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
1647±34.0Preliminary
426 votes 1647.000 [1613.0, 1681.0] 0.00 · 稳定Stable $3 / $15 1M
🥈 2 - 9
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1573±25.0
647 votes 1573.000 [1548.0, 1598.0] 7.00 · 波动Unstable $5 / $30 1.1M
🥉 2 - 10
claude-fable-5
Anthropic · Proprietary
1570±28.0
470 votes 1570.000 [1542.0, 1598.0] 8.00 · 波动Unstable $10 / $50 1M
4 2 - 12
glm-5.2 (max)
智谱 ZAI · MIT
1557±18.0
1.3K votes 1557.000 [1539.0, 1575.0] 10.00 · 波动Unstable $1.40 / $4.40 1M
5 2 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1542±12.0
3.1K votes 1542.000 [1530.0, 1554.0] 13.00 · 不稳Volatile $5 / $25 1M
6 2 - 15
claude-opus-4-8-thinking
Anthropic · Proprietary
1541±14.0
2.3K votes 1541.000 [1527.0, 1555.0] 13.00 · 不稳Volatile $5 / $25 1M
7 2 - 16
claude-opus-4-7
Anthropic · Proprietary
1538±12.0
2.8K votes 1538.000 [1526.0, 1550.0] 14.00 · 不稳Volatile $5 / $25 1M
8 2 - 19
grok-4.5
SpaceXAI · Proprietary
1536±25.0
597 votes 1536.000 [1511.0, 1561.0] 17.00 · 不稳Volatile $2 / $6 500K
9 2 - 21
muse-spark-1.1
Meta · Proprietary
1531±26.0Preliminary
551 votes 1531.000 [1505.0, 1557.0] 19.00 · 不稳Volatile $1.25 / $4.25 N/A
10 4 - 18
claude-opus-4-6-thinking
Anthropic · Proprietary
1530±11.0
3.6K votes 1530.000 [1519.0, 1541.0] 14.00 · 不稳Volatile $5 / $25 1M
11 5 - 18
claude-opus-4-6
Anthropic · Proprietary
1525±10.0
3.8K votes 1525.000 [1515.0, 1535.0] 13.00 · 不稳Volatile $5 / $25 1M
12 4 - 21
claude-opus-4-8
Anthropic · Proprietary
1524±16.0
1.6K votes 1524.000 [1508.0, 1540.0] 17.00 · 不稳Volatile $5 / $25 1M
13 5 - 18
claude-sonnet-4-6
Anthropic · Proprietary
1524±10.0
4.6K votes 1524.000 [1514.0, 1534.0] 13.00 · 不稳Volatile $3 / $15 1M
14 3 - 21
seed-2.1-pro-preview
字节跳动 · Proprietary
1522±20.0Preliminary
939 votes 1522.000 [1502.0, 1542.0] 18.00 · 不稳Volatile N/A N/A
15 5 - 21
glm-5.1
智谱 ZAI · MIT
1516±16.0
1.6K votes 1516.000 [1500.0, 1532.0] 16.00 · 不稳Volatile $1.40 / $4.40 202.8K
16 7 - 21
kimi-k2.6
月之暗面 · Modified MIT
1514±12.0
2.9K votes 1514.000 [1502.0, 1526.0] 14.00 · 不稳Volatile $0.95 / $4 262.1K
17 8 - 28
gemini-3.5-flash
Google · Proprietary
1498±24.0
686 votes 1498.000 [1474.0, 1522.0] 20.00 · 不稳Volatile $1.50 / $9 1M
18 11 - 22
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1497±14.0Preliminary
1.9K votes 1497.000 [1483.0, 1511.0] 11.00 · 波动Unstable $1.48 / $4.42 1M
19 8 - 28
claude-sonnet-5-high
Anthropic · Proprietary
1497±24.0
608 votes 1497.000 [1473.0, 1521.0] 20.00 · 不稳Volatile $2 / $10 1M
20 12 - 22
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1497±12.0
3.2K votes 1497.000 [1485.0, 1509.0] 10.00 · 波动Unstable $5 / $25 200K
21 12 - 26
minimax-m3
MiniMax · MiniMax Community License
1495±15.0
1.7K votes 1495.000 [1480.0, 1510.0] 14.00 · 不稳Volatile $0.60 / $2.40 N/A
22 17 - 38
qwen3.6-max-preview
阿里巴巴 · Proprietary
1472±22.0
799 votes 1472.000 [1450.0, 1494.0] 21.00 · 不稳Volatile $1.04 / $6.24 262.1K
