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
1637±44.0Preliminary
225 votes 1637.000 [1593.0, 1681.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1604±24.0Preliminary
815 votes 1604.000 [1580.0, 1628.0] 3.00 · 稳定Stable $3 / $15 1M
🥉 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1604±29.0
488 votes 1604.000 [1575.0, 1633.0] 4.00 · 稳定Stable $5 / $25 1M
4 2 - 7
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1564±19.0
1.2K votes 1564.000 [1545.0, 1583.0] 5.00 · 波动Unstable $5 / $30 1.1M
5 3 - 10
claude-fable-5
Anthropic · Proprietary
1556±18.0
1.3K votes 1556.000 [1538.0, 1574.0] 7.00 · 波动Unstable $5 / $25 1M
6 4 - 11
glm-5.2-max
智谱 ZAI · MIT
1545±16.0
1.6K votes 1545.000 [1529.0, 1561.0] 7.00 · 波动Unstable $1.40 / $4.40 1M
7 4 - 19
muse-spark-1.1
Meta · Proprietary
1532±22.0Preliminary
850 votes 1532.000 [1510.0, 1554.0] 15.00 · 不稳Volatile $1.25 / $4.25 N/A
8 5 - 19
claude-opus-4-7-thinking
Anthropic · Proprietary
1528±11.0
3.4K votes 1528.000 [1517.0, 1539.0] 14.00 · 不稳Volatile $2.50 / $12.50 1M
9 5 - 19
claude-opus-4-8-thinking
Anthropic · Proprietary
1528±13.0
2.6K votes 1528.000 [1515.0, 1541.0] 14.00 · 不稳Volatile $2.50 / $12.50 1M
10 5 - 19
claude-opus-4-7
Anthropic · Proprietary
1527±12.0
3.0K votes 1527.000 [1515.0, 1539.0] 14.00 · 不稳Volatile $5 / $25 1M
11 7 - 22
claude-sonnet-4-6
Anthropic · Proprietary
1517±10.0
4.7K votes 1517.000 [1507.0, 1527.0] 15.00 · 不稳Volatile $3 / $15 1M
12 6 - 25
grok-4.5
SpaceXAI · Proprietary
1517±21.0
887 votes 1517.000 [1496.0, 1538.0] 19.00 · 不稳Volatile $2 / $6 500K
13 7 - 22
claude-opus-4-6-thinking
Anthropic · Proprietary
1516±11.0
3.8K votes 1516.000 [1505.0, 1527.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
14 7 - 22
claude-opus-4-6
Anthropic · Proprietary
1515±10.0
4.2K votes 1515.000 [1505.0, 1525.0] 15.00 · 不稳Volatile $2.50 / $12.50 1M
15 7 - 26
seed-2.1-pro-preview
字节跳动 · Proprietary
1509±18.0Preliminary
1.2K votes 1509.000 [1491.0, 1527.0] 19.00 · 不稳Volatile N/A N/A
16 7 - 26
glm-5.1
智谱 ZAI · MIT
1507±15.0
1.8K votes 1507.000 [1492.0, 1522.0] 19.00 · 不稳Volatile $1.40 / $4.40 202.8K
17 7 - 26
claude-opus-4-8
Anthropic · Proprietary
1504±14.0
1.9K votes 1504.000 [1490.0, 1518.0] 19.00 · 不稳Volatile $2.50 / $12.50 1M
18 7 - 27
claude-sonnet-5-high
Anthropic · Proprietary
1499±21.0
917 votes 1499.000 [1478.0, 1520.0] 20.00 · 不稳Volatile $1 / $5 1M
19 11 - 27
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1496±14.0Preliminary
2.0K votes 1496.000 [1482.0, 1510.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
20 11 - 27
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1496±15.0
2.4K votes 1496.000 [1481.0, 1511.0] 16.00 · 不稳Volatile $5 / $25 200K
21 14 - 27
kimi-k2.6
月之暗面 · Modified MIT
1490±12.0
2.8K votes 1490.000 [1478.0, 1502.0] 13.00 · 不稳Volatile $0.95 / $4 262.1K
22 14 - 32
minimax-m3
MiniMax · MiniMax Community License
1484±14.0
2.2K votes 1484.000 [1470.0, 1498.0] 18.00 · 不稳Volatile $0.60 / $2.40 N/A
23 11 - 35
gemini-3.6-flash
Google · Proprietary
1484±26.0Preliminary
573 votes 1484.000 [1458.0, 1510.0] 24.00 · 不稳Volatile $0.75 / $3.75 1M
24 7 - 41
hy3
腾讯 · Apache 2.0
1481±37.0
282 votes 1481.000 [1444.0, 1518.0] 34.00 · 不稳Volatile $0.13 / $0.53 262.1K
25 14 - 38
qwen3.6-max-preview
阿里巴巴 · Proprietary
1473±23.0
695 votes 1473.000 [1450.0, 1496.0] 24.00 · 不稳Volatile $1.04 / $6.24 262.1K
26 18 - 36
gemini-3.5-flash-medium
Google · Proprietary
1472±15.0
1.7K votes 1472.000 [1457.0, 1487.0] 18.00 · 不稳Volatile $0.75 / $4.50 1M
27 15 - 41
gemini-3.5-flash
