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-high
Anthropic · Proprietary
1661±35.0
411 votes 1661.000 [1626.0, 1696.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 8
qwen3.8-max
阿里巴巴 · Proprietary
1654±58.0Preliminary
149 votes 1654.000 [1596.0, 1712.0] 7.00 · 波动Unstable $2 / $6 1M
🥉 1 - 8
claude-opus-5-max
Anthropic · Proprietary
1641±38.0
321 votes 1641.000 [1603.0, 1679.0] 7.00 · 波动Unstable $5 / $25 1M
4 1 - 8
kimi-k3-max
月之暗面 · Kimi K3 license
1641±32.0
554 votes 1641.000 [1609.0, 1673.0] 7.00 · 波动Unstable $3 / $15 1M
5 2 - 9
claude-fable-5
Anthropic · Proprietary
1597±24.0
767 votes 1597.000 [1573.0, 1621.0] 7.00 · 波动Unstable $10 / $50 1M
6 2 - 14
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1585±26.0
683 votes 1585.000 [1559.0, 1611.0] 12.00 · 不稳Volatile $5 / $30 1.1M
7 2 - 31
muse-spark-1.2 (xHigh)
Meta · Proprietary
1567±58.0
111 votes 1567.000 [1509.0, 1625.0] 29.00 · 不稳Volatile $1.25 / $4.25 N/A
8 2 - 31
deepseek-v4-flash-high
DeepSeek · MIT
1566±56.0Preliminary
135 votes 1566.000 [1510.0, 1622.0] 29.00 · 不稳Volatile $0.14 / $0.28 1M
9 5 - 20
claude-opus-4-8-thinking
Anthropic · Proprietary
1560±19.0
1.2K votes 1560.000 [1541.0, 1579.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
10 6 - 22
claude-opus-4-7-thinking
Anthropic · Proprietary
1549±16.0
1.7K votes 1549.000 [1533.0, 1565.0] 16.00 · 不稳Volatile $2.50 / $12.50 1M
11 6 - 24
claude-opus-4-6-thinking
Anthropic · Proprietary
1544±16.0
1.8K votes 1544.000 [1528.0, 1560.0] 18.00 · 不稳Volatile $2.50 / $12.50 1M
12 6 - 27
glm-5.2-max
智谱 ZAI · MIT
1543±23.0
820 votes 1543.000 [1520.0, 1566.0] 21.00 · 不稳Volatile $1.40 / $4.40 1M
13 7 - 26
claude-opus-4-7
Anthropic · Proprietary
1538±17.0
1.6K votes 1538.000 [1521.0, 1555.0] 19.00 · 不稳Volatile $5 / $25 1M
14 7 - 30
claude-opus-4-8
Anthropic · Proprietary
1537±20.0
1.1K votes 1537.000 [1517.0, 1557.0] 23.00 · 不稳Volatile $2.50 / $12.50 1M
15 6 - 32
gemini-3.6-flash
Google · Proprietary
1535±30.0Preliminary
466 votes 1535.000 [1505.0, 1565.0] 26.00 · 不稳Volatile $0.75 / $3.75 1M
16 6 - 32
muse-spark-1.1
Meta · Proprietary
1533±29.0Preliminary
510 votes 1533.000 [1504.0, 1562.0] 26.00 · 不稳Volatile $1.25 / $4.25 N/A
17 7 - 32
grok-4.5
SpaceXAI · Proprietary
1531±27.0
562 votes 1531.000 [1504.0, 1558.0] 25.00 · 不稳Volatile $2 / $6 500K
18 7 - 39
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1514±33.0
357 votes 1514.000 [1481.0, 1547.0] 32.00 · 不稳Volatile $0.20 / $1.20 1M
19 9 - 34
claude-opus-4-6
Anthropic · Proprietary
1514±15.0
2.0K votes 1514.000 [1499.0, 1529.0] 25.00 · 不稳Volatile $2.50 / $12.50 1M
20 8 - 38
seed-2.1-pro-preview
字节跳动 · Proprietary
1512±25.0Preliminary
691 votes 1512.000 [1487.0, 1537.0] 30.00 · 不稳Volatile N/A N/A
21 7 - 44
hy3
腾讯 · Apache 2.0
1508±50.0
158 votes 1508.000 [1458.0, 1558.0] 37.00 · 不稳Volatile $0.13 / $0.53 262.1K
22 11 - 35
claude-sonnet-4-6