23 19 - 35
mimo-v2.5-pro
小米 · MIT
1468±12.0
2.8K votes 1468.000 [1456.0, 1480.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
24 20 - 36
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1467±12.0
2.6K votes 1467.000 [1455.0, 1479.0] 16.00 · 不稳Volatile $5 / $30 N/A
25 19 - 39
gemini-3.5-flash-medium
Google · Proprietary
1466±17.0
1.3K votes 1466.000 [1449.0, 1483.0] 20.00 · 不稳Volatile $1.50 / $9 1M
26 20 - 36
deepseek-v4-pro-thinking
DeepSeek · MIT
1465±12.0
2.5K votes 1465.000 [1453.0, 1477.0] 16.00 · 不稳Volatile $0.43 / $0.87 1M
27 19 - 41
kimi-k2.7-code
月之暗面 · Modified MIT
1463±18.0
1.2K votes 1463.000 [1445.0, 1481.0] 22.00 · 不稳Volatile $0.82 / $3.75 262.1K
28 22 - 41
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1457±11.0
3.6K votes 1457.000 [1446.0, 1468.0] 19.00 · 不稳Volatile N/A N/A
29 22 - 41
claude-opus-4-5-20251101
Anthropic · Proprietary
1457±11.0
3.9K votes 1457.000 [1446.0, 1468.0] 19.00 · 不稳Volatile $5 / $25 200K
30 22 - 41
qwen3.6-plus
阿里巴巴 · Proprietary
1456±10.0
3.8K votes 1456.000 [1446.0, 1466.0] 19.00 · 不稳Volatile $0.33 / $1.95 1M
31 22 - 44
glm-4.7
智谱 ZAI · MIT
1450±19.0
1.1K votes 1450.000 [1431.0, 1469.0] 22.00 · 不稳Volatile $0.40 / $1.75 202.8K
32 22 - 44
deepseek-v4-pro
DeepSeek · MIT
1447±12.0
3.2K votes 1447.000 [1435.0, 1459.0] 22.00 · 不稳Volatile $0.43 / $0.87 1M
33 22 - 51
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1441±30.0
432 votes 1441.000 [1411.0, 1471.0] 29.00 · 不稳Volatile $2.50 / $15 1.1M
34 25 - 44
kimi-k2.5-thinking
月之暗面 · Modified MIT
1441±10.0
3.9K votes 1441.000 [1431.0, 1451.0] 19.00 · 不稳Volatile $0.60 / $3 N/A
35 19 - 54
inkling
Thinky · Apache 2.0
1441±39.0
220 votes 1441.000 [1402.0, 1480.0] 35.00 · 不稳Volatile $1 / $4.05 1M
36 25 - 44
mimo-v2.5
小米 · MIT
1440±12.0
2.5K votes 1440.000 [1428.0, 1452.0] 19.00 · 不稳Volatile $0.14 / $0.28 1M
37 27 - 46
gemini-3-flash
Google · Proprietary
1436±12.0
3.2K votes 1436.000 [1424.0, 1448.0] 19.00 · 不稳Volatile $0.50 / $3 1M
38 26 - 46
glm-5
智谱 ZAI · MIT
1436±14.0
1.9K votes 1436.000 [1422.0, 1450.0] 20.00 · 不稳Volatile $1 / $3.20 202.8K
39 27 - 46
mimo-v2-pro
小米 · Proprietary
1436±14.0
2.0K votes 1436.000 [1422.0, 1450.0] 19.00 · 不稳Volatile $1 / $3 1M
40 31 - 47
gemini-3-pro
Google · Proprietary
1433±12.0
4.0K votes 1433.000 [1421.0, 1445.0] 16.00 · 不稳Volatile $2 / $12 1M
41 31 - 48
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1427±12.0
2.7K votes 1427.000 [1415.0, 1439.0] 17.00 · 不稳Volatile N/A N/A
42 23 - 56
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1426±29.0
420 votes 1426.000 [1397.0, 1455.0] 33.00 · 不稳Volatile $2.50 / $15 1.1M
43 31 - 47
gemini-3.1-pro-preview
Google · Proprietary
1426±9.0
5.4K votes 1426.000 [1417.0, 1435.0] 16.00 · 不稳Volatile $2 / $12 1M
44 22 - 64
glm-5v-turbo
智谱 ZAI · Proprietary
1422±43.0
196 votes 1422.000 [1379.0, 1465.0] 42.00 · 不稳Volatile $1.20 / $4 202.8K
45 41 - 60
