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
1627±34.0
392 票votes 1627.000 [1593.0, 1661.0] 2.00 · 稳定Stable $5 / $25 1M
🥈 1 - 5
claude-opus-5-high
Anthropic · Proprietary
1596±25.0
674 票votes 1596.000 [1571.0, 1621.0] 4.00 · 稳定Stable $5 / $25 1M
🥉 1 - 5
kimi-k3-max
月之暗面 · Kimi K3 license
1594±23.0
894 票votes 1594.000 [1571.0, 1617.0] 4.00 · 稳定Stable $3 / $15 1M
4 2 - 7
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1561±18.0
1.3K 票votes 1561.000 [1543.0, 1579.0] 5.00 · 波动Unstable $5 / $30 1.1M
5 2 - 9
claude-fable-5
Anthropic · Proprietary
1556±17.0
1.4K 票votes 1556.000 [1539.0, 1573.0] 7.00 · 波动Unstable $10 / $50 1M
6 4 - 11
glm-5.2-max
智谱 ZAI · MIT
1544±16.0
1.7K 票votes 1544.000 [1528.0, 1560.0] 7.00 · 波动Unstable $1.40 / $4.40 1M
7 4 - 22
muse-spark-1.1
Meta · Proprietary
1533±21.0Preliminary
921 票votes 1533.000 [1512.0, 1554.0] 18.00 · 不稳Volatile $1.25 / $4.25 N/A
8 5 - 19
claude-opus-4-7-thinking
Anthropic · Proprietary
1530±11.0
3.5K 票votes 1530.000 [1519.0, 1541.0] 14.00 · 不稳Volatile $5 / $25 1M
9 6 - 22
claude-opus-4-7
Anthropic · Proprietary
1526±12.0
3.1K 票votes 1526.000 [1514.0, 1538.0] 16.00 · 不稳Volatile $5 / $25 1M
10 5 - 22
claude-opus-4-8-thinking
Anthropic · Proprietary
1526±13.0
2.7K 票votes 1526.000 [1513.0, 1539.0] 17.00 · 不稳Volatile $5 / $25 1M
11 7 - 24
claude-sonnet-4-6
Anthropic · Proprietary
1517±10.0
4.7K 票votes 1517.000 [1507.0, 1527.0] 17.00 · 不稳Volatile $3 / $15 1M
12 7 - 24
claude-opus-4-6-thinking
Anthropic · Proprietary
1517±11.0
3.9K 票votes 1517.000 [1506.0, 1528.0] 17.00 · 不稳Volatile $5 / $25 1M
13 6 - 27
grok-4.5
SpaceXAI · Proprietary
1515±20.0
961 票votes 1515.000 [1495.0, 1535.0] 21.00 · 不稳Volatile $2 / $6 500K
14 7 - 24
claude-opus-4-6
Anthropic · Proprietary
1515±10.0
4.2K 票votes 1515.000 [1505.0, 1525.0] 17.00 · 不稳Volatile $5 / $25 1M
15 7 - 28
seed-2.1-pro-preview
字节跳动 · Proprietary
1510±18.0Preliminary
1.3K 票votes 1510.000 [1492.0, 1528.0] 21.00 · 不稳Volatile N/A N/A
16 7 - 28
glm-5.1
智谱 ZAI · MIT
1505±15.0
1.9K 票votes 1505.000 [1490.0, 1520.0] 21.00 · 不稳Volatile $1.40 / $4.40 202.8K
17 8 - 28
claude-opus-4-8
Anthropic · Proprietary
1503±14.0
2.0K 票votes 1503.000 [1489.0, 1517.0] 20.00 · 不稳Volatile $5 / $25 1M
18 7 - 29
gpt-5.6-terra-xhigh (codex-harness)
OpenAI · Proprietary
1502±23.0
698 票votes 1502.000 [1479.0, 1525.0] 22.00 · 不稳Volatile $2 / $12 1M
19 7 - 29
gpt-5.6-luna-xhigh (codex-harness)
OpenAI · Proprietary
1500±23.0
727 票votes 1500.000 [1477.0, 1523.0] 22.00 · 不稳Volatile $0.20 / $1.20 1M
20 8 - 29
claude-sonnet-5-high
Anthropic · Proprietary
1497±20.0
984 票votes 1497.000 [1477.0, 1517.0] 21.00 · 不稳Volatile $2 / $10 1M
21 11 - 29
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1497±14.0
2.1K 票votes 1497.000 [1483.0, 1511.0] 18.00 · 不稳Volatile $1.48 / $4.42 1M
22 11 - 29
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1496±15.0