Anthropic · Proprietary
1507±14.0
2.2K votes 1507.000 [1493.0, 1521.0] 24.00 · 不稳Volatile $1.50 / $7.50 1M
23 8 - 40
claude-sonnet-5-high
Anthropic · Proprietary
1507±28.0
562 votes 1507.000 [1479.0, 1535.0] 32.00 · 不稳Volatile $1 / $5 1M
24 10 - 39
glm-5.1
智谱 ZAI · MIT
1504±22.0
875 votes 1504.000 [1482.0, 1526.0] 29.00 · 不稳Volatile $1.40 / $4.40 202.8K
25 7 - 50
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1499±55.0
134 votes 1499.000 [1444.0, 1554.0] 43.00 · 不稳Volatile $2.50 / $15 1.1M
26 9 - 43
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1499±33.0
401 votes 1499.000 [1466.0, 1532.0] 34.00 · 不稳Volatile $2 / $12 1M
27 12 - 41
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±21.0
1.3K votes 1497.000 [1476.0, 1518.0] 29.00 · 不稳Volatile $5 / $25 200K
28 12 - 41
gemini-3.5-flash-medium
Google · Proprietary
1497±22.0
781 votes 1497.000 [1475.0, 1519.0] 29.00 · 不稳Volatile $0.75 / $4.50 1M
29 13 - 41
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1495±21.0
901 votes 1495.000 [1474.0, 1516.0] 28.00 · 不稳Volatile $1.48 / $4.42 1M
30 10 - 46
gemini-3.5-flash
Google · Proprietary
1489±35.0
343 votes 1489.000 [1454.0, 1524.0] 36.00 · 不稳Volatile $0.75 / $4.50 1M
31 15 - 42
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1488±17.0
1.4K votes 1488.000 [1471.0, 1505.0] 27.00 · 不稳Volatile $5 / $30 N/A
32 18 - 43
kimi-k2.6
月之暗面 · Modified MIT
1485±19.0
1.2K votes 1485.000 [1466.0, 1504.0] 25.00 · 不稳Volatile $0.95 / $4 262.1K
33 12 - 49
gemini-3.5-flash-high
Google · Proprietary
1483±37.0
295 votes 1483.000 [1446.0, 1520.0] 37.00 · 不稳Volatile $0.75 / $4.50 1M
34 18 - 44
minimax-m3
MiniMax · MiniMax Community License
1481±20.0
1.1K votes 1481.000 [1461.0, 1501.0] 26.00 · 不稳Volatile $0.60 / $2.40 N/A
35 20 - 44
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1475±16.0
1.7K votes 1475.000 [1459.0, 1491.0] 24.00 · 不稳Volatile N/A N/A
36 20 - 44
mimo-v2.5-pro
小米 · MIT
1473±17.0
1.4K votes 1473.000 [1456.0, 1490.0] 24.00 · 不稳Volatile $0.43 / $0.87 1.1M
37 24 - 51
deepseek-v4-pro-high-preview
DeepSeek · MIT
1460±17.0
1.4K votes 1460.000 [1443.0, 1477.0] 27.00 · 不稳Volatile $0.43 / $0.87 1M
38 28 - 54
qwen3.6-plus
阿里巴巴 · Proprietary
1454±15.0
1.7K votes 1454.000 [1439.0, 1469.0] 26.00 · 不稳Volatile $0.33 / $1.95 1M
39 20 - 62
qwen3.6-max-preview
阿里巴巴 · Proprietary
1453±34.0
335 votes 1453.000 [1419.0, 1487.0] 42.00 · 不稳Volatile $1.03 / $6.16 262.1K
40 23 - 57
kimi-k2.7-code
月之暗面 · Modified MIT
1452±27.0
561 votes 1452.000 [1425.0, 1479.0] 34.00 · 不稳Volatile $0.47 / $2 262.1K
41 21 - 66
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1449±38.0
322 votes 1449.000 [1411.0, 1487.0] 45.00 · 不稳Volatile $1.75 / $14 400K
42 30 - 57
claude-opus-4-5-20251101
Anthropic · Proprietary
1446±18.0
1.6K votes 1446.000 [1428.0, 1464.0] 27.00 · 不稳Volatile $5 / $25 200K
43 34 - 61
