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
kimi-k3
月之暗面 · Proprietary
1735±32.0Preliminary
627 票votes 1735.000 [1703.0, 1767.0] 0.00 · 稳定Stable $3 / $15 1M
🥈 2 - 3
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1664±24.0
920 票votes 1664.000 [1640.0, 1688.0] 1.00 · 稳定Stable $5 / $30 1.1M
🥉 2 - 3
claude-fable-5
Anthropic · Proprietary
1661±20.0
1.4K 票votes 1661.000 [1641.0, 1681.0] 1.00 · 稳定Stable $10 / $50 1M
4 4 - 12
claude-opus-4-7-thinking
Anthropic · Proprietary
1584±12.0
3.2K 票votes 1584.000 [1572.0, 1596.0] 8.00 · 波动Unstable $5 / $25 1M
5 4 - 13
glm-5.2 (max)
智谱 ZAI · MIT
1584±18.0
1.4K 票votes 1584.000 [1566.0, 1602.0] 9.00 · 波动Unstable $1.40 / $4.40 1M
6 4 - 13
claude-opus-4-7
Anthropic · Proprietary
1580±12.0
3.1K 票votes 1580.000 [1568.0, 1592.0] 9.00 · 波动Unstable $5 / $25 1M
7 4 - 14
claude-opus-4-8-thinking
Anthropic · Proprietary
1578±15.0
1.9K 票votes 1578.000 [1563.0, 1593.0] 10.00 · 波动Unstable $5 / $25 1M
8 4 - 20
grok-4.5
SpaceXAI · Proprietary
1570±30.0
470 票votes 1570.000 [1540.0, 1600.0] 16.00 · 不稳Volatile $2 / $6 500K
9 4 - 16
claude-opus-4-6-thinking
Anthropic · Proprietary
1567±11.0
3.6K 票votes 1567.000 [1556.0, 1578.0] 12.00 · 不稳Volatile $5 / $25 1M
10 4 - 21
muse-spark-1.1
Meta · Proprietary
1557±29.0Preliminary
527 票votes 1557.000 [1528.0, 1586.0] 17.00 · 不稳Volatile $1.25 / $4.25 N/A
11 5 - 20
claude-opus-4-8
Anthropic · Proprietary
1554±15.0
1.9K 票votes 1554.000 [1539.0, 1569.0] 15.00 · 不稳Volatile $5 / $25 1M
12 7 - 19
claude-opus-4-6
Anthropic · Proprietary
1554±11.0
4.0K 票votes 1554.000 [1543.0, 1565.0] 12.00 · 不稳Volatile $5 / $25 1M
13 4 - 23
gemini-3.6-flash
Google · Proprietary
1552±33.0Preliminary
422 票votes 1552.000 [1519.0, 1585.0] 19.00 · 不稳Volatile $1.50 / $7.50 1M
14 4 - 21
claude-sonnet-5-high
Anthropic · Proprietary
1552±25.0
716 票votes 1552.000 [1527.0, 1577.0] 17.00 · 不稳Volatile $2 / $10 1M
15 8 - 23
glm-5.1
智谱 ZAI · MIT
1539±17.0
1.6K 票votes 1539.000 [1522.0, 1556.0] 15.00 · 不稳Volatile $1.40 / $4.40 202.8K
16 9 - 23
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1535±15.0Preliminary
1.9K 票votes 1535.000 [1520.0, 1550.0] 14.00 · 不稳Volatile $1.48 / $4.42 1M
17 9 - 22
claude-sonnet-4-6
Anthropic · Proprietary
1535±10.0
4.5K 票votes 1535.000 [1525.0, 1545.0] 13.00 · 不稳Volatile $3 / $15 1M
18 9 - 24
seed-2.1-pro-preview
字节跳动 · Proprietary
1531±19.0Preliminary
1.2K 票votes 1531.000 [1512.0, 1550.0] 15.00 · 不稳Volatile N/A N/A
19 10 - 23
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1530±13.0
2.7K 票votes 1530.000 [1517.0, 1543.0] 13.00 · 不稳Volatile $5 / $30 N/A
20 12 - 25
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1522±14.0
3.0K 票votes 1522.000 [1508.0, 1536.0] 13.00 · 不稳Volatile $5 / $25 200K
21 8 - 33
hy3
腾讯 · Apache 2.0