Google · Proprietary
1469±25.0
670 votes 1469.000 [1444.0, 1494.0] 26.00 · 不稳Volatile $0.75 / $4.50 1M
28 22 - 38
mimo-v2.5-pro
小米 · MIT
1465±12.0
3.1K votes 1465.000 [1453.0, 1477.0] 16.00 · 不稳Volatile $0.43 / $0.87 1.1M
29 22 - 39
deepseek-v4-pro-thinking
DeepSeek · MIT
1460±12.0
2.7K votes 1460.000 [1448.0, 1472.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
30 22 - 39
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1459±12.0
2.9K votes 1459.000 [1447.0, 1471.0] 17.00 · 不稳Volatile $5 / $30 N/A
31 22 - 45
kimi-k2.7-code
月之暗面 · Modified MIT
1453±19.0
1.1K votes 1453.000 [1434.0, 1472.0] 23.00 · 不稳Volatile $0.73 / $3.50 262.1K
32 23 - 43
qwen3.6-plus
阿里巴巴 · Proprietary
1450±10.0
3.9K votes 1450.000 [1440.0, 1460.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
33 23 - 45
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±13.0
2.9K votes 1447.000 [1434.0, 1460.0] 22.00 · 不稳Volatile $5 / $25 200K
34 24 - 44
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1446±11.0
3.7K votes 1446.000 [1435.0, 1457.0] 20.00 · 不稳Volatile N/A N/A
35 25 - 47
mimo-v2.5
小米 · MIT
1444±13.0
2.7K votes 1444.000 [1431.0, 1457.0] 22.00 · 不稳Volatile $0.14 / $0.28 1.1M
36 27 - 48
deepseek-v4-pro
DeepSeek · MIT
1436±11.0
3.4K votes 1436.000 [1425.0, 1447.0] 21.00 · 不稳Volatile $0.43 / $0.87 1M
37 29 - 49
mimo-v2-pro
小米 · Proprietary
1433±14.0
2.0K votes 1433.000 [1419.0, 1447.0] 20.00 · 不稳Volatile $1 / $3 1M
38 23 - 61
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1431±37.0
320 votes 1431.000 [1394.0, 1468.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
39 31 - 54
glm-5
智谱 ZAI · MIT
1427±16.0
1.6K votes 1427.000 [1411.0, 1443.0] 23.00 · 不稳Volatile $1 / $3.20 202.8K
40 32 - 50
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±12.0
3.0K votes 1427.000 [1415.0, 1439.0] 18.00 · 不稳Volatile N/A N/A
41 22 - 67
gpt-5.2
OpenAI · Proprietary
1422±49.0
206 votes 1422.000 [1373.0, 1471.0] 45.00 · 不稳Volatile $0.88 / $7 400K
42 35 - 54
kimi-k2.5-thinking
月之暗面 · Modified MIT
1421±10.0
3.8K votes 1421.000 [1411.0, 1431.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
43 25 - 63
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1420±34.0
345 votes 1420.000 [1386.0, 1454.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
44 29 - 61
glm-4.7
智谱 ZAI · MIT
1420±25.0
682 votes 1420.000 [1395.0, 1445.0] 32.00 · 不稳Volatile $0.40 / $1.75 204.8K
45 35 - 56
gemini-3-pro
Google · Proprietary
1419±14.0
2.6K votes 1419.000 [1405.0, 1433.0] 21.00 · 不稳Volatile $2 / $12 1M
46 36 - 61
gemini-3-flash
Google · Proprietary
1412±15.0
2.2K votes 1412.000 [1397.0, 1427.0] 25.00 · 不稳Volatile $0.50 / $3 1M
47 33 - 62
inkling
Thinky · Apache 2.0
1411±23.0
737 votes 1411.000 [1388.0, 1434.0] 29.00 · 不稳Volatile $1 / $4.05 1M
48 31 - 67
gpt-5.4
OpenAI · Proprietary
1408±32.0
362 votes 1408.000 [1376.0, 1440.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
49 39 - 61
gemini-3.1-pro-preview
Google · Proprietary
1405±9.0
5.4K votes 1405.000 [1396.0, 1414.0] 22.00 · 不稳Volatile $1 / $6 1M
50 39 - 62
minimax-m2.7
MiniMax · Modified MIT
1402±12.0
2.8K votes 1402.000 [1390.0, 1414.0] 23.00 · 不稳Volatile $0.25 / $1 204.8K
51 37 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1399±25.0
691 votes 1399.000 [1374.0, 1424.0] 30.00 · 不稳Volatile $1.75 / $14 400K
52 41 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±10.0
4.2K votes 1396.000 [1386.0, 1406.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 41 - 65
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1395±14.0
