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 - 1
claude-opus-5-max
Anthropic · Proprietary
1705±15.0
2.2K 票votes 1705.000 [1690.0, 1720.0] 0.00 · 稳定Stable $5 / $25 1M
🥈 2 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1676±12.0
4.4K 票votes 1676.000 [1664.0, 1688.0] 2.00 · 稳定Stable $3 / $15 1M
🥉 2 - 4
claude-opus-5-high
Anthropic · Proprietary
1669±11.0
3.9K 票votes 1669.000 [1658.0, 1680.0] 2.00 · 稳定Stable $5 / $25 1M
4 2 - 4
qwen3.8-max
阿里巴巴 · Proprietary
1668±18.0Preliminary
1.6K 票votes 1668.000 [1650.0, 1686.0] 2.00 · 稳定Stable $2 / $6 1M
5 5 - 6
claude-fable-5
Anthropic · Proprietary
1630±9.0
6.3K 票votes 1630.000 [1621.0, 1639.0] 1.00 · 稳定Stable $10 / $50 1M
6 5 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1620±9.0
6.0K 票votes 1620.000 [1611.0, 1629.0] 1.00 · 稳定Stable $5 / $30 1.1M
7 7 - 8
glm-5.2-max
智谱 ZAI · MIT
1586±9.0
6.4K 票votes 1586.000 [1577.0, 1595.0] 1.00 · 稳定Stable $1.40 / $4.40 1M
8 7 - 12
deepseek-v4-flash-high
DeepSeek · MIT
1577±18.0Preliminary
1.3K 票votes 1577.000 [1559.0, 1595.0] 5.00 · 波动Unstable $0.14 / $0.28 1M
9 8 - 12
claude-opus-4-8-thinking
Anthropic · Proprietary
1566±8.0
8.9K 票votes 1566.000 [1558.0, 1574.0] 4.00 · 稳定Stable $5 / $25 1M
10 8 - 12
claude-opus-4-7
Anthropic · Proprietary
1561±7.0
11.8K 票votes 1561.000 [1554.0, 1568.0] 4.00 · 稳定Stable $5 / $25 1M
11 8 - 14
claude-opus-4-7-thinking
Anthropic · Proprietary
1557±7.0
12.4K 票votes 1557.000 [1550.0, 1564.0] 6.00 · 波动Unstable $5 / $25 1M
12 8 - 18
grok-4.5
SpaceXAI · Proprietary
1549±10.0
4.0K 票votes 1549.000 [1539.0, 1559.0] 10.00 · 波动Unstable $2 / $6 500K
13 11 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1545±6.0
14.3K 票votes 1545.000 [1539.0, 1551.0] 7.00 · 波动Unstable $5 / $25 1M
14 11 - 22
claude-sonnet-5-high
Anthropic · Proprietary
1542±10.0
4.7K 票votes 1542.000 [1532.0, 1552.0] 11.00 · 波动Unstable $2 / $10 1M
15 12 - 22
claude-opus-4-8
Anthropic · Proprietary
1539±8.0
7.9K 票votes 1539.000 [1531.0, 1547.0] 10.00 · 波动Unstable $5 / $25 1M
16 12 - 22
claude-opus-4-6
Anthropic · Proprietary
1538±6.0
15.5K 票votes 1538.000 [1532.0, 1544.0] 10.00 · 波动Unstable $5 / $25 1M
17 12 - 23
muse-spark-1.1
Meta · Proprietary
1536±10.0Preliminary
3.9K 票votes 1536.000 [1526.0, 1546.0] 11.00 · 波动Unstable $1.25 / $4.25 N/A
18 12 - 25
gemini-3.6-flash
Google · Proprietary
1533±11.0Preliminary
3.3K 票votes 1533.000 [1522.0, 1544.0] 13.00 · 不稳Volatile $1.50 / $7.50 1M
19 14 - 26
seed-2.1-pro-preview
字节跳动 · Proprietary
1527±9.0Preliminary
