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 - 3
claude-opus-5-max
Anthropic · Proprietary
1801±31.0
703 票votes 1801.000 [1770.0, 1832.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
claude-opus-5-high
Anthropic · Proprietary
1750±22.0
1.2K 票votes 1750.000 [1728.0, 1772.0] 3.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
qwen3.8-max
阿里巴巴 · Proprietary
1740±34.0Preliminary
497 票votes 1740.000 [1706.0, 1774.0] 4.00 · 稳定Stable $2 / $6 1M
4 2 - 6
kimi-k3-max
月之暗面 · Kimi K3 license
1716±22.0
1.3K 票votes 1716.000 [1694.0, 1738.0] 4.00 · 稳定Stable $3 / $15 1M
5 3 - 6
claude-fable-5
Anthropic · Proprietary
1705±17.0
2.1K 票votes 1705.000 [1688.0, 1722.0] 3.00 · 稳定Stable $10 / $50 1M
6 4 - 6
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1685±17.0
1.8K 票votes 1685.000 [1668.0, 1702.0] 2.00 · 稳定Stable $5 / $30 1.1M
7 7 - 10
glm-5.2-max
智谱 ZAI · MIT
1621±17.0
1.6K 票votes 1621.000 [1604.0, 1638.0] 3.00 · 稳定Stable $1.40 / $4.40 1M
8 7 - 11
claude-opus-4-8-thinking
Anthropic · Proprietary
1617±15.0
2.2K 票votes 1617.000 [1602.0, 1632.0] 4.00 · 稳定Stable $5 / $25 1M
9 7 - 17
deepseek-v4-flash-high
DeepSeek · MIT
1601±30.0Preliminary
513 票votes 1601.000 [1571.0, 1631.0] 10.00 · 波动Unstable $0.14 / $0.28 1M
10 7 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1595±12.0
3.2K 票votes 1595.000 [1583.0, 1607.0] 8.00 · 波动Unstable $5 / $25 1M
11 9 - 17
claude-opus-4-7
Anthropic · Proprietary
1588±12.0
3.2K 票votes 1588.000 [1576.0, 1600.0] 8.00 · 波动Unstable $5 / $25 1M
12 8 - 19
grok-4.5
SpaceXAI · Proprietary
1583±19.0
1.2K 票votes 1583.000 [1564.0, 1602.0] 11.00 · 波动Unstable $2 / $6 500K
13 9 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1582±12.0
3.4K 票votes 1582.000 [1570.0, 1594.0] 9.00 · 波动Unstable $5 / $25 1M
14 9 - 21
claude-sonnet-5-high
Anthropic · Proprietary
1579±18.0
1.4K 票votes 1579.000 [1561.0, 1597.0] 12.00 · 不稳Volatile $2 / $10 1M
15 9 - 21
claude-opus-4-8
Anthropic · Proprietary
1574±14.0
2.2K 票votes 1574.000 [1560.0, 1588.0] 12.00 · 不稳Volatile $5 / $25 1M
16 10 - 23
claude-opus-4-6
Anthropic · Proprietary
1568±11.0
4.0K 票votes 1568.000 [1557.0, 1579.0] 13.00 · 不稳Volatile $5 / $25 1M
17 13 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1554±13.0
2.9K 票votes 1554.000 [1541.0, 1567.0] 17.00 · 不稳Volatile $5 / $30 N/A
18 12 - 32
gemini-3.6-flash
Google · Proprietary
1551±20.0Preliminary
1.1K 票votes 1551.000 [1531.0, 1571.0] 20.00 · 不稳Volatile $1.50 / $7.50 1M
19 14 - 32
glm-5.1
智谱 ZAI · MIT
1547±16.0
1.8K 票votes 1547.000 [1531.0, 1563.0] 18.00 · 不稳Volatile $1.40 / $4.40 202.8K
20 10 - 35
hy3
腾讯 · Apache 2.0
1545±32.0
434 票votes 1545.000 [1513.0, 1577.0] 25.00 · 不稳Volatile $0.13 / $0.53 262.1K
21 17 - 31
claude-sonnet-4-6
Anthropic · Proprietary
1544±11.0
4.2K 票votes 1544.000 [1533.0, 1555.0] 14.00 · 不稳Volatile $3 / $15 1M
22 14 - 33
muse-spark-1.1
Meta · Proprietary
1543±20.0Preliminary
1.1K 票votes 1543.000 [1523.0, 1563.0] 19.00 · 不稳Volatile $1.25 / $4.25 N/A
23 16 - 34
