K
60 49 - 76
minimax-m2.7
MiniMax · Modified MIT
1395±16.0
1.5K 票votes 1395.000 [1379.0, 1411.0] 27.00 · 不稳Volatile $0.30 / $1.20 204.8K
61 47 - 79
gemini-3-pro
Google · Proprietary
1395±19.0
1.6K 票votes 1395.000 [1376.0, 1414.0] 32.00 · 不稳Volatile $2 / $12 1M
62 42 - 85
gpt-5.1-medium
OpenAI · Proprietary
1394±33.0
498 票votes 1394.000 [1361.0, 1427.0] 43.00 · 不稳Volatile $0.63 / $5 400K
63 41 - 87
gpt-5.4
OpenAI · Proprietary
1392±41.0
221 票votes 1392.000 [1351.0, 1433.0] 46.00 · 不稳Volatile $2.50 / $15 1.1M
64 52 - 80
gpt-5.4-mini-high
OpenAI · Proprietary
1391±17.0
1.4K 票votes 1391.000 [1374.0, 1408.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
65 43 - 87
kimi-k2.5-instant
月之暗面 · Modified MIT
1390±33.0
401 票votes 1390.000 [1357.0, 1423.0] 44.00 · 不稳Volatile $0.57 / $2.85 262.1K
66 47 - 83
minimax-m2.1-preview
MiniMax · MIT
1390±24.0
897 票votes 1390.000 [1366.0, 1414.0] 36.00 · 不稳Volatile $0.30 / $1.20 204.8K
67 44 - 86
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1390±32.0
427 票votes 1390.000 [1358.0, 1422.0] 42.00 · 不稳Volatile $1.75 / $14 400K
68 42 - 88
glm-5v-turbo
智谱 ZAI · Proprietary
1386±41.0
262 票votes 1386.000 [1345.0, 1427.0] 46.00 · 不稳Volatile $1.20 / $4 202.8K
69 49 - 87
inkling
Thinky · Apache 2.0
1385±27.0
560 票votes 1385.000 [1358.0, 1412.0] 38.00 · 不稳Volatile $1 / $4.05 524.3K
70 53 - 82
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K 票votes 1384.000 [1367.0, 1401.0] 29.00 · 不稳Volatile $3 / $15 200K
71 53 - 86
claude-sonnet-4-5-20250929-high-32k
Anthropic · Proprietary
1377±19.0
1.5K 票votes 1377.000 [1358.0, 1396.0] 33.00 · 不稳Volatile $3 / $15 200K
72 43 - 95
muse-glimmer
Meta · Apache-2.0
1367±56.0
118 票votes 1367.000 [1311.0, 1423.0] 52.00 · 不稳Volatile N/A N/A
73 54 - 90
claude-opus-4-1-20250805
Anthropic · Proprietary
1366±28.0
724 票votes 1366.000 [1338.0, 1394.0] 36.00 · 不稳Volatile $15 / $75 200K
74 59 - 87
gemini-3-flash (thinking-minimal)
Google · Proprietary
1365±13.0
2.6K 票votes 1365.000 [1352.0, 1378.0] 28.00 · 不稳Volatile $0.50 / $3 1M
75 52 - 94
inkling-small
Thinky · Apache 2.0
1364±42.0
229 票votes 1364.000 [1322.0, 1406.0] 42.00 · 不稳Volatile N/A N/A
76 48 - 94
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±50.0
174 票votes 1363.000 [1313.0, 1413.0] 46.00 · 不稳Volatile N/A N/A
77 54 - 90
deepseek-v3.2-thinking
DeepSeek · MIT
1362±23.0
846 票votes 1362.000 [1339.0, 1385.0] 36.00 · 不稳Volatile $0.27 / $0.40 163.8K
78 59 - 91
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±22.0
908 票votes 1356.000 [1334.0, 1378.0] 32.00 · 不稳Volatile $0.20 / $1.56 262.1K
79 60 - 91
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1354±21.0
958 票votes 1354.000 [1333.0, 1375.0] 31.00 · 不稳Volatile $0.29 / $2.40 262.1K
80 63 - 91
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1351±15.0
1.9K 票votes 1351.000 [1336.0, 1366.0] 28.00 · 不稳Volatile $1.25 / $2.50 1M
81 59 - 94
laguna-m.1
Poolside · Apache 2.0
1350±27.0
621 票votes 1350.000 [1323.0, 1377.0] 35.00 · 不稳Volatile $0.20 / $0.40 262.1K
82 61 - 94
mimo-v2-flash (non-thinking)
小米 · MIT
1341±26.0
716 票votes 1341.000 [1315.0, 1367.0] 33.00 · 不稳Volatile $0.10 / $0.30 262.1K
83 63 - 94
gpt-5.2-codex
OpenAI · Proprietary
1341±24.0
837 票votes 1341.000 [1317.0, 1365.0] 31.00 · 不稳Volatile $1.75 / $14 400K
84 66 - 94
grok-4.3
SpaceXAI · Proprietary
1341±17.0
1.5K 票votes 1341.000 [1324.0, 1358.0] 28.00 · 不稳Volatile $1.25 / $2.50 1M
85 64 - 94
gpt-5.1
OpenAI · Proprietary
1340±21.0
1.2K 票votes 1340.000 [1319.0, 1361.0] 30.00 · 不稳Volatile $0.63 / $5 400K
86 62 - 95
