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 - 6
claude-opus-5-max
Anthropic · Proprietary
1654±27.0
671 票votes 1654.000 [1627.0, 1681.0] 5.00 · 波动Unstable $5 / $25 1M
🥈 1 - 6
claude-opus-5-high
Anthropic · Proprietary
1652±26.0
713 票votes 1652.000 [1626.0, 1678.0] 5.00 · 波动Unstable $5 / $25 1M
🥉 1 - 10
qwen3.8-max
阿里巴巴 · Proprietary
1646±45.0Preliminary
245 票votes 1646.000 [1601.0, 1691.0] 9.00 · 波动Unstable $2 / $6 1M
4 1 - 8
kimi-k3-max
月之暗面 · Kimi K3 license
1643±32.0
580 票votes 1643.000 [1611.0, 1675.0] 7.00 · 波动Unstable $3 / $15 1M
5 1 - 19
grok-4.6-high
SpaceXAI · Proprietary
1614±63.0Preliminary
110 票votes 1614.000 [1551.0, 1677.0] 18.00 · 不稳Volatile $2 / $6 500K
6 1 - 12
claude-fable-5
Anthropic · Proprietary
1607±22.0
910 票votes 1607.000 [1585.0, 1629.0] 11.00 · 波动Unstable $10 / $50 1M
7 4 - 16
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1582±22.0
907 票votes 1582.000 [1560.0, 1604.0] 12.00 · 不稳Volatile $5 / $30 1.1M
8 3 - 24
gemini-3.7-flash-high
Google · Proprietary
1576±48.0Preliminary
193 票votes 1576.000 [1528.0, 1624.0] 21.00 · 不稳Volatile $0.75 / $3.57 1M
9 3 - 31
glm-5.3-max
智谱 ZAI · MIT
1570±52.0
160 票votes 1570.000 [1518.0, 1622.0] 28.00 · 不稳Volatile $1.40 / $4.40 1M
10 4 - 31
deepseek-v4-pro-high-20260813
DeepSeek · MIT
1560±42.0
228 票votes 1560.000 [1518.0, 1602.0] 27.00 · 不稳Volatile $1.32 / $3.96 N/A
11 6 - 22
claude-opus-4-8-high
Anthropic · Proprietary
1558±17.0
1.4K 票votes 1558.000 [1541.0, 1575.0] 16.00 · 不稳Volatile $5 / $25 1M
12 5 - 32
deepseek-v4-flash-high
DeepSeek · MIT
1555±40.0
257 票votes 1555.000 [1515.0, 1595.0] 27.00 · 不稳Volatile $0.44 / $1.32 1M
13 6 - 24
glm-5.2-max
智谱 ZAI · MIT
1551±21.0
1.0K 票votes 1551.000 [1530.0, 1572.0] 18.00 · 不稳Volatile $1.40 / $4.40 1M
14 6 - 24
claude-opus-4-7-high
Anthropic · Proprietary
1546±15.0
1.9K 票votes 1546.000 [1531.0, 1561.0] 18.00 · 不稳Volatile $5 / $25 1M
15 7 - 25
claude-opus-4-6-high
Anthropic · Proprietary
1542±15.0
2.0K 票votes 1542.000 [1527.0, 1557.0] 18.00 · 不稳Volatile $5 / $25 1M
16 6 - 31
grok-4.5
SpaceXAI · Proprietary
1542±24.0
718 票votes 1542.000 [1518.0, 1566.0] 25.00 · 不稳Volatile $2 / $6 500K
17 5 - 38
muse-spark-1.2 (xHigh)
Meta · Proprietary
1539±46.0
165 票votes 1539.000 [1493.0, 1585.0] 33.00 · 不稳Volatile $1.25 / $4.25 N/A
18 7 - 30
claude-opus-4-7
Anthropic · Proprietary
1536±16.0
1.7K 票votes 1536.000 [1520.0, 1552.0] 23.00 · 不稳Volatile $5 / $25 1M
19 8 - 33
claude-opus-4-8
Anthropic · Proprietary
1531±18.0
1.3K 票votes 1531.000 [1513.0, 1549.0] 25.00 · 不稳Volatile $5 / $25 1M
20 7 - 35
muse-spark-1.1
Meta · Proprietary
1531±25.0
666 票votes 1531.000 [1506.0, 1556.0] 28.00 · 不稳Volatile $1.25 / $4.25 N/A
21 8 - 38
gemini-3.6-flash-high
Google · Proprietary
1523±25.0
647 票votes 1523.000 [1498.0, 1548.0] 30.00 · 不稳Volatile $0.38 / $1.88 1M
22 12 - 36
claude-opus-4-6
Anthropic · Proprietary
1514±14.0
2.2K 票votes 1514.000 [1500.0, 1528.0] 24.00 · 不稳Volatile $5 / $25 1M
23 9 - 41
claude-sonnet-5-high
Anthropic · Proprietary
1511±24.0
723 票votes 1511.000 [1487.0, 1535.0] 32.00 · 不稳Volatile $1 / $5 1M
24 13 - 38
claude-sonnet-4-6
Anthropic · Proprietary
1507±13.0
2.4K 票votes 1507.000 [1494.0, 1520.0] 25.00 · 不稳Volatile $1.50 / $7.50 1M
25 13 - 42
seed-2.1-pro-preview
字节跳动 · Proprietary
1501±22.0
829 票votes 1501.000 [1479.0, 1523.0] 29.00 · 不稳Volatile N/A N/A
26 13 - 42
claude-opus-4-5-20251101-high-32k
Anthropic · Proprietary
1500±21.0