1518±40.0
257 票votes 1518.000 [1478.0, 1558.0] 25.00 · 不稳Volatile $0.13 / $0.53 262.1K
22 14 - 28
kimi-k2.6
月之暗面 · Modified MIT
1512±13.0
2.4K 票votes 1512.000 [1499.0, 1525.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
23 15 - 34
gemini-3.5-flash
Google · Proprietary
1498±25.0
670 票votes 1498.000 [1473.0, 1523.0] 19.00 · 不稳Volatile $1.50 / $9 1M
24 19 - 33
gemini-3.5-flash-medium
Google · Proprietary
1495±18.0
1.2K 票votes 1495.000 [1477.0, 1513.0] 14.00 · 不稳Volatile $1.50 / $9 1M
25 20 - 33
minimax-m3
MiniMax · MiniMax Community License
1493±15.0
1.9K 票votes 1493.000 [1478.0, 1508.0] 13.00 · 不稳Volatile $0.60 / $2.40 N/A
26 21 - 33
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1491±12.0
3.1K 票votes 1491.000 [1479.0, 1503.0] 12.00 · 不稳Volatile N/A N/A
27 22 - 41
kimi-k2.7-code
月之暗面 · Modified MIT
1477±19.0
1.2K 票votes 1477.000 [1458.0, 1496.0] 19.00 · 不稳Volatile $0.78 / $3.50 262.1K
28 22 - 39
deepseek-v4-pro-thinking
DeepSeek · MIT
1475±13.0
2.6K 票votes 1475.000 [1462.0, 1488.0] 17.00 · 不稳Volatile $0.43 / $0.87 1M
29 22 - 39
mimo-v2.5-pro
小米 · MIT
1472±12.0
2.9K 票votes 1472.000 [1460.0, 1484.0] 17.00 · 不稳Volatile $0.43 / $0.87 1.1M
30 22 - 40
claude-opus-4-5-20251101
Anthropic · Proprietary
1472±12.0
3.5K 票votes 1472.000 [1460.0, 1484.0] 18.00 · 不稳Volatile $5 / $25 200K
31 21 - 49
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1471±34.0
377 票votes 1471.000 [1437.0, 1505.0] 28.00 · 不稳Volatile $2.50 / $15 1.1M
32 22 - 45
qwen3.6-max-preview
阿里巴巴 · Proprietary
1471±23.0
772 票votes 1471.000 [1448.0, 1494.0] 23.00 · 不稳Volatile $1.04 / $6.24 262.1K
33 21 - 51
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1466±35.0
389 票votes 1466.000 [1431.0, 1501.0] 30.00 · 不稳Volatile $2.50 / $15 1.1M
34 27 - 43
qwen3.6-plus
阿里巴巴 · Proprietary
1461±11.0
3.3K 票votes 1461.000 [1450.0, 1472.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
35 26 - 43
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1461±12.0
2.8K 票votes 1461.000 [1449.0, 1473.0] 17.00 · 不稳Volatile N/A N/A
36 27 - 47
deepseek-v4-pro
DeepSeek · MIT
1455±13.0
2.6K 票votes 1455.000 [1442.0, 1468.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
37 27 - 47
gemini-3.1-pro-preview
Google · Proprietary
1453±10.0
4.7K 票votes 1453.000 [1443.0, 1463.0] 20.00 · 不稳Volatile $2 / $12 1M
38 27 - 49
gemini-3-pro
Google · Proprietary
1451±13.0
4.0K 票votes 1451.000 [1438.0, 1464.0] 22.00 · 不稳Volatile $2 / $12 1M
39 27 - 50
glm-5
智谱 ZAI · MIT
1448±16.0
1.8K 票votes 1448.000 [1432.0, 1464.0] 23.00 · 不稳Volatile $1 / $3.20 202.8K
40 29 - 49
mimo-v2.5
小米 · MIT
1447±13.0
2.6K 票votes 1447.000 [1434.0, 1460.0] 20.00 · 不稳Volatile $0.14 / $0.28 1.1M
41 31 - 51
gemini-3-flash
Google · Proprietary
1444±14.0