minimax-m2.7
MiniMax · Modified MIT
1401±11.0
2.9K votes 1401.000 [1390.0, 1412.0] 19.00 · 不稳Volatile $0.25 / $1 204.8K
46 41 - 61
minimax-m2.1-preview
MiniMax · MIT
1400±14.0
2.2K votes 1400.000 [1386.0, 1414.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
47 38 - 67
gpt-5-medium
OpenAI · Proprietary
1397±24.0
719 votes 1397.000 [1373.0, 1421.0] 29.00 · 不稳Volatile $1.25 / $10 400K
48 41 - 66
gpt-5.1-medium
OpenAI · Proprietary
1396±18.0
1.3K votes 1396.000 [1378.0, 1414.0] 25.00 · 不稳Volatile $1.25 / $10 400K
49 40 - 67
kimi-k2.5-instant
月之暗面 · Modified MIT
1395±21.0
885 votes 1395.000 [1374.0, 1416.0] 27.00 · 不稳Volatile $0.57 / $2.85 262.1K
50 42 - 62
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1393±10.0
4.2K votes 1393.000 [1383.0, 1403.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
51 42 - 63
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1392±11.0
3.5K votes 1392.000 [1381.0, 1403.0] 21.00 · 不稳Volatile $3 / $15 200K
52 35 - 71
gpt-5.2
OpenAI · Proprietary
1391±35.0
312 votes 1391.000 [1356.0, 1426.0] 36.00 · 不稳Volatile $1.75 / $14 400K
53 35 - 71
gpt-5.4
OpenAI · Proprietary
1391±35.0
296 votes 1391.000 [1356.0, 1426.0] 36.00 · 不稳Volatile $2.50 / $15 1.1M
54 43 - 66
gpt-5.4-mini-high
OpenAI · Proprietary
1389±11.0
2.9K votes 1389.000 [1378.0, 1400.0] 23.00 · 不稳Volatile $0.75 / $4.50 400K
55 42 - 69
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1388±22.0
826 votes 1388.000 [1366.0, 1410.0] 27.00 · 不稳Volatile $1.75 / $14 400K
56 44 - 66
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1386±11.0
4.3K votes 1386.000 [1375.0, 1397.0] 22.00 · 不稳Volatile $3 / $15 200K
57 44 - 67
gemini-3-flash (thinking-minimal)
Google · Proprietary
1382±8.0
5.8K votes 1382.000 [1374.0, 1390.0] 23.00 · 不稳Volatile $0.50 / $3 1M
58 43 - 70
laguna-m.1
Poolside · Apache 2.0
1382±19.0
1.0K votes 1382.000 [1363.0, 1401.0] 27.00 · 不稳Volatile $0.20 / $0.40 262.1K
59 44 - 70
deepseek-v3.2-thinking
DeepSeek · MIT
1379±14.0
1.9K votes 1379.000 [1365.0, 1393.0] 26.00 · 不稳Volatile $0.27 / $0.40 163.8K
60 44 - 70
claude-opus-4-1-20250805
Anthropic · Proprietary
1376±15.0
1.8K votes 1376.000 [1361.0, 1391.0] 26.00 · 不稳Volatile $15 / $75 200K
61 45 - 71
gemma-4-31b
Google · Apache 2.0
1372±16.0
1.5K votes 1372.000 [1356.0, 1388.0] 26.00 · 不稳Volatile $0.14 / $0.40 262.1K
62 46 - 71
minimax-m2.5
MiniMax · Modified MIT
1370±13.0
2.1K votes 1370.000 [1357.0, 1383.0] 25.00 · 不稳Volatile $0.15 / $0.90 204.8K
63 49 - 71
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1368±10.0
4.1K votes 1368.000 [1358.0, 1378.0] 22.00 · 不稳Volatile $2 / $6 2M
64 47 - 73
glm-4.6
智谱 ZAI · MIT
1367±16.0
1.8K votes 1367.000 [1351.0, 1383.0] 26.00 · 不稳Volatile $0.50 / $2 202.8K
65 49 - 71
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1366±12.0
2.4K votes 1366.000 [1354.0, 1378.0] 22.00 · 不稳Volatile $0.26 / $2.08 262.1K
66 52 - 73
qwen3.5-27b
阿里巴巴 · Apache 2.0