5.5K 票votes 1527.000 [1518.0, 1536.0] 12.00 · 不稳Volatile N/A N/A
20 14 - 28
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1523±11.0
3.2K 票votes 1523.000 [1512.0, 1534.0] 14.00 · 不稳Volatile $0.20 / $1.20 1M
21 17 - 27
claude-sonnet-4-6
Anthropic · Proprietary
1523±6.0
17.4K 票votes 1523.000 [1517.0, 1529.0] 10.00 · 波动Unstable $3 / $15 1M
22 14 - 28
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1522±12.0
3.2K 票votes 1522.000 [1510.0, 1534.0] 14.00 · 不稳Volatile $2 / $12 1M
23 18 - 28
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1517±8.0
7.8K 票votes 1517.000 [1509.0, 1525.0] 10.00 · 波动Unstable $1.48 / $4.42 1M
24 14 - 30
hy3
腾讯 · Apache 2.0
1517±17.0
1.5K 票votes 1517.000 [1500.0, 1534.0] 16.00 · 不稳Volatile $0.13 / $0.53 262.1K
25 18 - 28
glm-5.1
智谱 ZAI · MIT
1516±8.0
7.4K 票votes 1516.000 [1508.0, 1524.0] 10.00 · 波动Unstable $1.40 / $4.40 202.8K
26 20 - 30
kimi-k2.6
月之暗面 · Modified MIT
1510±8.0
9.3K 票votes 1510.000 [1502.0, 1518.0] 10.00 · 波动Unstable $0.95 / $4 262.1K
27 21 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1509±7.0
10.9K 票votes 1509.000 [1502.0, 1516.0] 9.00 · 波动Unstable $5 / $30 N/A
28 19 - 33
gemini-3.5-flash-high
Google · Proprietary
1507±13.0
2.6K 票votes 1507.000 [1494.0, 1520.0] 14.00 · 不稳Volatile N/A N/A
29 25 - 35
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1494±8.0
10.5K 票votes 1494.000 [1486.0, 1502.0] 10.00 · 波动Unstable $5 / $25 200K
30 25 - 38
gemini-3.5-flash
Google · Proprietary
1492±14.0
2.3K 票votes 1492.000 [1478.0, 1506.0] 13.00 · 不稳Volatile $1.50 / $9 1M
31 28 - 35
minimax-m3
MiniMax · MiniMax Community License
1491±8.0
8.2K 票votes 1491.000 [1483.0, 1499.0] 7.00 · 波动Unstable $0.60 / $2.40 N/A
32 28 - 38
gemini-3.5-flash-medium
Google · Proprietary
1486±8.0
7.3K 票votes 1486.000 [1478.0, 1494.0] 10.00 · 波动Unstable $1.50 / $9 1M
33 29 - 38
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1485±7.0
12.7K 票votes 1485.000 [1478.0, 1492.0] 9.00 · 波动Unstable N/A N/A
34 29 - 40
qwen3.6-max-preview
阿里巴巴 · Proprietary
1478±13.0
2.5K 票votes 1478.000 [1465.0, 1491.0] 11.00 · 波动Unstable $1.03 / $6.16 262.1K
35 31 - 40
mimo-v2.5-pro
小米 · MIT
1474±7.0
11.3K 票votes 1474.000 [1467.0, 1481.0] 9.00 · 波动Unstable $0.43 / $0.87 1.1M
36 31 - 42
kimi-k2.7-code
月之暗面 · Modified MIT
1473±10.0
4.5K 票votes 1473.000 [1463.0, 1483.0] 11.00 · 波动Unstable $0.73 / $3.50 262.1K
37 34 - 43
claude-opus-4-5-20251101
Anthropic · Proprietary
1467±7.0
12.8K 票votes 1467.000 [1460.0, 1474.0] 9.00 · 波动Unstable $5 / $25 200K