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1538±22.0
922 票votes 1538.000 [1516.0, 1560.0] 18.00 · 不稳Volatile $2 / $12 1M
24 17 - 33
seed-2.1-pro-preview
字节跳动 · Proprietary
1538±17.0Preliminary
1.5K 票votes 1538.000 [1521.0, 1555.0] 16.00 · 不稳Volatile N/A N/A
25 17 - 33
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1537±15.0
2.0K 票votes 1537.000 [1522.0, 1552.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
26 16 - 35
gemini-3.5-flash-high
Google · Proprietary
1535±24.0
775 票votes 1535.000 [1511.0, 1559.0] 19.00 · 不稳Volatile N/A N/A
27 17 - 33
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1531±12.0
3.0K 票votes 1531.000 [1519.0, 1543.0] 16.00 · 不稳Volatile N/A N/A
28 17 - 35
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1528±15.0
2.7K 票votes 1528.000 [1513.0, 1543.0] 18.00 · 不稳Volatile $5 / $25 200K
29 17 - 36
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1528±21.0
938 票votes 1528.000 [1507.0, 1549.0] 19.00 · 不稳Volatile $0.20 / $1.20 1M
30 18 - 36
gemini-3.5-flash-medium
Google · Proprietary
1521±15.0
2.0K 票votes 1521.000 [1506.0, 1536.0] 18.00 · 不稳Volatile $1.50 / $9 1M
31 19 - 44
qwen3.6-max-preview
阿里巴巴 · Proprietary
1504±28.0
576 票votes 1504.000 [1476.0, 1532.0] 25.00 · 不稳Volatile $1.03 / $6.16 262.1K
32 17 - 48
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1502±42.0
312 票votes 1502.000 [1460.0, 1544.0] 31.00 · 不稳Volatile $2.50 / $15 1.1M
33 26 - 41
kimi-k2.6
月之暗面 · Modified MIT
1499±15.0
2.0K 票votes 1499.000 [1484.0, 1514.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
34 21 - 45
gemini-3.5-flash
Google · Proprietary
1499±28.0
592 票votes 1499.000 [1471.0, 1527.0] 24.00 · 不稳Volatile $1.50 / $9 1M
35 29 - 41
mimo-v2.5-pro
小米 · MIT
1495±12.0
3.0K 票votes 1495.000 [1483.0, 1507.0] 12.00 · 不稳Volatile $0.43 / $0.87 1.1M
36 31 - 44
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1489±12.0
2.9K 票votes 1489.000 [1477.0, 1501.0] 13.00 · 不稳Volatile N/A N/A
37 31 - 46
claude-opus-4-5-20251101
Anthropic · Proprietary
1482±13.0
3.2K 票votes 1482.000 [1469.0, 1495.0] 15.00 · 不稳Volatile $5 / $25 200K
38 31 - 48
kimi-k2.7-code
月之暗面 · Modified MIT
1478±18.0
1.3K 票votes 1478.000 [1460.0, 1496.0] 17.00 · 不稳Volatile $0.73 / $3.50 262.1K
39 31 - 48
minimax-m3
MiniMax · MiniMax Community License
1477±14.0
2.2K 票votes 1477.000 [1463.0, 1491.0] 17.00 · 不稳Volatile $0.60 / $2.40 N/A
40 31 - 48
deepseek-v4-pro-high-preview
DeepSeek · MIT
1475±13.0
2.7K 票votes 1475.000 [1462.0, 1488.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
41 25 - 59
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1474±43.0
269 票votes 1474.000 [1431.0, 1517.0] 34.00 · 不稳Volatile $2.50 / $15 1.1M
42 33 - 49
qwen3.6-plus
阿里巴巴 · Proprietary
1468±12.0
3.2K 票votes 1468.000 [1456.0, 1480.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
43 33 - 49
gemini-3.1-pro-preview
Google · Proprietary
1467±10.0
4.4K 票votes 1467.000 [1457.0, 1477.0] 16.00 · 不稳Volatile $2 / $12 1M
44 36 - 54
gemini-3-flash
Google · Proprietary
1454±14.0