2.9K 票votes 1444.000 [1430.0, 1458.0] 20.00 · 不稳Volatile $0.50 / $3 1M
42 31 - 51
mimo-v2-pro
小米 · Proprietary
1443±15.0
2.0K 票votes 1443.000 [1428.0, 1458.0] 20.00 · 不稳Volatile $1 / $3 1M
43 33 - 51
kimi-k2.5-thinking
月之暗面 · Modified MIT
1438±10.0
4.0K 票votes 1438.000 [1428.0, 1448.0] 18.00 · 不稳Volatile $0.60 / $3 N/A
44 30 - 53
glm-4.7
智谱 ZAI · MIT
1437±22.0
1.0K 票votes 1437.000 [1415.0, 1459.0] 23.00 · 不稳Volatile $0.40 / $1.75 204.8K
45 33 - 60
gpt-5-medium
OpenAI · Proprietary
1423±25.0
1.0K 票votes 1423.000 [1398.0, 1448.0] 27.00 · 不稳Volatile $1.25 / $10 400K
46 34 - 60
kimi-k2.5-instant
月之暗面 · Modified MIT
1421±24.0
762 票votes 1421.000 [1397.0, 1445.0] 26.00 · 不稳Volatile $0.57 / $2.85 262.1K
47 36 - 63
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1416±26.0
662 票votes 1416.000 [1390.0, 1442.0] 27.00 · 不稳Volatile $1.75 / $14 400K
48 40 - 60
claude-opus-4-1-20250805
Anthropic · Proprietary
1415±17.0
2.1K 票votes 1415.000 [1398.0, 1432.0] 20.00 · 不稳Volatile $15 / $75 200K
49 44 - 60
gpt-5.4-mini-high
OpenAI · Proprietary
1412±12.0
2.9K 票votes 1412.000 [1400.0, 1424.0] 16.00 · 不稳Volatile $0.75 / $4.50 400K
50 34 - 66
gpt-5.4
OpenAI · Proprietary
1410±37.0
292 票votes 1410.000 [1373.0, 1447.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
51 44 - 65
inkling
Thinky · Apache 2.0
1402±24.0
699 票votes 1402.000 [1378.0, 1426.0] 21.00 · 不稳Volatile $1 / $4.05 1M
52 45 - 63
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1400±10.0
4.1K 票votes 1400.000 [1390.0, 1410.0] 18.00 · 不稳Volatile $0.39 / $2.34 262.1K
53 36 - 75
gpt-5.2
OpenAI · Proprietary
1396±44.0
341 票votes 1396.000 [1352.0, 1440.0] 39.00 · 不稳Volatile $1.75 / $14 400K
54 39 - 73
glm-5v-turbo
智谱 ZAI · Proprietary
1395±37.0
309 票votes 1395.000 [1358.0, 1432.0] 34.00 · 不稳Volatile $1.20 / $4 202.8K
55 45 - 65
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1393±12.0
3.8K 票votes 1393.000 [1381.0, 1405.0] 20.00 · 不稳Volatile $3 / $15 200K
56 45 - 67
gpt-5.1-medium
OpenAI · Proprietary
1392±20.0
1.4K 票votes 1392.000 [1372.0, 1412.0] 22.00 · 不稳Volatile $1.25 / $10 400K
57 45 - 65
minimax-m2.7
MiniMax · Modified MIT
1392±12.0
2.9K 票votes 1392.000 [1380.0, 1404.0] 20.00 · 不稳Volatile $0.25 / $1 204.8K
58 45 - 66
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1389±12.0
4.4K 票votes 1389.000 [1377.0, 1401.0] 21.00 · 不稳Volatile $3 / $15 200K
59 49 - 65
gemini-3-flash (thinking-minimal)
Google · Proprietary
1387±9.0
5.5K 票votes 1387.000 [1378.0, 1396.0] 16.00 · 不稳Volatile $0.50 / $3 1M
60 45 - 72
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1382±21.0
949 票votes 1382.000 [1361.0, 1403.0] 27.00 · 不稳Volatile $1.75 / $14 400K
61 49 - 70
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1380±11.0
3.6K 票votes 1380.000 [1369.0, 1391.0] 21.00 · 不稳Volatile $2 / $6 2M