38 34 - 43
deepseek-v4-pro-high-preview
DeepSeek · MIT
1464±7.0
10.7K 票votes 1464.000 [1457.0, 1471.0] 9.00 · 波动Unstable $0.43 / $0.87 1M
39 31 - 49
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1462±20.0
1.3K 票votes 1462.000 [1442.0, 1482.0] 18.00 · 不稳Volatile $2.50 / $15 1.1M
40 36 - 45
qwen3.6-plus
阿里巴巴 · Proprietary
1458±6.0
13.5K 票votes 1458.000 [1452.0, 1464.0] 9.00 · 波动Unstable $0.33 / $1.95 1M
41 36 - 45
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1458±7.0
11.0K 票votes 1458.000 [1451.0, 1465.0] 9.00 · 波动Unstable N/A N/A
42 28 - 59
gemini-3.5-flash-lite
Google · Proprietary
1452±44.0Preliminary
214 票votes 1452.000 [1408.0, 1496.0] 31.00 · 不稳Volatile $0.30 / $2.50 1M
43 39 - 53
gemini-3.1-pro-preview
Google · Proprietary
1447±6.0
18.6K 票votes 1447.000 [1441.0, 1453.0] 14.00 · 不稳Volatile $2 / $12 1M
44 39 - 54
deepseek-v4-pro
DeepSeek · MIT
1446±7.0
11.2K 票votes 1446.000 [1439.0, 1453.0] 15.00 · 不稳Volatile $0.43 / $0.87 1M
45 37 - 55
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1444±19.0
1.3K 票votes 1444.000 [1425.0, 1463.0] 18.00 · 不稳Volatile $2.50 / $15 1.1M
46 41 - 55
gemini-3-pro
Google · Proprietary
1438±9.0
13.5K 票votes 1438.000 [1429.0, 1447.0] 14.00 · 不稳Volatile $2 / $12 1M
47 41 - 55
gemini-3-flash
Google · Proprietary
1438±9.0
10.4K 票votes 1438.000 [1429.0, 1447.0] 14.00 · 不稳Volatile $0.50 / $3 1M
48 42 - 55
kimi-k2.5-thinking
月之暗面 · Modified MIT
1436±6.0
15.9K 票votes 1436.000 [1430.0, 1442.0] 13.00 · 不稳Volatile $0.60 / $3 N/A
49 42 - 55
mimo-v2.5
小米 · MIT
1435±7.0
10.3K 票votes 1435.000 [1428.0, 1442.0] 13.00 · 不稳Volatile $0.14 / $0.28 1.1M
50 41 - 55
glm-5
智谱 ZAI · MIT
1435±8.0
7.0K 票votes 1435.000 [1427.0, 1443.0] 14.00 · 不稳Volatile $1 / $3.20 202.8K
51 41 - 56
glm-4.7
智谱 ZAI · MIT
1433±12.0
3.8K 票votes 1433.000 [1421.0, 1445.0] 15.00 · 不稳Volatile $0.40 / $1.75 204.8K
52 42 - 55
mimo-v2-pro
小米 · Proprietary
1433±8.0
6.8K 票votes 1433.000 [1425.0, 1441.0] 13.00 · 不稳Volatile $1 / $3 1M
53 43 - 55
deepseek-v4-flash-high-preview
DeepSeek · MIT
1432±7.0
9.2K 票votes 1432.000 [1425.0, 1439.0] 12.00 · 不稳Volatile $0.14 / $0.28 1M
54 42 - 67
gpt-5.2
OpenAI · Proprietary
1419±23.0
1.0K 票votes 1419.000 [1396.0, 1442.0] 25.00 · 不稳Volatile $1.75 / $14 400K
55 44 - 63
gpt-5-medium
OpenAI · Proprietary
1419±16.0
3.0K 票votes 1419.000 [1403.0, 1435.0] 19.00 · 不稳Volatile $1.25 / $10 400K
56 53 - 64
inkling
Thinky · Apache 2.0
1411±10.0
4.7K 票votes 1411.000 [1401.0, 1421.0] 11.00 · 波动Unstable $1 / $4.05 1M