2.7K 票votes 1454.000 [1440.0, 1468.0] 18.00 · 不稳Volatile $0.50 / $3 1M
45 37 - 54
deepseek-v4-pro
DeepSeek · MIT
1453±13.0
2.6K 票votes 1453.000 [1440.0, 1466.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
46 37 - 55
gemini-3-pro
Google · Proprietary
1453±14.0
3.7K 票votes 1453.000 [1439.0, 1467.0] 18.00 · 不稳Volatile $2 / $12 1M
47 35 - 62
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1446±28.0
598 票votes 1446.000 [1418.0, 1474.0] 27.00 · 不稳Volatile $1.75 / $14 400K
48 43 - 61
deepseek-v4-flash-high-preview
DeepSeek · MIT
1437±14.0
2.4K 票votes 1437.000 [1423.0, 1451.0] 18.00 · 不稳Volatile $0.14 / $0.28 1M
49 43 - 62
mimo-v2-pro
小米 · Proprietary
1436±17.0
1.5K 票votes 1436.000 [1419.0, 1453.0] 19.00 · 不稳Volatile $1 / $3 1M
50 33 - 71
gpt-5.2
OpenAI · Proprietary
1435±46.0
276 票votes 1435.000 [1389.0, 1481.0] 38.00 · 不稳Volatile $1.75 / $14 400K
51 43 - 62
glm-5
智谱 ZAI · MIT
1434±17.0
1.6K 票votes 1434.000 [1417.0, 1451.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
52 41 - 64
gpt-5-medium
OpenAI · Proprietary
1432±26.0
954 票votes 1432.000 [1406.0, 1458.0] 23.00 · 不稳Volatile $1.25 / $10 400K
53 45 - 63
mimo-v2.5
小米 · MIT
1427±13.0
2.7K 票votes 1427.000 [1414.0, 1440.0] 18.00 · 不稳Volatile $0.14 / $0.28 1.1M
54 43 - 64
glm-4.7
智谱 ZAI · MIT
1427±22.0
1.0K 票votes 1427.000 [1405.0, 1449.0] 21.00 · 不稳Volatile $0.40 / $1.75 204.8K
55 46 - 63
kimi-k2.5-thinking
月之暗面 · Modified MIT
1425±10.0
4.0K 票votes 1425.000 [1415.0, 1435.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
56 46 - 63
gpt-5.4-mini-high
OpenAI · Proprietary
1424±13.0
2.7K 票votes 1424.000 [1411.0, 1437.0] 17.00 · 不稳Volatile $0.75 / $4.50 400K
57 43 - 64
claude-opus-4-1-20250805
Anthropic · Proprietary
1424±17.0
2.0K 票votes 1424.000 [1407.0, 1441.0] 21.00 · 不稳Volatile $15 / $75 200K
58 46 - 72
glm-5v-turbo
智谱 ZAI · Proprietary
1407±28.0
599 票votes 1407.000 [1379.0, 1435.0] 26.00 · 不稳Volatile $1.20 / $4 202.8K
59 51 - 71
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1402±13.0
3.5K 票votes 1402.000 [1389.0, 1415.0] 20.00 · 不稳Volatile $3 / $15 200K
60 47 - 72
kimi-k2.5-instant
月之暗面 · Modified MIT
1401±24.0
735 票votes 1401.000 [1377.0, 1425.0] 25.00 · 不稳Volatile $0.57 / $2.85 262.1K
61 48 - 72
gpt-5.1-medium
OpenAI · Proprietary
1401±19.0
1.4K 票votes 1401.000 [1382.0, 1420.0] 24.00 · 不稳Volatile $1.25 / $10 400K
62 47 - 72
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1401±25.0
719 票votes 1401.000 [1376.0, 1426.0] 25.00 · 不稳Volatile $1.75 / $14 400K
63 54 - 71
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±11.0
4.0K 票votes 1400.000 [1389.0, 1411.0] 17.00 · 不稳Volatile $0.39 / $2.34 262.1K
64 46 - 75
gpt-5.4
OpenAI · Proprietary
1398±34.0
349 票votes 1398.000 [1364.0, 1432.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
65 57 - 72
gemini-3-flash (thinking-minimal)
Google · Proprietary
1393±9.0
5.1K 票votes 1393.000 [1384.0, 1402.0] 15.00 · 不稳Volatile $0.50 / $3 1M
66 57 - 72
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1391±12.0