2.4K 票votes 1496.000 [1481.0, 1511.0] 18.00 · 不稳Volatile $5 / $25 200K
23 7 - 34
gemini-3.6-flash
Google · Proprietary
1495±24.0Preliminary
665 票votes 1495.000 [1471.0, 1519.0] 27.00 · 不稳Volatile $1.50 / $7.50 1M
24 14 - 29
kimi-k2.6
月之暗面 · Modified MIT
1490±12.0
2.8K 票votes 1490.000 [1478.0, 1502.0] 15.00 · 不稳Volatile $0.95 / $4 262.1K
25 14 - 33
minimax-m3
MiniMax · MiniMax Community License
1485±13.0
2.3K 票votes 1485.000 [1472.0, 1498.0] 19.00 · 不稳Volatile $0.60 / $2.40 N/A
26 8 - 43
hy3
腾讯 · Apache 2.0
1482±37.0
283 票votes 1482.000 [1445.0, 1519.0] 35.00 · 不稳Volatile $0.13 / $0.53 262.1K
27 14 - 40
qwen3.6-max-preview
阿里巴巴 · Proprietary
1473±23.0
695 票votes 1473.000 [1450.0, 1496.0] 26.00 · 不稳Volatile $1.03 / $6.16 262.1K
28 18 - 37
gemini-3.5-flash-medium
Google · Proprietary
1472±15.0
1.8K 票votes 1472.000 [1457.0, 1487.0] 19.00 · 不稳Volatile $1.50 / $9 1M
29 15 - 43
gemini-3.5-flash
Google · Proprietary
1469±25.0
670 票votes 1469.000 [1444.0, 1494.0] 28.00 · 不稳Volatile $1.50 / $9 1M
30 24 - 40
mimo-v2.5-pro
小米 · MIT
1463±11.0
3.1K 票votes 1463.000 [1452.0, 1474.0] 16.00 · 不稳Volatile $0.43 / $0.87 1.1M
31 24 - 40
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1461±12.0
3.0K 票votes 1461.000 [1449.0, 1473.0] 16.00 · 不稳Volatile $5 / $30 N/A
32 24 - 40
deepseek-v4-pro-high-preview
DeepSeek · MIT
1459±12.0
2.8K 票votes 1459.000 [1447.0, 1471.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
33 24 - 47
kimi-k2.7-code
月之暗面 · Modified MIT
1453±19.0
1.1K 票votes 1453.000 [1434.0, 1472.0] 23.00 · 不稳Volatile $0.73 / $3.50 262.1K
34 26 - 44
qwen3.6-plus
阿里巴巴 · Proprietary
1451±10.0
4.0K 票votes 1451.000 [1441.0, 1461.0] 18.00 · 不稳Volatile $0.33 / $1.95 1M
35 26 - 47
claude-opus-4-5-20251101
Anthropic · Proprietary
1447±13.0
2.9K 票votes 1447.000 [1434.0, 1460.0] 21.00 · 不稳Volatile $5 / $25 200K
36 27 - 47
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1445±11.0
3.8K 票votes 1445.000 [1434.0, 1456.0] 20.00 · 不稳Volatile N/A N/A
37 27 - 49
mimo-v2.5
小米 · MIT
1442±12.0
2.7K 票votes 1442.000 [1430.0, 1454.0] 22.00 · 不稳Volatile $0.14 / $0.28 1.1M
38 31 - 50
deepseek-v4-pro
DeepSeek · MIT
1436±11.0
3.5K 票votes 1436.000 [1425.0, 1447.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
39 31 - 52
mimo-v2-pro
小米 · Proprietary
1433±14.0
2.0K 票votes 1433.000 [1419.0, 1447.0] 21.00 · 不稳Volatile $1 / $3 1M
40 26 - 64
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1431±37.0
320 票votes 1431.000 [1394.0, 1468.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
41 33 - 57
glm-5
智谱 ZAI · MIT
1427±16.0
1.6K 票votes 1427.000 [1411.0, 1443.0] 24.00 · 不稳Volatile $1 / $3.20 202.8K
42 34 - 53
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±11.0
3.1K 票votes 1427.000 [1416.0, 1438.0] 19.00 · 不稳Volatile N/A N/A
43 34 - 57
deepseek-v4-flash-high-preview
DeepSeek · MIT
1423±13.0
2.5K 票votes 1423.000 [1410.0, 1436.0] 23.00 · 不稳Volatile $0.14 / $0.28 1M
44 25 - 70
gpt-5.2