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1439±17.0
1.5K votes 1439.000 [1422.0, 1456.0] 27.00 · 不稳Volatile N/A N/A
44 34 - 64
minimax-m2.5
MiniMax · Modified MIT
1435±21.0
930 votes 1435.000 [1414.0, 1456.0] 30.00 · 不稳Volatile $0.22 / $0.90 204.8K
45 19 - 77
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1433±61.0
120 votes 1433.000 [1372.0, 1494.0] 58.00 · 不稳Volatile $2.50 / $15 1.1M
46 35 - 64
mimo-v2.5
小米 · MIT
1433±17.0
1.4K votes 1433.000 [1416.0, 1450.0] 29.00 · 不稳Volatile $0.14 / $0.28 1.1M
47 36 - 62
gemini-3.1-pro-preview
Google · Proprietary
1432±13.0
2.4K votes 1432.000 [1419.0, 1445.0] 26.00 · 不稳Volatile $1 / $6 1M
48 35 - 68
mimo-v2-pro
小米 · Proprietary
1430±23.0
821 votes 1430.000 [1407.0, 1453.0] 33.00 · 不稳Volatile $1 / $3 1M
49 37 - 66
deepseek-v4-pro
DeepSeek · MIT
1428±16.0
1.6K votes 1428.000 [1412.0, 1444.0] 29.00 · 不稳Volatile $0.43 / $0.87 1M
50 35 - 68
glm-5
智谱 ZAI · MIT
1427±22.0
861 votes 1427.000 [1405.0, 1449.0] 33.00 · 不稳Volatile $1 / $3.20 202.8K
51 38 - 67
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±15.0
2.0K votes 1425.000 [1410.0, 1440.0] 29.00 · 不稳Volatile $0.60 / $3 N/A
52 39 - 69
deepseek-v4-flash-high-preview
DeepSeek · MIT
1416±19.0
1.2K votes 1416.000 [1397.0, 1435.0] 30.00 · 不稳Volatile $0.14 / $0.28 1M
53 38 - 77
glm-4.7
智谱 ZAI · MIT
1410±32.0
487 votes 1410.000 [1378.0, 1442.0] 39.00 · 不稳Volatile $0.40 / $1.75 204.8K
54 41 - 72
gemini-3-flash
Google · Proprietary
1404±20.0
1.3K votes 1404.000 [1384.0, 1424.0] 31.00 · 不稳Volatile $0.50 / $3 1M
55 27 - 88
gpt-5.2
OpenAI · Proprietary
1402±72.0
110 votes 1402.000 [1330.0, 1474.0] 61.00 · 不稳Volatile $0.88 / $7 400K
56 44 - 72
minimax-m2.7
MiniMax · Modified MIT
1400±17.0
1.4K votes 1400.000 [1383.0, 1417.0] 28.00 · 不稳Volatile $0.27 / $1.08 204.8K
57 41 - 77
minimax-m2.1-preview
MiniMax · MIT
1398±24.0
913 votes 1398.000 [1374.0, 1422.0] 36.00 · 不稳Volatile $0.30 / $1.20 204.8K
58 46 - 72
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1398±14.0
2.0K votes 1398.000 [1384.0, 1412.0] 26.00 · 不稳Volatile $0.39 / $2.34 262.1K
59 44 - 74
gemini-3-pro
Google · Proprietary
1397±19.0
1.6K votes 1397.000 [1378.0, 1416.0] 30.00 · 不稳Volatile $2 / $12 1M
60 38 - 83
gpt-5-medium
OpenAI · Proprietary
1397±46.0
288 votes 1397.000 [1351.0, 1443.0] 45.00 · 不稳Volatile $0.63 / $5 400K
61 39 - 81
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1397±32.0
418 votes 1397.000 [1365.0, 1429.0] 42.00 · 不稳Volatile $1.75 / $14 400K
62 48 - 77
gpt-5.4-mini-high
OpenAI · Proprietary
1393±18.0
1.4K votes 1393.000 [1375.0, 1411.0] 29.00 · 不稳Volatile $0.75 / $4.50 400K
63 41 - 82
kimi-k2.5-instant
月之暗面 · Modified MIT
1392±33.0
402 votes 1392.000 [1359.0, 1425.0] 41.00 · 不稳Volatile $0.57 / $2.85 262.1K
64 39 - 83
gpt-5.4
OpenAI · Proprietary
1391±45.0
189 votes 1391.000 [1346.0, 1436.0] 44.00 · 不稳Volatile $2.50 / $15 1.1M
65 41 - 83
gpt-5.1-medium