4.0K 票votes 1391.000 [1379.0, 1403.0] 15.00 · 不稳Volatile $3 / $15 200K
67 57 - 74
minimax-m2.5
MiniMax · Modified MIT
1384±17.0
1.6K 票votes 1384.000 [1367.0, 1401.0] 17.00 · 不稳Volatile $0.15 / $0.90 204.8K
68 57 - 72
minimax-m2.7
MiniMax · Modified MIT
1384±12.0
3.0K 票votes 1384.000 [1372.0, 1396.0] 15.00 · 不稳Volatile $0.25 / $1 204.8K
69 57 - 76
inkling
Thinky · Apache 2.0
1380±17.0
1.5K 票votes 1380.000 [1363.0, 1397.0] 19.00 · 不稳Volatile $1 / $4.05 1M
70 60 - 81
minimax-m2.1-preview
MiniMax · MIT
1370±17.0
1.7K 票votes 1370.000 [1353.0, 1387.0] 21.00 · 不稳Volatile $0.30 / $1.20 204.8K
71 57 - 84
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1364±37.0
322 票votes 1364.000 [1327.0, 1401.0] 27.00 · 不稳Volatile N/A N/A
72 57 - 87
gemma-4-26b-a4b
Google · Apache 2.0
1359±43.0
244 票votes 1359.000 [1316.0, 1402.0] 30.00 · 不稳Volatile N/A N/A
73 67 - 83
grok-4.3
SpaceXAI · Proprietary
1358±13.0
2.7K 票votes 1358.000 [1345.0, 1371.0] 16.00 · 不稳Volatile $1.25 / $2.50 1M
74 68 - 84
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1354±12.0
3.2K 票votes 1354.000 [1342.0, 1366.0] 16.00 · 不稳Volatile $2 / $6 2M
75 67 - 84
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1352±16.0
1.7K 票votes 1352.000 [1336.0, 1368.0] 17.00 · 不稳Volatile $0.26 / $2.08 262.1K
76 69 - 84
gpt-5.1
OpenAI · Proprietary
1349±14.0
2.8K 票votes 1349.000 [1335.0, 1363.0] 15.00 · 不稳Volatile $1.25 / $10 400K
77 70 - 84
gemma-4-31b
Google · Apache 2.0
1345±16.0
2.0K 票votes 1345.000 [1329.0, 1361.0] 14.00 · 不稳Volatile $0.14 / $0.40 262.1K
78 70 - 84
qwen3.5-27b
阿里巴巴 · Apache 2.0
1344±17.0
1.6K 票votes 1344.000 [1327.0, 1361.0] 14.00 · 不稳Volatile $0.20 / $1.56 262.1K
79 70 - 84
deepseek-v3.2-thinking
DeepSeek · MIT
1343±18.0
1.6K 票votes 1343.000 [1325.0, 1361.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
80 70 - 87
gpt-5.1-codex
OpenAI · Proprietary
1336±19.0
1.4K 票votes 1336.000 [1317.0, 1355.0] 17.00 · 不稳Volatile $1.25 / $10 400K
81 70 - 87
laguna-m.1
Poolside · Apache 2.0
1335±19.0
1.4K 票votes 1335.000 [1316.0, 1354.0] 17.00 · 不稳Volatile $0.20 / $0.40 262.1K
82 71 - 87
glm-4.6
智谱 ZAI · MIT
1332±17.0
1.9K 票votes 1332.000 [1315.0, 1349.0] 16.00 · 不稳Volatile $0.50 / $2 204.8K
83 71 - 88
gpt-5.2-codex
OpenAI · Proprietary
1329±18.0
1.5K 票votes 1329.000 [1311.0, 1347.0] 17.00 · 不稳Volatile $1.75 / $14 400K
84 72 - 88
mimo-v2-flash (non-thinking)
小米 · MIT
1323±19.0
1.3K 票votes 1323.000 [1304.0, 1342.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 79 - 88
claude-haiku-4-5-20251001
Anthropic · Proprietary
1312±9.0
6.1K 票votes 1312.000 [1303.0, 1321.0] 9.00 · 波动Unstable $1 / $5 200K
86 79 - 91
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1310±13.0
3.2K 票votes 1310.000 [1297.0, 1323.0] 12.00 · 不稳Volatile $1.15 / $8 262.1K
87 79 - 96
laguna-xs.2
Poolside · Apache 2.0
1298±23.0
961 票votes 1298.000 [1275.0, 1321.0] 17.00 · 不稳Volatile $0.10 / $0.20 262.1K
88 83 - 95
deepseek-v3.2
DeepSeek · MIT
1297±15.0
2.1K 票votes 1297.000 [1282.0, 1312.0] 12.00 · 不稳Volatile $0.27 / $0.40 163.8K