57 52 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1409±14.0
2.5K 票votes 1409.000 [1395.0, 1423.0] 15.00 · 不稳Volatile $1.75 / $14 400K
58 53 - 68
kimi-k2.5-instant
月之暗面 · Modified MIT
1405±12.0
3.1K 票votes 1405.000 [1393.0, 1417.0] 15.00 · 不稳Volatile $0.57 / $2.85 262.1K
59 54 - 68
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±6.0
15.8K 票votes 1400.000 [1394.0, 1406.0] 14.00 · 不稳Volatile $0.39 / $2.34 262.1K
60 53 - 70
glm-5v-turbo
智谱 ZAI · Proprietary
1399±14.0
2.1K 票votes 1399.000 [1385.0, 1413.0] 17.00 · 不稳Volatile $1.20 / $4 202.8K
61 54 - 69
gpt-5.4-mini-high
OpenAI · Proprietary
1399±7.0
10.9K 票votes 1399.000 [1392.0, 1406.0] 15.00 · 不稳Volatile $0.75 / $4.50 400K
62 54 - 69
minimax-m2.7
MiniMax · Modified MIT
1398±6.0
11.9K 票votes 1398.000 [1392.0, 1404.0] 15.00 · 不稳Volatile $0.25 / $1 204.8K
63 56 - 70
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±8.0
12.7K 票votes 1392.000 [1384.0, 1400.0] 14.00 · 不稳Volatile $3 / $15 200K
64 55 - 73
gpt-5.1-medium
OpenAI · Proprietary
1390±12.0
4.7K 票votes 1390.000 [1378.0, 1402.0] 18.00 · 不稳Volatile $1.25 / $10 400K
65 54 - 74
gpt-5.4
OpenAI · Proprietary
1389±18.0
1.3K 票votes 1389.000 [1371.0, 1407.0] 20.00 · 不稳Volatile $2.50 / $15 1.1M
66 56 - 73
claude-opus-4-1-20250805
Anthropic · Proprietary
1389±11.0
6.7K 票votes 1389.000 [1378.0, 1400.0] 17.00 · 不稳Volatile $15 / $75 200K
67 56 - 73
minimax-m2.1-preview
MiniMax · MIT
1388±10.0
7.3K 票votes 1388.000 [1378.0, 1398.0] 17.00 · 不稳Volatile $0.30 / $1.20 204.8K
68 58 - 73
minimax-m2.5
MiniMax · Modified MIT
1386±8.0
7.2K 票votes 1386.000 [1378.0, 1394.0] 15.00 · 不稳Volatile $0.15 / $0.90 204.8K
69 60 - 73
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1385±7.0
15.1K 票votes 1385.000 [1378.0, 1392.0] 13.00 · 不稳Volatile $3 / $15 200K
70 62 - 73
gemini-3-flash (thinking-minimal)
Google · Proprietary
1383±5.0
20.5K 票votes 1383.000 [1378.0, 1388.0] 11.00 · 波动Unstable $0.50 / $3 1M
71 64 - 77
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1374±6.0
14.1K 票votes 1374.000 [1368.0, 1380.0] 13.00 · 不稳Volatile $2 / $6 2M
72 64 - 80
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1369±12.0
3.4K 票votes 1369.000 [1357.0, 1381.0] 16.00 · 不稳Volatile $1.75 / $14 400K
73 64 - 82
gemma-4-26b-a4b
Google · Apache 2.0
1367±17.0
1.4K 票votes 1367.000 [1350.0, 1384.0] 18.00 · 不稳Volatile N/A N/A
74 71 - 80
gemma-4-31b
Google · Apache 2.0
1363±8.0
7.4K 票votes 1363.000 [1355.0, 1371.0] 9.00 · 波动Unstable $0.14 / $0.40 262.1K