OpenAI · Proprietary
1390±33.0
495 votes 1390.000 [1357.0, 1423.0] 42.00 · 不稳Volatile $0.63 / $5 400K
66 51 - 80
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1384±17.0
1.8K votes 1384.000 [1367.0, 1401.0] 29.00 · 不稳Volatile $3 / $15 200K
67 49 - 83
inkling
Thinky · Apache 2.0
1380±29.0
480 votes 1380.000 [1351.0, 1409.0] 34.00 · 不稳Volatile $0.50 / $2.02 524.3K
68 42 - 86
glm-5v-turbo
智谱 ZAI · Proprietary
1377±43.0
249 votes 1377.000 [1334.0, 1420.0] 44.00 · 不稳Volatile $1.20 / $4 202.8K
69 52 - 83
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1376±19.0
1.5K votes 1376.000 [1357.0, 1395.0] 31.00 · 不稳Volatile $3 / $15 200K
70 55 - 83
gemini-3-flash (thinking-minimal)
Google · Proprietary
1367±13.0
2.6K votes 1367.000 [1354.0, 1380.0] 28.00 · 不稳Volatile $0.50 / $3 1M
71 52 - 86
claude-opus-4-1-20250805
Anthropic · Proprietary
1367±28.0
717 votes 1367.000 [1339.0, 1395.0] 34.00 · 不稳Volatile $15 / $75 200K
72 52 - 86
deepseek-v3.2-thinking
DeepSeek · MIT
1364±24.0
833 votes 1364.000 [1340.0, 1388.0] 34.00 · 不稳Volatile $0.26 / $0.38 163.8K
73 46 - 91
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1363±51.0
170 votes 1363.000 [1312.0, 1414.0] 45.00 · 不稳Volatile N/A N/A
74 56 - 86
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1357±21.0
930 votes 1357.000 [1336.0, 1378.0] 30.00 · 不稳Volatile $0.29 / $2.40 262.1K
75 56 - 86
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±22.0
887 votes 1357.000 [1335.0, 1379.0] 30.00 · 不稳Volatile $0.20 / $1.56 262.1K
76 55 - 89
laguna-m.1
Poolside · Apache 2.0
1353±28.0
583 votes 1353.000 [1325.0, 1381.0] 34.00 · 不稳Volatile $0.20 / $0.40 262.1K
77 60 - 86
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1352±15.0
1.8K votes 1352.000 [1337.0, 1367.0] 26.00 · 不稳Volatile $2 / $6 2M
78 60 - 90
mimo-v2-flash (non-thinking)
小米 · MIT
1344±26.0
715 votes 1344.000 [1318.0, 1370.0] 30.00 · 不稳Volatile $0.10 / $0.30 262.1K
79 61 - 90
gpt-5.2-codex
OpenAI · Proprietary
1342±24.0
828 votes 1342.000 [1318.0, 1366.0] 29.00 · 不稳Volatile $1.75 / $14 400K
80 63 - 90
grok-4.3
SpaceXAI · Proprietary
1341±18.0
1.3K votes 1341.000 [1323.0, 1359.0] 27.00 · 不稳Volatile $1.25 / $2.50 1M
81 62 - 90
gpt-5.1
OpenAI · Proprietary
1340±21.0
1.2K votes 1340.000 [1319.0, 1361.0] 28.00 · 不稳Volatile $0.63 / $5 400K
82 60 - 91
glm-4.6
智谱 ZAI · MIT
1339±28.0
682 votes 1339.000 [1311.0, 1367.0] 31.00 · 不稳Volatile $0.50 / $2 204.8K
83 69 - 91
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1325±19.0
1.4K votes 1325.000 [1306.0, 1344.0] 22.00 · 不稳Volatile $1.15 / $8 262.1K
84 56 - 99
gemma-4-26b-a4b
Google · Apache 2.0
1324±54.0
143 votes 1324.000 [1270.0, 1378.0] 43.00 · 不稳Volatile N/A N/A
85 69 - 92
gemma-4-31b
Google · Apache 2.0
1318±25.0
735 votes 1318.000 [1293.0, 1343.0] 23.00 · 不稳Volatile $0.14 / $0.40 262.1K
86 75 - 91
claude-haiku-4-5-20251001
Anthropic · Proprietary