2.6K votes 1395.000 [1381.0, 1409.0] 24.00 · 不稳Volatile $3 / $15 200K
54 42 - 65
gpt-5.4-mini-high
OpenAI · Proprietary
1390±12.0
2.9K votes 1390.000 [1378.0, 1402.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
55 39 - 72
gpt-5.1-medium
OpenAI · Proprietary
1388±24.0
859 votes 1388.000 [1364.0, 1412.0] 33.00 · 不稳Volatile $0.63 / $5 400K
56 42 - 67
minimax-m2.5
MiniMax · Modified MIT
1387±15.0
1.9K votes 1387.000 [1372.0, 1402.0] 25.00 · 不稳Volatile $0.15 / $0.90 204.8K
57 42 - 67
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±13.0
3.1K votes 1387.000 [1374.0, 1400.0] 25.00 · 不稳Volatile $3 / $15 200K
58 42 - 71
minimax-m2.1-preview
MiniMax · MIT
1385±18.0
1.5K votes 1385.000 [1367.0, 1403.0] 29.00 · 不稳Volatile $0.30 / $1.20 204.8K
59 39 - 75
glm-5v-turbo
智谱 ZAI · Proprietary
1384±30.0
434 votes 1384.000 [1354.0, 1414.0] 36.00 · 不稳Volatile $1.20 / $4 202.8K
60 42 - 74
deepseek-v3.2-thinking
DeepSeek · MIT
1381±18.0
1.3K votes 1381.000 [1363.0, 1399.0] 32.00 · 不稳Volatile $0.27 / $0.40 163.8K
61 38 - 78
gpt-5-medium
OpenAI · Proprietary
1380±36.0
434 votes 1380.000 [1344.0, 1416.0] 40.00 · 不稳Volatile $0.63 / $5 400K
62 46 - 77
claude-opus-4-1-20250805
Anthropic · Proprietary
1369±21.0
1.1K votes 1369.000 [1348.0, 1390.0] 31.00 · 不稳Volatile $15 / $75 200K
63 49 - 79
kimi-k2.5-instant
月之暗面 · Modified MIT
1362±24.0
749 votes 1362.000 [1338.0, 1386.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
64 57 - 76
gemini-3-flash (thinking-minimal)
Google · Proprietary
1362±9.0
5.4K votes 1362.000 [1353.0, 1371.0] 19.00 · 不稳Volatile $0.50 / $3 1M
65 50 - 78
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±21.0
957 votes 1361.000 [1340.0, 1382.0] 28.00 · 不稳Volatile $1.75 / $14 400K
66 50 - 80
gpt-5.1-codex
OpenAI · Proprietary
1360±25.0
831 votes 1360.000 [1335.0, 1385.0] 30.00 · 不稳Volatile $1.25 / $10 400K
67 52 - 78
laguna-m.1
Poolside · Apache 2.0
1359±19.0
1.2K votes 1359.000 [1340.0, 1378.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
68 57 - 77
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1358±10.0
4.2K votes 1358.000 [1348.0, 1368.0] 20.00 · 不稳Volatile $2 / $6 2M
69 57 - 78
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±14.0
2.0K votes 1357.000 [1343.0, 1371.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
70 57 - 78
gpt-5.1
OpenAI · Proprietary
1356±16.0
2.0K votes 1356.000 [1340.0, 1372.0] 21.00 · 不稳Volatile $0.63 / $5 400K
71 58 - 80
gpt-5.2-codex
OpenAI · Proprietary
1351±17.0
1.6K votes 1351.000 [1334.0, 1368.0] 22.00 · 不稳Volatile $1.75 / $14 400K
72 59 - 80
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1350±14.0
2.1K votes 1350.000 [1336.0, 1364.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
73 52 - 86
gemma-4-26b-a4b
Google · Apache 2.0
1344±33.0
354 votes 1344.000 [1311.0, 1377.0] 34.00 · 不稳Volatile N/A N/A
74 59 - 86
glm-4.6
智谱 ZAI · MIT
1342±22.0
1.1K votes 1342.000 [1320.0, 1364.0] 27.00 · 不稳Volatile $0.50 / $2 204.8K
75 61 - 84
grok-4.3
SpaceXAI · Proprietary
1340±13.0
2.7K votes 1340.000 [1327.0, 1353.0] 23.00 · 不稳Volatile $1.25 / $2.50 1M
76 64 - 84
claude-haiku-4-5-20251001
Anthropic · Proprietary
1338±9.0
5.6K votes 1338.000 [1329.0, 1347.0] 20.00 · 不稳Volatile $1 / $5 200K
77 62 - 86
gemma-4-31b
Google · Apache 2.0
1333±18.0
1.4K votes 1333.000 [1315.0, 1351.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
78 60 - 87
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1330±32.0
388 votes 1330.000 [1298.0, 1362.0] 27.00 · 不稳Volatile N/A N/A
79 73 - 86