OpenAI · Proprietary
1422±49.0
206 票votes 1422.000 [1373.0, 1471.0] 45.00 · 不稳Volatile $1.75 / $14 400K
45 37 - 57
kimi-k2.5-thinking
月之暗面 · Modified MIT
1422±10.0
3.9K 票votes 1422.000 [1412.0, 1432.0] 20.00 · 不稳Volatile $0.60 / $3 N/A
46 27 - 65
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1420±34.0
345 票votes 1420.000 [1386.0, 1454.0] 38.00 · 不稳Volatile $2.50 / $15 1.1M
47 31 - 64
glm-4.7
智谱 ZAI · MIT
1420±25.0
682 票votes 1420.000 [1395.0, 1445.0] 33.00 · 不稳Volatile $0.40 / $1.75 204.8K
48 37 - 59
gemini-3-pro
Google · Proprietary
1419±14.0
2.6K 票votes 1419.000 [1405.0, 1433.0] 22.00 · 不稳Volatile $2 / $12 1M
49 38 - 64
gemini-3-flash
Google · Proprietary
1412±15.0
2.2K 票votes 1412.000 [1397.0, 1427.0] 26.00 · 不稳Volatile $0.50 / $3 1M
50 34 - 70
gpt-5.4
OpenAI · Proprietary
1407±31.0
386 票votes 1407.000 [1376.0, 1438.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
51 41 - 64
gemini-3.1-pro-preview
Google · Proprietary
1405±9.0
5.5K 票votes 1405.000 [1396.0, 1414.0] 23.00 · 不稳Volatile $2 / $12 1M
52 39 - 67
inkling
Thinky · Apache 2.0
1403±22.0
817 票votes 1403.000 [1381.0, 1425.0] 28.00 · 不稳Volatile $1 / $4.05 1M
53 41 - 65
minimax-m2.7
MiniMax · Modified MIT
1402±12.0
2.9K 票votes 1402.000 [1390.0, 1414.0] 24.00 · 不稳Volatile $0.25 / $1 204.8K
54 39 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1399±25.0
691 票votes 1399.000 [1374.0, 1424.0] 31.00 · 不稳Volatile $1.75 / $14 400K
55 44 - 65
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1396±10.0
4.2K 票votes 1396.000 [1386.0, 1406.0] 21.00 · 不稳Volatile $0.39 / $2.34 262.1K
56 44 - 68
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1395±14.0
2.6K 票votes 1395.000 [1381.0, 1409.0] 24.00 · 不稳Volatile $3 / $15 200K
57 45 - 68
gpt-5.4-mini-high
OpenAI · Proprietary
1390±12.0
2.9K 票votes 1390.000 [1378.0, 1402.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
58 41 - 75
gpt-5.1-medium
OpenAI · Proprietary
1388±24.0
859 票votes 1388.000 [1364.0, 1412.0] 34.00 · 不稳Volatile $1.25 / $10 400K
59 45 - 70
minimax-m2.5
MiniMax · Modified MIT
1387±15.0
1.9K 票votes 1387.000 [1372.0, 1402.0] 25.00 · 不稳Volatile $0.15 / $0.90 204.8K
60 45 - 70
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±13.0
3.1K 票votes 1387.000 [1374.0, 1400.0] 25.00 · 不稳Volatile $3 / $15 200K
61 45 - 74
minimax-m2.1-preview
MiniMax · MIT
1385±18.0
1.5K 票votes 1385.000 [1367.0, 1403.0] 29.00 · 不稳Volatile $0.30 / $1.20 204.8K
62 41 - 78
glm-5v-turbo
智谱 ZAI · Proprietary
1383±30.0
434 票votes 1383.000 [1353.0, 1413.0] 37.00 · 不稳Volatile $1.20 / $4 202.8K
63 45 - 77
deepseek-v3.2-thinking
DeepSeek · MIT
1381±18.0
1.3K 票votes 1381.000 [1363.0, 1399.0] 32.00 · 不稳Volatile $0.27 / $0.40 163.8K
64 40 - 81
gpt-5-medium
OpenAI · Proprietary
1380±36.0
435 票votes 1380.000 [1344.0, 1416.0] 41.00 · 不稳Volatile $1.25 / $10 400K
65 49 - 80
claude-opus-4-1-20250805
Anthropic · Proprietary
1369±21.0