89 86 - 101
deepseek-v3.2-exp
DeepSeek · MIT
1278±21.0
1.2K 票votes 1278.000 [1257.0, 1299.0] 15.00 · 不稳Volatile $0.27 / $0.41 163.8K
90 87 - 100
minimax-m2
MiniMax · Apache 2.0
1276±17.0
2.0K 票votes 1276.000 [1259.0, 1293.0] 13.00 · 不稳Volatile $0.26 / $1.02 204.8K
91 86 - 104
mimo-v2-flash (thinking)
小米 · MIT
1268±34.0
402 票votes 1268.000 [1234.0, 1302.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
92 89 - 103
gemini-3.1-flash-lite-preview
Google · Proprietary
1261±13.0
3.2K 票votes 1261.000 [1248.0, 1274.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
93 89 - 103
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1258±13.0
3.2K 票votes 1258.000 [1245.0, 1271.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
94 86 - 107
trinity-large-thinking
· Apache 2.0
1256±44.0
283 票votes 1256.000 [1212.0, 1300.0] 21.00 · 不稳Volatile $0.22 / $0.85 262.1K
95 87 - 105
KAT-Coder-Pro-V1
· Proprietary
1254±32.0
523 票votes 1254.000 [1222.0, 1286.0] 18.00 · 不稳Volatile $0.21 / $0.83 256K
96 87 - 105
mistral-medium-3.5
Mistral · Modified MIT
1254±35.0
498 票votes 1254.000 [1219.0, 1289.0] 18.00 · 不稳Volatile $1.50 / $7.50 262.1K
97 87 - 107
gpt-5.1-codex-mini
OpenAI · Proprietary
1249±38.0
359 票votes 1249.000 [1211.0, 1287.0] 20.00 · 不稳Volatile $0.25 / $2 400K
98 89 - 105
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±21.0
1.4K 票votes 1239.000 [1218.0, 1260.0] 16.00 · 不稳Volatile $0.20 / $0.50 2M
99 88 - 108
grok-4.1-thinking
SpaceXAI · Proprietary
1233±43.0
296 票votes 1233.000 [1190.0, 1276.0] 20.00 · 不稳Volatile N/A N/A
100 89 - 108
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1232±37.0
356 票votes 1232.000 [1195.0, 1269.0] 19.00 · 不稳Volatile $0.14 / $1 262.1K
101 90 - 108
gemini-2.5-pro
Google · Proprietary
1230±27.0
752 票votes 1230.000 [1203.0, 1257.0] 18.00 · 不稳Volatile $1.25 / $10 1M
102 91 - 108
mistral-large-3
Mistral · Apache 2.0
1210±46.0
236 票votes 1210.000 [1164.0, 1256.0] 17.00 · 不稳Volatile $0.50 / $1.50 N/A
103 91 - 108
mercury-2
Inception AI · Proprietary
1196±55.0
213 票votes 1196.000 [1141.0, 1251.0] 17.00 · 不稳Volatile $0.25 / $0.75 128K
104 93 - 108
qwen3.5-flash
阿里巴巴 · Proprietary
1193±44.0
282 票votes 1193.000 [1149.0, 1237.0] 15.00 · 不稳Volatile N/A N/A
105 94 - 108
granite-4.1-8b
IBM · Apache 2.0
1188±41.0
389 票votes 1188.000 [1147.0, 1229.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
106 97 - 108
devstral-2
Mistral · Modified MIT
1168±43.0
275 票votes 1168.000 [1125.0, 1211.0] 11.00 · 波动Unstable N/A N/A
107 97 - 108
grok-4-fast-reasoning
SpaceXAI · Proprietary
1162±52.0
186 票votes 1162.000 [1110.0, 1214.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
108 99 - 109
grok-code-fast-1
SpaceXAI · Proprietary
1150±56.0
212 票votes 1150.000 [1094.0, 1206.0] 10.00 · 波动Unstable $0.20 / $1.50 N/A
109 108 - 109
devstral-medium-2507
Mistral · Proprietary
1039±64.0
247 票votes 1039.000 [975.0, 1103.0] 1.00 · 稳定Stable $0.40 / $2 128K
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