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1320±13.0
2.6K votes 1320.000 [1307.0, 1333.0] 13.00 · 不稳Volatile $1.15 / $8 262.1K
80 69 - 87
minimax-m2
MiniMax · Apache 2.0
1318±21.0
1.1K votes 1318.000 [1297.0, 1339.0] 18.00 · 不稳Volatile $0.26 / $1.02 204.8K
81 70 - 87
mimo-v2-flash (non-thinking)
小米 · MIT
1317±19.0
1.2K votes 1317.000 [1298.0, 1336.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
82 73 - 86
deepseek-v3.2
DeepSeek · MIT
1317±15.0
2.0K votes 1317.000 [1302.0, 1332.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
83 75 - 91
laguna-xs.2
Poolside · Apache 2.0
1300±21.0
1.0K votes 1300.000 [1279.0, 1321.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
84 75 - 97
mimo-v2-flash (thinking)
小米 · MIT
1293±33.0
380 votes 1293.000 [1260.0, 1326.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 73 - 99
KAT-Coder-Pro-V1
· Proprietary
1284±50.0
239 votes 1284.000 [1234.0, 1334.0] 26.00 · 不稳Volatile $0.21 / $0.83 256K
86 73 - 99
mistral-large-3
Mistral · Apache 2.0
1275±57.0
153 votes 1275.000 [1218.0, 1332.0] 26.00 · 不稳Volatile $0.50 / $1.50 N/A
87 83 - 97
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±14.0
2.5K votes 1272.000 [1258.0, 1286.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
88 83 - 99
deepseek-v3.2-exp
DeepSeek · MIT
1260±30.0
588 votes 1260.000 [1230.0, 1290.0] 16.00 · 不稳Volatile $0.27 / $0.41 163.8K
89 83 - 99
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1258±32.0
413 votes 1258.000 [1226.0, 1290.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
90 83 - 99
mistral-medium-3.5
Mistral · Modified MIT
1254±28.0
605 votes 1254.000 [1226.0, 1282.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
91 80 - 102
grok-4.1-thinking
SpaceXAI · Proprietary
1241±61.0
148 votes 1241.000 [1180.0, 1302.0] 22.00 · 不稳Volatile N/A N/A
92 86 - 99
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±12.0
3.8K votes 1240.000 [1228.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
93 84 - 100
trinity-large-thinking
· Apache 2.0
1236±36.0
373 votes 1236.000 [1200.0, 1272.0] 16.00 · 不稳Volatile $0.22 / $0.85 262.1K
94 86 - 99
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±21.0
1.1K votes 1234.000 [1213.0, 1255.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
95 84 - 101
qwen3.5-flash
阿里巴巴 · Proprietary
1227±35.0
384 votes 1227.000 [1192.0, 1262.0] 17.00 · 不稳Volatile N/A N/A
96 84 - 102
devstral-2
Mistral · Modified MIT
1221±42.0
251 votes 1221.000 [1179.0, 1263.0] 18.00 · 不稳Volatile N/A N/A
97 84 - 102
gpt-5.1-codex-mini
OpenAI · Proprietary
1216±57.0
169 votes 1216.000 [1159.0, 1273.0] 18.00 · 不稳Volatile $0.25 / $2 400K
98 84 - 102
grok-code-fast-1
SpaceXAI · Proprietary
1211±65.0
125 votes 1211.000 [1146.0, 1276.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
99 84 - 102
grok-4-fast-reasoning
SpaceXAI · Proprietary
1206±57.0
146 votes 1206.000 [1149.0, 1263.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
100 93 - 102
granite-4.1-8b
IBM · Apache 2.0
1168±37.0
427 votes 1168.000 [1131.0, 1205.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
101 94 - 102
gemini-2.5-pro
Google · Proprietary
1161±40.0
424 votes 1161.000 [1121.0, 1201.0] 8.00 · 波动Unstable $0.63 / $5 1M
102 95 - 103
mercury-2
Inception AI · Proprietary
1143±49.0
233 votes 1143.000 [1094.0, 1192.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
103 102 - 103
devstral-medium-2507
Mistral · Proprietary
1009±101.0
109 votes 1009.000 [908.0, 1110.0] 1.00 · 稳定Stable $0.40 / $2 128K
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