1.3K 票votes 1500.000 [1479.0, 1521.0] 29.00 · 不稳Volatile $5 / $25 200K
27 14 - 42
glm-5.1
智谱 ZAI · MIT
1498±20.0
997 票votes 1498.000 [1478.0, 1518.0] 28.00 · 不稳Volatile $1.40 / $4.40 202.8K
28 13 - 45
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1498±27.0
518 票votes 1498.000 [1471.0, 1525.0] 32.00 · 不稳Volatile $0.20 / $1.20 1M
29 9 - 47
hy3
腾讯 · Apache 2.0
1497±41.0
237 票votes 1497.000 [1456.0, 1538.0] 38.00 · 不稳Volatile $0.13 / $0.53 262.1K
30 17 - 42
gemini-3.5-flash-medium
Google · Proprietary
1495±20.0
951 票votes 1495.000 [1475.0, 1515.0] 25.00 · 不稳Volatile $0.75 / $4.50 1M
31 19 - 42
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1494±16.0
1.7K 票votes 1494.000 [1478.0, 1510.0] 23.00 · 不稳Volatile $5 / $30 N/A
32 8 - 57
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1494±54.0
137 票votes 1494.000 [1440.0, 1548.0] 49.00 · 不稳Volatile $2.50 / $15 1.1M
33 13 - 46
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1494±27.0
568 票votes 1494.000 [1467.0, 1521.0] 33.00 · 不稳Volatile $2 / $12 1M
34 18 - 44
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1492±21.0
945 票votes 1492.000 [1471.0, 1513.0] 26.00 · 不稳Volatile $1.48 / $4.42 1M
35 19 - 47
gemini-3.5-flash-high
Google · Proprietary
1485±23.0
809 票votes 1485.000 [1462.0, 1508.0] 28.00 · 不稳Volatile $0.75 / $4.50 1M
36 20 - 46
kimi-k2.6
月之暗面 · Modified MIT
1484±18.0
1.2K 票votes 1484.000 [1466.0, 1502.0] 26.00 · 不稳Volatile $0.95 / $4 262.1K
37 21 - 47
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
38 24 - 47
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1475±15.0
1.9K 票votes 1475.000 [1460.0, 1490.0] 23.00 · 不稳Volatile N/A N/A
39 24 - 47
mimo-v2.5-pro
小米 · MIT
1473±16.0
1.6K 票votes 1473.000 [1457.0, 1489.0] 23.00 · 不稳Volatile $0.43 / $0.87 1.1M
40 24 - 62
qwen3.6-max-preview
阿里巴巴 · Proprietary
1457±34.0
342 票votes 1457.000 [1423.0, 1491.0] 38.00 · 不稳Volatile $1.03 / $6.16 262.1K
41 32 - 56
qwen3.6-plus
阿里巴巴 · Proprietary
1456±14.0
1.9K 票votes 1456.000 [1442.0, 1470.0] 24.00 · 不稳Volatile $0.33 / $1.95 1M
42 31 - 57
deepseek-v4-pro-high-preview
DeepSeek · MIT
1455±16.0
1.5K 票votes 1455.000 [1439.0, 1471.0] 26.00 · 不稳Volatile $1.32 / $3.96 1M
43 25 - 69
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1448±37.0
335 票votes 1448.000 [1411.0, 1485.0] 44.00 · 不稳Volatile $1.75 / $14 400K
44 34 - 58
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±18.0
1.6K 票votes 1447.000 [1429.0, 1465.0] 24.00 · 不稳Volatile $5 / $25 200K
45 30 - 65
kimi-k2.7-code
月之暗面 · Modified MIT
1446±27.0
588 票votes 1446.000 [1419.0, 1473.0] 35.00 · 不稳Volatile $0.95 / $4 262.1K
46 21 - 78
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
47 39 - 64
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1438±16.0
1.7K 票votes 1438.000 [1422.0, 1454.0] 25.00 · 不稳Volatile N/A N/A
48 39 - 69
mimo-v2-pro
小米 · Proprietary
1433±22.0
841 票votes 1433.000 [1411.0, 1455.0] 30.00 · 不稳Volatile $1 / $3 1M
49 39 - 64
gemini-3.1-pro-preview
Google · Proprietary
1432±13.0
2.6K 票votes 1432.000 [1419.0, 1445.0] 25.00 · 不稳Volatile $1 / $6 1M
50 39 - 65
mimo-v2.5
小米 · MIT
1431±16.0
1.6K 票votes 1431.000 [1415.0, 1447.0] 26.00 · 不稳Volatile $0.14 / $0.28 1.1M
51 39 - 70
minimax-m2.5
MiniMax · Modified MIT
1430±21.0
934 票votes 1430.000 [1409.0, 1451.0] 31.00 · 不稳Volatile $0.27 / $0.95 204.8K
52 39 - 69
deepseek-v4-pro
DeepSeek · MIT
1428±15.0
1.7K 票votes 1428.000 [1413.0, 1443.0] 30.00 · 不稳Volatile $1.32 / $3.96 1M