62 49 - 72
minimax-m2.1-preview
MiniMax · MIT
1375±16.0
1.9K 票votes 1375.000 [1359.0, 1391.0] 23.00 · 不稳Volatile $0.30 / $1.20 204.8K
63 51 - 74
minimax-m2.5
MiniMax · Modified MIT
1369±15.0
1.8K 票votes 1369.000 [1354.0, 1384.0] 23.00 · 不稳Volatile $0.15 / $0.90 204.8K
64 45 - 76
gemma-4-26b-a4b
Google · Apache 2.0
1368±33.0
396 票votes 1368.000 [1335.0, 1401.0] 31.00 · 不稳Volatile N/A N/A
65 55 - 75
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1363±14.0
2.1K 票votes 1363.000 [1349.0, 1377.0] 20.00 · 不稳Volatile $0.26 / $2.08 262.1K
66 57 - 75
grok-4.3
SpaceXAI · Proprietary
1360±13.0
2.5K 票votes 1360.000 [1347.0, 1373.0] 18.00 · 不稳Volatile $1.25 / $2.50 1M
67 58 - 75
qwen3.5-27b
阿里巴巴 · Apache 2.0
1357±15.0
2.1K 票votes 1357.000 [1342.0, 1372.0] 17.00 · 不稳Volatile $0.20 / $1.56 262.1K
68 51 - 79
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1357±33.0
409 票votes 1357.000 [1324.0, 1390.0] 28.00 · 不稳Volatile N/A N/A
69 58 - 75
gpt-5.2-codex
OpenAI · Proprietary
1354±16.0
1.8K 票votes 1354.000 [1338.0, 1370.0] 17.00 · 不稳Volatile $1.75 / $14 400K
70 58 - 75
gemma-4-31b
Google · Apache 2.0
1353±17.0
1.6K 票votes 1353.000 [1336.0, 1370.0] 17.00 · 不稳Volatile $0.14 / $0.40 262.1K
71 59 - 75
deepseek-v3.2-thinking
DeepSeek · MIT
1352±16.0
1.9K 票votes 1352.000 [1336.0, 1368.0] 16.00 · 不稳Volatile $0.27 / $0.40 163.8K
72 59 - 77
laguna-m.1
Poolside · Apache 2.0
1348±19.0
1.2K 票votes 1348.000 [1329.0, 1367.0] 18.00 · 不稳Volatile $0.20 / $0.40 262.1K
73 61 - 76
gpt-5.1
OpenAI · Proprietary
1345±13.0
3.1K 票votes 1345.000 [1332.0, 1358.0] 15.00 · 不稳Volatile $1.25 / $10 400K
74 62 - 79
glm-4.6
智谱 ZAI · MIT
1339±17.0
2.1K 票votes 1339.000 [1322.0, 1356.0] 17.00 · 不稳Volatile $0.50 / $2 204.8K
75 63 - 80
gpt-5.1-codex
OpenAI · Proprietary
1334±19.0
1.5K 票votes 1334.000 [1315.0, 1353.0] 17.00 · 不稳Volatile $1.25 / $10 400K
76 70 - 83
mimo-v2-flash (non-thinking)
小米 · MIT
1318±18.0
1.4K 票votes 1318.000 [1300.0, 1336.0] 13.00 · 不稳Volatile $0.10 / $0.30 262.1K
77 72 - 82
deepseek-v3.2
DeepSeek · MIT
1318±14.0
2.5K 票votes 1318.000 [1304.0, 1332.0] 10.00 · 波动Unstable $0.27 / $0.40 163.8K
78 73 - 82
claude-haiku-4-5-20251001
Anthropic · Proprietary
1315±9.0
6.5K 票votes 1315.000 [1306.0, 1324.0] 9.00 · 波动Unstable $1 / $5 200K
79 73 - 83
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1312±12.0
3.7K 票votes 1312.000 [1300.0, 1324.0] 10.00 · 波动Unstable $1.15 / $8 262.1K
80 75 - 91
mistral-medium-3.5
Mistral · Modified MIT
1290±27.0
630 票votes 1290.000 [1263.0, 1317.0] 16.00 · 不稳Volatile $1.50 / $7.50 262.1K
81 76 - 90
minimax-m2
MiniMax · Apache 2.0
1289±17.0
2.1K 票votes 1289.000 [1272.0, 1306.0] 14.00 · 不稳Volatile $0.26 / $1.02 204.8K
82 76 - 91
laguna-xs.2
Poolside · Apache 2.0
1286±22.0