1318±13.0
2.8K votes 1318.000 [1305.0, 1331.0] 16.00 · 不稳Volatile $1 / $5 200K
87 69 - 97
gpt-5.1-codex
OpenAI · Proprietary
1312±34.0
515 votes 1312.000 [1278.0, 1346.0] 28.00 · 不稳Volatile $1.25 / $10 400K
88 76 - 93
deepseek-v3.2
DeepSeek · MIT
1308±20.0
1.1K votes 1308.000 [1288.0, 1328.0] 17.00 · 不稳Volatile $0.26 / $0.38 163.8K
89 77 - 99
minimax-m2
MiniMax · Apache 2.0
1297±28.0
687 votes 1297.000 [1269.0, 1325.0] 22.00 · 不稳Volatile $0.26 / $1.02 204.8K
90 75 - 101
mistral-medium-3.5
Mistral · Modified MIT
1291±42.0
256 votes 1291.000 [1249.0, 1333.0] 26.00 · 不稳Volatile $1.50 / $7.50 262.1K
91 81 - 101
laguna-xs.2
Poolside · Apache 2.0
1281±31.0
476 votes 1281.000 [1250.0, 1312.0] 20.00 · 不稳Volatile $0.10 / $0.20 262.1K
92 87 - 102
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±19.0
1.4K votes 1262.000 [1243.0, 1281.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
93 87 - 104
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1252±27.0
683 votes 1252.000 [1225.0, 1279.0] 17.00 · 不稳Volatile $0.20 / $0.50 2M
94 86 - 105
mimo-v2-flash (thinking)
小米 · MIT
1243±48.0
204 votes 1243.000 [1195.0, 1291.0] 19.00 · 不稳Volatile $0.10 / $0.30 262.1K
95 87 - 105
deepseek-v3.2-exp
DeepSeek · MIT
1243±38.0
401 votes 1243.000 [1205.0, 1281.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
96 90 - 104
gemini-3.1-flash-lite-preview
Google · Proprietary
1241±18.0
1.7K votes 1241.000 [1223.0, 1259.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
97 87 - 105
gemini-2.5-pro
Google · Proprietary
1238±46.0
274 votes 1238.000 [1192.0, 1284.0] 18.00 · 不稳Volatile $0.63 / $5 1M
98 85 - 106
grok-4.1-thinking
SpaceXAI · Proprietary
1227±73.0
111 votes 1227.000 [1154.0, 1300.0] 21.00 · 不稳Volatile N/A N/A
99 88 - 106
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1220±51.0
183 votes 1220.000 [1169.0, 1271.0] 18.00 · 不稳Volatile $0.14 / $1 262.1K
100 88 - 106
gpt-5.1-codex-mini
OpenAI · Proprietary
1205±67.0
121 votes 1205.000 [1138.0, 1272.0] 18.00 · 不稳Volatile $0.25 / $2 400K
101 90 - 106
trinity-large-thinking
· Apache 2.0
1198±68.0
121 votes 1198.000 [1130.0, 1266.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
102 93 - 106
qwen3.5-flash
阿里巴巴 · Proprietary
1184±57.0
164 votes 1184.000 [1127.0, 1241.0] 13.00 · 不稳Volatile N/A N/A
103 92 - 106
KAT-Coder-Pro-V1
· Proprietary
1169±79.0
132 votes 1169.000 [1090.0, 1248.0] 14.00 · 不稳Volatile $0.21 / $0.83 256K
104 93 - 106
grok-code-fast-1
SpaceXAI · Proprietary
1165±75.0
92 votes 1165.000 [1090.0, 1240.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
105 95 - 106
devstral-2
Mistral · Modified MIT
1160±62.0
135 votes 1160.000 [1098.0, 1222.0] 11.00 · 波动Unstable N/A N/A
106 98 - 106
granite-4.1-8b
IBM · Apache 2.0
1130±59.0
200 votes 1130.000 [1071.0, 1189.0] 8.00 · 波动Unstable $0.05 / $0.10 131.1K
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