53 40 - 67
kimi-k2.5-thinking
月之暗面 · Modified MIT
1427±14.0
2.2K 票votes 1427.000 [1413.0, 1441.0] 27.00 · 不稳Volatile $0.60 / $3 N/A
54 39 - 73
glm-5
智谱 ZAI · MIT
1426±22.0
872 票votes 1426.000 [1404.0, 1448.0] 34.00 · 不稳Volatile $1 / $3.20 202.8K
55 42 - 75
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
56 39 - 77
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
57 43 - 77
gemini-3-flash
Google · Proprietary
1405±20.0
1.3K 票votes 1405.000 [1385.0, 1425.0] 34.00 · 不稳Volatile $0.50 / $3 1M
58 30 - 93
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 票votes 1402.000 [1330.0, 1474.0] 63.00 · 不稳Volatile $0.88 / $7 400K
59 39 - 88
gpt-5-medium
OpenAI · Proprietary
1397±45.0
293 票votes 1397.000 [1352.0, 1442.0] 49.00 · 不稳Volatile $0.63 / $5 400K
60 49 - 77
minimax-m2.7
MiniMax · Modified MIT
1397±16.0
1.6K 票votes 1397.000 [1381.0, 1413.0] 28.00 · 不稳Volatile $0.30 / $1.20 204.8K
61 48 - 80
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 43 - 86
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 53 - 77
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1394±14.0
2.2K 票votes 1394.000 [1380.0, 1408.0] 24.00 · 不稳Volatile $0.39 / $2.34 262.1K
64 48 - 84
minimax-m2.1-preview
MiniMax · MIT
1390±24.0
896 票votes 1390.000 [1366.0, 1414.0] 36.00 · 不稳Volatile $0.30 / $1.20 204.8K
65 44 - 87
kimi-k2.5-instant
月之暗面 · Modified MIT
1390±33.0
401 票votes 1390.000 [1357.0, 1423.0] 43.00 · 不稳Volatile $0.45 / $2.25 262.1K
66 53 - 81
gpt-5.4-mini-high
OpenAI · Proprietary
1390±17.0
1.4K 票votes 1390.000 [1373.0, 1407.0] 28.00 · 不稳Volatile $0.75 / $4.50 400K
67 46 - 87
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1388±32.0
428 票votes 1388.000 [1356.0, 1420.0] 41.00 · 不稳Volatile $1.75 / $14 400K
68 43 - 88
gpt-5.4
OpenAI · Proprietary
1388±40.0
236 票votes 1388.000 [1348.0, 1428.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
69 43 - 89
glm-5v-turbo
智谱 ZAI · Proprietary
1385±41.0
262 票votes 1385.000 [1344.0, 1426.0] 46.00 · 不稳Volatile $1.20 / $4 202.8K
70 54 - 84
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K 票votes 1384.000 [1367.0, 1401.0] 30.00 · 不稳Volatile $3 / $15 200K
71 53 - 87
inkling
Thinky · Apache 2.0
1381±26.0
606 票votes 1381.000 [1355.0, 1407.0] 34.00 · 不稳Volatile $1 / $4.05 524.3K
72 54 - 87
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
73 52 - 92
Inkling Small
Thinky · Apache 2.0
1371±39.0
266 票votes 1371.000 [1332.0, 1410.0] 40.00 · 不稳Volatile $0.45 / $1.20 1M
74 55 - 91
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
75 44 - 96
muse-glimmer
Meta · Apache-2.0
1366±56.0
118 票votes 1366.000 [1310.0, 1422.0] 52.00 · 不稳Volatile N/A N/A
76 60 - 88
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
77 49 - 95
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1362±50.0
174 票votes 1362.000 [1312.0, 1412.0] 46.00 · 不稳Volatile N/A N/A
78 55 - 91
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
79 60 - 92
qwen3.5-27b
阿里巴巴 · Apache 2.0
1356±22.0
905 票votes 1356.000 [1334.0, 1378.0] 32.00 · 不稳Volatile $0.20 / $1.56 262.1K
80 61 - 92
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 $0.26 / $2.08 262.1K
81 59 - 95
laguna-m.1
Poolside · Apache 2.0
1351±27.0
622 票votes 1351.000 [1324.0, 1378.0] 36.00 · 不稳Volatile $0.20 / $0.40 262.1K
82 64 - 91
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1351±15.0
1.9K 票votes 1351.000 [1336.0, 1366.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
83 62 - 95