1.0K 票votes 1286.000 [1264.0, 1308.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
83 80 - 92
deepseek-v3.2-exp
DeepSeek · MIT
1276±21.0
1.3K 票votes 1276.000 [1255.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
84 78 - 96
mimo-v2-flash (thinking)
小米 · MIT
1270±31.0
459 票votes 1270.000 [1239.0, 1301.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 80 - 96
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1262±13.0
3.6K 票votes 1262.000 [1249.0, 1275.0] 16.00 · 不稳Volatile $0.40 / $1.60 262.1K
86 80 - 96
gemini-3.1-flash-lite-preview
Google · Proprietary
1261±12.0
3.8K 票votes 1261.000 [1249.0, 1273.0] 16.00 · 不稳Volatile $0.25 / $1.50 1M
87 80 - 96
KAT-Coder-Pro-V1
· Proprietary
1259±34.0
496 票votes 1259.000 [1225.0, 1293.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
88 80 - 99
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1245±32.0
445 票votes 1245.000 [1213.0, 1277.0] 19.00 · 不稳Volatile $0.14 / $1 262.1K
89 80 - 100
qwen3.5-flash
阿里巴巴 · Proprietary
1241±36.0
367 票votes 1241.000 [1205.0, 1277.0] 20.00 · 不稳Volatile N/A N/A
90 80 - 100
trinity-large-thinking
· Apache 2.0
1237±41.0
330 票votes 1237.000 [1196.0, 1278.0] 20.00 · 不稳Volatile $0.25 / $0.80 262.1K
91 84 - 99
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1234±20.0
1.5K 票votes 1234.000 [1214.0, 1254.0] 15.00 · 不稳Volatile $0.20 / $0.50 2M
92 81 - 100
gpt-5.1-codex-mini
OpenAI · Proprietary
1232±37.0
394 票votes 1232.000 [1195.0, 1269.0] 19.00 · 不稳Volatile $0.25 / $2 400K
93 84 - 100
gemini-2.5-pro
Google · Proprietary
1226±26.0
914 票votes 1226.000 [1200.0, 1252.0] 16.00 · 不稳Volatile $1.25 / $10 1M
94 84 - 100
granite-4.1-8b
IBM · Apache 2.0
1222±32.0
523 票votes 1222.000 [1190.0, 1254.0] 16.00 · 不稳Volatile $0.05 / $0.10 131.1K
95 83 - 100
mistral-large-3
Mistral · Apache 2.0
1209±50.0
244 票votes 1209.000 [1159.0, 1259.0] 17.00 · 不稳Volatile $0.50 / $1.50 N/A
96 84 - 100
grok-4.1-thinking
SpaceXAI · Proprietary
1208±47.0
307 票votes 1208.000 [1161.0, 1255.0] 16.00 · 不稳Volatile N/A N/A
97 88 - 101
devstral-2
Mistral · Modified MIT
1179±41.0
294 票votes 1179.000 [1138.0, 1220.0] 13.00 · 不稳Volatile N/A N/A
98 88 - 101
mercury-2
Inception AI · Proprietary
1176±48.0
242 票votes 1176.000 [1128.0, 1224.0] 13.00 · 不稳Volatile $0.25 / $0.75 128K
99 88 - 101
grok-code-fast-1
SpaceXAI · Proprietary
1174±51.0
256 票votes 1174.000 [1123.0, 1225.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
100 90 - 101
grok-4-fast-reasoning
SpaceXAI · Proprietary
1159±53.0
230 票votes 1159.000 [1106.0, 1212.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
101 97 - 101
devstral-medium-2507
Mistral · Proprietary
1083±57.0
269 票votes 1083.000 [1026.0, 1140.0] 4.00 · 稳定Stable $0.40 / $2 128K
🔍

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