75 71 - 80
deepseek-v3.2-thinking
DeepSeek · MIT
1361±9.0
6.6K 票votes 1361.000 [1352.0, 1370.0] 9.00 · 波动Unstable $0.27 / $0.40 163.8K
76 71 - 80
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1360±8.0
7.7K 票votes 1360.000 [1352.0, 1368.0] 9.00 · 波动Unstable $0.26 / $2.08 262.1K
77 72 - 82
qwen3.5-27b
阿里巴巴 · Apache 2.0
1358±8.0
7.3K 票votes 1358.000 [1350.0, 1366.0] 10.00 · 波动Unstable $0.20 / $1.56 262.1K
78 72 - 82
grok-4.3
SpaceXAI · Proprietary
1357±7.0
10.2K 票votes 1357.000 [1350.0, 1364.0] 10.00 · 波动Unstable $1.25 / $2.50 1M
79 70 - 85
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±18.0
1.4K 票votes 1357.000 [1339.0, 1375.0] 15.00 · 不稳Volatile N/A N/A
80 72 - 85
laguna-m.1
Poolside · Apache 2.0
1349±10.0
4.9K 票votes 1349.000 [1339.0, 1359.0] 13.00 · 不稳Volatile $0.20 / $0.40 262.1K
81 76 - 85
gpt-5.1
OpenAI · Proprietary
1341±9.0
10.3K 票votes 1341.000 [1332.0, 1350.0] 9.00 · 波动Unstable $1.25 / $10 400K
82 76 - 88
glm-4.6
智谱 ZAI · MIT
1339±11.0
6.6K 票votes 1339.000 [1328.0, 1350.0] 12.00 · 不稳Volatile $0.50 / $2 204.8K
83 79 - 88
gpt-5.2-codex
OpenAI · Proprietary
1338±9.0
6.4K 票votes 1338.000 [1329.0, 1347.0] 9.00 · 波动Unstable $1.75 / $14 400K
84 79 - 88
gpt-5.1-codex
OpenAI · Proprietary
1336±12.0
4.8K 票votes 1336.000 [1324.0, 1348.0] 9.00 · 波动Unstable $1.25 / $10 400K
85 79 - 88
mimo-v2-flash (non-thinking)
小米 · MIT
1331±10.0
5.4K 票votes 1331.000 [1321.0, 1341.0] 9.00 · 波动Unstable $0.10 / $0.30 262.1K
86 82 - 88
claude-haiku-4-5-20251001
Anthropic · Proprietary
1325±5.0
24.1K 票votes 1325.000 [1320.0, 1330.0] 6.00 · 波动Unstable $1 / $5 200K
87 82 - 88
deepseek-v3.2
DeepSeek · MIT
1323±8.0
8.9K 票votes 1323.000 [1315.0, 1331.0] 6.00 · 波动Unstable $0.27 / $0.40 163.8K
88 82 - 89
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1322±7.0
12.5K 票votes 1322.000 [1315.0, 1329.0] 7.00 · 波动Unstable $1.15 / $8 262.1K
89 88 - 91
laguna-xs.2
Poolside · Apache 2.0
1304±11.0
3.8K 票votes 1304.000 [1293.0, 1315.0] 3.00 · 稳定Stable $0.10 / $0.20 262.1K
90 89 - 91
minimax-m2
MiniMax · Apache 2.0
1297±11.0
6.5K 票votes 1297.000 [1286.0, 1308.0] 2.00 · 稳定Stable $0.26 / $1.02 204.8K
91 89 - 95
mimo-v2-flash (thinking)
小米 · MIT
1291±17.0
1.6K 票votes 1291.000 [1274.0, 1308.0] 6.00 · 波动Unstable $0.10 / $0.30 262.1K
92 91 - 97
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±8.0
12.2K 票votes 1272.000 [1264.0, 1280.0] 6.00 · 波动Unstable $0.40 / $1.60 262.1K
93 91 - 100
deepseek-v3.2-exp
DeepSeek · MIT
1272±14.0