mimo-v2-flash (non-thinking)
小米 · MIT
1342±26.0
716 票votes 1342.000 [1316.0, 1368.0] 33.00 · 不稳Volatile $0.10 / $0.30 262.1K
84 64 - 95
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
85 65 - 95
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 - 96
glm-4.6
智谱 ZAI · MIT
1339±28.0
685 票votes 1339.000 [1311.0, 1367.0] 34.00 · 不稳Volatile $0.50 / $2 204.8K
87 69 - 95
grok-4.3
SpaceXAI · Proprietary
1337±17.0
1.5K 票votes 1337.000 [1320.0, 1354.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
88 72 - 96
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
89 79 - 96
claude-haiku-4-5-20251001
Anthropic · Proprietary
1320±12.0
3.0K 票votes 1320.000 [1308.0, 1332.0] 17.00 · 不稳Volatile $1 / $5 200K
90 73 - 97
gemma-4-31b
Google · Apache 2.0
1318±24.0
842 票votes 1318.000 [1294.0, 1342.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
91 62 - 104
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
92 73 - 102
gpt-5.1-codex
OpenAI · Proprietary
1309±33.0
525 票votes 1309.000 [1276.0, 1342.0] 29.00 · 不稳Volatile $1.25 / $10 400K
93 80 - 98
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K 票votes 1308.000 [1288.0, 1328.0] 18.00 · 不稳Volatile $0.27 / $0.40 163.8K
94 80 - 102
minimax-m2
MiniMax · Apache 2.0
1297±27.0
690 票votes 1297.000 [1270.0, 1324.0] 22.00 · 不稳Volatile $0.26 / $1.02 204.8K
95 76 - 106
mistral-medium-3.5
Mistral · Modified MIT
1295±41.0
261 票votes 1295.000 [1254.0, 1336.0] 30.00 · 不稳Volatile $1.50 / $7.50 262.1K
96 86 - 106
laguna-xs.2
Poolside · Apache 2.0
1282±30.0
503 票votes 1282.000 [1252.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
97 92 - 108
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±19.0
1.4K 票votes 1262.000 [1243.0, 1281.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
98 92 - 110
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
99 91 - 110
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
100 92 - 110
deepseek-v3.2-exp
DeepSeek · MIT
1241±37.0
406 票votes 1241.000 [1204.0, 1278.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
101 95 - 110
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
102 92 - 110
gemini-2.5-pro
Google · Proprietary
1237±46.0
275 票votes 1237.000 [1191.0, 1283.0] 18.00 · 不稳Volatile $0.63 / $5 1M
103 90 - 111
grok-4.1-thinking
SpaceXAI · Proprietary
1227±74.0
111 票votes 1227.000 [1153.0, 1301.0] 21.00 · 不稳Volatile N/A N/A
104 94 - 111
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 $0.25 / $1.25 262.1K
105 94 - 111
gpt-5.1-codex-mini
OpenAI · Proprietary
1201±67.0
122 票votes 1201.000 [1134.0, 1268.0] 17.00 · 不稳Volatile $0.25 / $2 400K
106 95 - 111
trinity-large-thinking
· Apache 2.0
1197±66.0
125 票votes 1197.000 [1131.0, 1263.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
107 97 - 111
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
108 97 - 111
KAT-Coder-Pro-V1
· Proprietary
1175±77.0
136 票votes 1175.000 [1098.0, 1252.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
109 98 - 111
devstral-2
Mistral · Modified MIT
1167±62.0
136 票votes 1167.000 [1105.0, 1229.0] 13.00 · 不稳Volatile N/A N/A
110 98 - 111
grok-code-fast-1
SpaceXAI · Proprietary
1166±75.0
92 票votes 1166.000 [1091.0, 1241.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
111 103 - 111
granite-4.1-8b
IBM · Apache 2.0
1133±58.0
205 票votes 1133.000 [1075.0, 1191.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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