1.1K 票votes 1369.000 [1348.0, 1390.0] 31.00 · 不稳Volatile $15 / $75 200K
66 52 - 82
kimi-k2.5-instant
月之暗面 · Modified MIT
1361±24.0
750 票votes 1361.000 [1337.0, 1385.0] 30.00 · 不稳Volatile $0.57 / $2.85 262.1K
67 60 - 78
gemini-3-flash (thinking-minimal)
Google · Proprietary
1361±9.0
5.4K 票votes 1361.000 [1352.0, 1370.0] 18.00 · 不稳Volatile $0.50 / $3 1M
68 53 - 81
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1361±21.0
957 票votes 1361.000 [1340.0, 1382.0] 28.00 · 不稳Volatile $1.75 / $14 400K
69 52 - 83
gpt-5.1-codex
OpenAI · Proprietary
1360±25.0
831 票votes 1360.000 [1335.0, 1385.0] 31.00 · 不稳Volatile $1.25 / $10 400K
70 55 - 81
laguna-m.1
Poolside · Apache 2.0
1359±19.0
1.2K 票votes 1359.000 [1340.0, 1378.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
71 60 - 80
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1358±10.0
4.2K 票votes 1358.000 [1348.0, 1368.0] 20.00 · 不稳Volatile $2 / $6 2M
72 60 - 81
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±14.0
2.0K 票votes 1357.000 [1343.0, 1371.0] 21.00 · 不稳Volatile $0.20 / $1.56 262.1K
73 60 - 81
gpt-5.1
OpenAI · Proprietary
1356±16.0
2.0K 票votes 1356.000 [1340.0, 1372.0] 21.00 · 不稳Volatile $1.25 / $10 400K
74 61 - 84
gpt-5.2-codex
OpenAI · Proprietary
1350±17.0
1.6K 票votes 1350.000 [1333.0, 1367.0] 23.00 · 不稳Volatile $1.75 / $14 400K
75 62 - 83
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1350±14.0
2.1K 票votes 1350.000 [1336.0, 1364.0] 21.00 · 不稳Volatile $0.26 / $2.08 262.1K
76 55 - 89
gemma-4-26b-a4b
Google · Apache 2.0
1344±33.0
354 票votes 1344.000 [1311.0, 1377.0] 34.00 · 不稳Volatile N/A N/A
77 62 - 89
glm-4.6
智谱 ZAI · MIT
1342±22.0
1.1K 票votes 1342.000 [1320.0, 1364.0] 27.00 · 不稳Volatile $0.50 / $2 204.8K
78 65 - 87
grok-4.3
SpaceXAI · Proprietary
1340±12.0
2.8K 票votes 1340.000 [1328.0, 1352.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
79 67 - 87
claude-haiku-4-5-20251001
Anthropic · Proprietary
1338±9.0
5.6K 票votes 1338.000 [1329.0, 1347.0] 20.00 · 不稳Volatile $1 / $5 200K
80 65 - 89
gemma-4-31b
Google · Apache 2.0
1334±18.0
1.4K 票votes 1334.000 [1316.0, 1352.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
81 63 - 90
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1330±32.0
388 票votes 1330.000 [1298.0, 1362.0] 27.00 · 不稳Volatile N/A N/A
82 75 - 89
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1321±13.0
2.6K 票votes 1321.000 [1308.0, 1334.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
83 72 - 90
minimax-m2
MiniMax · Apache 2.0
1318±21.0
1.1K 票votes 1318.000 [1297.0, 1339.0] 18.00 · 不稳Volatile $0.26 / $1.02 204.8K
84 73 - 90
mimo-v2-flash (non-thinking)
小米 · MIT
1317±19.0
1.2K 票votes 1317.000 [1298.0, 1336.0] 17.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 76 - 89
deepseek-v3.2
DeepSeek · MIT
1317±15.0
2.0K 票votes 1317.000 [1302.0, 1332.0] 13.00 · 不稳Volatile $0.27 / $0.40 163.8K
86 78 - 94
laguna-xs.2
Poolside · Apache 2.0
1300±21.0