glm-4.6
智谱 ZAI · MIT
1338±28.0
685 票votes 1338.000 [1310.0, 1366.0] 33.00 · 不稳Volatile $0.50 / $2 204.8K
87 71 - 95
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1327±18.0
1.5K 票votes 1327.000 [1309.0, 1345.0] 24.00 · 不稳Volatile $1.15 / $8 262.1K
88 61 - 103
gemma-4-26b-a4b
Google · Apache 2.0
1318±54.0
146 票votes 1318.000 [1264.0, 1372.0] 42.00 · 不稳Volatile N/A N/A
89 72 - 96
gemma-4-31b
Google · Apache 2.0
1318±24.0
806 票votes 1318.000 [1294.0, 1342.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
90 77 - 95
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±12.0
3.0K 票votes 1318.000 [1306.0, 1330.0] 18.00 · 不稳Volatile $1 / $5 200K
91 72 - 101
gpt-5.1-codex
OpenAI · Proprietary
1308±33.0
525 票votes 1308.000 [1275.0, 1341.0] 29.00 · 不稳Volatile $1.25 / $10 400K
92 78 - 97
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K 票votes 1308.000 [1288.0, 1328.0] 19.00 · 不稳Volatile $0.27 / $0.40 163.8K
93 78 - 101
minimax-m2
MiniMax · Apache 2.0
1297±27.0
690 票votes 1297.000 [1270.0, 1324.0] 23.00 · 不稳Volatile $0.26 / $1.02 204.8K
94 74 - 105
mistral-medium-3.5
Mistral · Modified MIT
1295±41.0
261 票votes 1295.000 [1254.0, 1336.0] 31.00 · 不稳Volatile $1.50 / $7.50 262.1K
95 85 - 105
laguna-xs.2
Poolside · Apache 2.0
1282±30.0
502 票votes 1282.000 [1252.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
96 91 - 107
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1261±19.0
1.4K 票votes 1261.000 [1242.0, 1280.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
97 91 - 109
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1253±27.0
687 票votes 1253.000 [1226.0, 1280.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
98 90 - 109
mimo-v2-flash (thinking)
小米 · MIT
1244±48.0
205 票votes 1244.000 [1196.0, 1292.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
99 91 - 109
deepseek-v3.2-exp
DeepSeek · MIT
1240±37.0
406 票votes 1240.000 [1203.0, 1277.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
100 94 - 109
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±17.0
1.8K 票votes 1240.000 [1223.0, 1257.0] 15.00 · 不稳Volatile $0.25 / $1.50 1M
101 91 - 109
gemini-2.5-pro
Google · Proprietary
1236±46.0
275 票votes 1236.000 [1190.0, 1282.0] 18.00 · 不稳Volatile $0.63 / $5 1M
102 89 - 110
grok-4.1-thinking
SpaceXAI · Proprietary
1226±74.0
111 票votes 1226.000 [1152.0, 1300.0] 21.00 · 不稳Volatile N/A N/A
103 93 - 110
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1216±50.0
190 票votes 1216.000 [1166.0, 1266.0] 17.00 · 不稳Volatile $0.23 / $1.80 262.1K
104 93 - 110
gpt-5.1-codex-mini
OpenAI · Proprietary
1200±67.0
122 票votes 1200.000 [1133.0, 1267.0] 17.00 · 不稳Volatile $0.25 / $2 400K
105 94 - 110
trinity-large-thinking
· Apache 2.0
1198±66.0
125 票votes 1198.000 [1132.0, 1264.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
106 96 - 110
qwen3.5-flash
阿里巴巴 · Proprietary
1189±56.0
169 票votes 1189.000 [1133.0, 1245.0] 14.00 · 不稳Volatile N/A N/A
107 96 - 110
KAT-Coder-Pro-V1
· Proprietary
1174±77.0
136 票votes 1174.000 [1097.0, 1251.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
108 97 - 110
devstral-2
Mistral · Modified MIT
1166±62.0
136 票votes 1166.000 [1104.0, 1228.0] 13.00 · 不稳Volatile N/A N/A
109 97 - 110
grok-code-fast-1
SpaceXAI · Proprietary
1165±75.0
92 票votes 1165.000 [1090.0, 1240.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
110 102 - 110
granite-4.1-8b
IBM · Apache 2.0
1132±57.0
206 票votes 1132.000 [1075.0, 1189.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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