3.8K 票votes 1272.000 [1258.0, 1286.0] 9.00 · 波动Unstable $0.27 / $0.41 163.8K
94 91 - 101
mistral-medium-3.5
Mistral · Modified MIT
1267±16.0
2.1K 票votes 1267.000 [1251.0, 1283.0] 10.00 · 波动Unstable $1.50 / $7.50 262.1K
95 93 - 102
gemini-3.1-flash-lite-preview
Google · Proprietary
1256±7.0
13.3K 票votes 1256.000 [1249.0, 1263.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
96 91 - 104
KAT-Coder-Pro-V1
· Proprietary
1255±20.0
1.4K 票votes 1255.000 [1235.0, 1275.0] 13.00 · 不稳Volatile $0.21 / $0.83 256K
97 92 - 104
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1250±18.0
1.5K 票votes 1250.000 [1232.0, 1268.0] 12.00 · 不稳Volatile $0.14 / $1 262.1K
98 92 - 104
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±22.0
1.1K 票votes 1244.000 [1222.0, 1266.0] 12.00 · 不稳Volatile $0.25 / $2 400K
99 95 - 104
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1240±11.0
5.3K 票votes 1240.000 [1229.0, 1251.0] 9.00 · 波动Unstable $0.20 / $0.50 2M
100 93 - 104
trinity-large-thinking
· Apache 2.0
1239±21.0
1.3K 票votes 1239.000 [1218.0, 1260.0] 11.00 · 波动Unstable $0.22 / $0.85 262.1K
101 93 - 104
qwen3.5-flash
阿里巴巴 · Proprietary
1238±20.0
1.3K 票votes 1238.000 [1218.0, 1258.0] 11.00 · 波动Unstable N/A N/A
102 94 - 106
mistral-large-3
Mistral · Apache 2.0
1230±26.0
808 票votes 1230.000 [1204.0, 1256.0] 12.00 · 不稳Volatile $0.50 / $1.50 N/A
103 96 - 106
gemini-2.5-pro
Google · Proprietary
1224±16.0
2.7K 票votes 1224.000 [1208.0, 1240.0] 10.00 · 波动Unstable $1.25 / $10 1M
104 96 - 109
grok-4.1-thinking
SpaceXAI · Proprietary
1210±25.0
945 票votes 1210.000 [1185.0, 1235.0] 13.00 · 不稳Volatile N/A N/A
105 102 - 109
granite-4.1-8b
IBM · Apache 2.0
1194±19.0
1.7K 票votes 1194.000 [1175.0, 1213.0] 7.00 · 波动Unstable $0.05 / $0.10 131.1K
106 102 - 109
devstral-2
Mistral · Modified MIT
1194±21.0
1.1K 票votes 1194.000 [1173.0, 1215.0] 7.00 · 波动Unstable N/A N/A
107 104 - 109
mercury-2
Inception AI · Proprietary
1166±26.0
888 票votes 1166.000 [1140.0, 1192.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
108 104 - 109
grok-code-fast-1
SpaceXAI · Proprietary
1163±28.0
782 票votes 1163.000 [1135.0, 1191.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
109 104 - 109
grok-4-fast-reasoning
SpaceXAI · Proprietary
1160±28.0
731 票votes 1160.000 [1132.0, 1188.0] 5.00 · 波动Unstable $0.20 / $0.50 2M
110 110 - 110
devstral-medium-2507
Mistral · Proprietary
1079±31.0
825 票votes 1079.000 [1048.0, 1110.0] 0.00 · 稳定Stable $0.40 / $2 128K
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