1.0K 票votes 1300.000 [1279.0, 1321.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
87 78 - 100
mimo-v2-flash (thinking)
小米 · MIT
1293±33.0
380 票votes 1293.000 [1260.0, 1326.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
88 76 - 102
KAT-Coder-Pro-V1
· Proprietary
1284±50.0
239 票votes 1284.000 [1234.0, 1334.0] 26.00 · 不稳Volatile $0.21 / $0.83 256K
89 76 - 102
mistral-large-3
Mistral · Apache 2.0
1275±57.0
153 票votes 1275.000 [1218.0, 1332.0] 26.00 · 不稳Volatile $0.50 / $1.50 N/A
90 86 - 100
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1272±14.0
2.5K 票votes 1272.000 [1258.0, 1286.0] 14.00 · 不稳Volatile $0.40 / $1.60 262.1K
91 86 - 102
deepseek-v3.2-exp
DeepSeek · MIT
1260±30.0
588 票votes 1260.000 [1230.0, 1290.0] 16.00 · 不稳Volatile $0.27 / $0.41 163.8K
92 86 - 102
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1258±32.0
413 票votes 1258.000 [1226.0, 1290.0] 16.00 · 不稳Volatile $0.14 / $1 262.1K
93 86 - 102
mistral-medium-3.5
Mistral · Modified MIT
1254±28.0
605 票votes 1254.000 [1226.0, 1282.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
94 83 - 105
grok-4.1-thinking
SpaceXAI · Proprietary
1240±61.0
148 票votes 1240.000 [1179.0, 1301.0] 22.00 · 不稳Volatile N/A N/A
95 89 - 102
gemini-3.1-flash-lite-preview
Google · Proprietary
1240±12.0
3.8K 票votes 1240.000 [1228.0, 1252.0] 13.00 · 不稳Volatile $0.25 / $1.50 1M
96 87 - 104
trinity-large-thinking
· Apache 2.0
1236±36.0
373 票votes 1236.000 [1200.0, 1272.0] 17.00 · 不稳Volatile $0.22 / $0.85 262.1K
97 89 - 102
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±21.0
1.1K 票votes 1234.000 [1213.0, 1255.0] 13.00 · 不稳Volatile $0.20 / $0.50 2M
98 87 - 104
qwen3.5-flash
阿里巴巴 · Proprietary
1226±35.0
384 票votes 1226.000 [1191.0, 1261.0] 17.00 · 不稳Volatile N/A N/A
99 87 - 105
devstral-2
Mistral · Modified MIT
1221±42.0
251 票votes 1221.000 [1179.0, 1263.0] 18.00 · 不稳Volatile N/A N/A
100 87 - 105
gpt-5.1-codex-mini
OpenAI · Proprietary
1216±57.0
169 票votes 1216.000 [1159.0, 1273.0] 18.00 · 不稳Volatile $0.25 / $2 400K
101 87 - 105
grok-code-fast-1
SpaceXAI · Proprietary
1211±65.0
125 票votes 1211.000 [1146.0, 1276.0] 18.00 · 不稳Volatile $0.20 / $1.50 N/A
102 87 - 105
grok-4-fast-reasoning
SpaceXAI · Proprietary
1206±57.0
146 票votes 1206.000 [1149.0, 1263.0] 18.00 · 不稳Volatile $0.20 / $0.50 2M
103 96 - 105
granite-4.1-8b
IBM · Apache 2.0
1168±37.0
427 票votes 1168.000 [1131.0, 1205.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
104 96 - 105
gemini-2.5-pro
Google · Proprietary
1161±40.0
424 票votes 1161.000 [1121.0, 1201.0] 9.00 · 波动Unstable $1.25 / $10 1M
105 98 - 106
mercury-2
Inception AI · Proprietary
1143±49.0
233 票votes 1143.000 [1094.0, 1192.0] 8.00 · 波动Unstable $0.25 / $0.75 128K
106 105 - 106
devstral-medium-2507
Mistral · Proprietary
1009±101.0
109 票votes 1009.000 [908.0, 1110.0] 1.00 · 稳定Stable $0.40 / $2 128K
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