1362±13.0
2.2K votes 1362.000 [1349.0, 1375.0] 21.00 · 不稳Volatile $0.26 / $2.60 262.1K
67 56 - 75
grok-4.3
SpaceXAI · Proprietary
1353±13.0
2.5K votes 1353.000 [1340.0, 1366.0] 19.00 · 不稳Volatile $1.25 / $2.50 1M
68 55 - 80
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1351±19.0
1.1K votes 1351.000 [1332.0, 1370.0] 25.00 · 不稳Volatile $1.75 / $14 400K
69 48 - 82
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1349±31.0
401 votes 1349.000 [1318.0, 1380.0] 34.00 · 不稳Volatile N/A N/A
70 59 - 80
deepseek-v3.2
DeepSeek · MIT
1347±12.0
2.6K votes 1347.000 [1335.0, 1359.0] 21.00 · 不稳Volatile $0.27 / $0.40 163.8K
71 65 - 80
gpt-5.2-codex
OpenAI · Proprietary
1340±14.0
2.1K votes 1340.000 [1326.0, 1354.0] 15.00 · 不稳Volatile $1.75 / $14 400K
72 55 - 82
gemma-4-26b-a4b
Google · Apache 2.0
1338±29.0
445 votes 1338.000 [1309.0, 1367.0] 27.00 · 不稳Volatile N/A N/A
73 65 - 82
gpt-5.1-codex
OpenAI · Proprietary
1336±17.0
1.4K votes 1336.000 [1319.0, 1353.0] 17.00 · 不稳Volatile $1.25 / $10 400K
74 67 - 80
gpt-5.1
OpenAI · Proprietary
1335±12.0
3.0K votes 1335.000 [1323.0, 1347.0] 13.00 · 不稳Volatile $1.25 / $10 400K
75 67 - 82
mimo-v2-flash (non-thinking)
小米 · MIT
1332±15.0
1.7K votes 1332.000 [1317.0, 1347.0] 15.00 · 不稳Volatile $0.10 / $0.30 262.1K
76 68 - 80
claude-haiku-4-5-20251001
Anthropic · Proprietary
1330±8.0
6.7K votes 1330.000 [1322.0, 1338.0] 12.00 · 不稳Volatile $1 / $5 200K
77 68 - 82
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1326±11.0
3.7K votes 1326.000 [1315.0, 1337.0] 14.00 · 不稳Volatile $1.15 / $8 262.1K
78 68 - 83
minimax-m2
MiniMax · Apache 2.0
1321±16.0
1.8K votes 1321.000 [1305.0, 1337.0] 15.00 · 不稳Volatile $0.26 / $1.02 204.8K
79 68 - 84
laguna-xs.2
Poolside · Apache 2.0
1317±21.0
977 votes 1317.000 [1296.0, 1338.0] 16.00 · 不稳Volatile $0.10 / $0.20 262.1K
80 68 - 86
mimo-v2-flash (thinking)
小米 · MIT
1312±26.0
542 votes 1312.000 [1286.0, 1338.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 73 - 87
deepseek-v3.2-exp
DeepSeek · MIT
1298±21.0
924 votes 1298.000 [1277.0, 1319.0] 14.00 · 不稳Volatile $0.27 / $0.41 163.8K
82 79 - 87
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1289±11.0
3.6K votes 1289.000 [1278.0, 1300.0] 8.00 · 波动Unstable $0.40 / $1.60 262.1K
83 73 - 89
KAT-Coder-Pro-V1
· Proprietary
1288±33.0
348 votes 1288.000 [1255.0, 1321.0] 16.00 · 不稳Volatile $0.21 / $0.83 256K
84 78 - 89
mistral-medium-3.5
Mistral · Modified MIT
1282±26.0
631 votes 1282.000 [1256.0, 1308.0] 11.00 · 波动Unstable $1.50 / $7.50 262.1K
85 80 - 93
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1265±28.0
488 votes 1265.000 [1237.0, 1293.0] 13.00 · 不稳Volatile $0.14 / $1 262.1K
86 80 - 95
trinity-large-thinking
· Apache 2.0
1251±35.0
367 votes 1251.000 [1216.0, 1286.0] 15.00 · 不稳Volatile $0.25 / $0.80 262.1K
87 83 - 93
gemini-3.1-flash-lite-preview
Google · Proprietary
1250±11.0
3.9K votes 1250.000 [1239.0, 1261.0] 10.00 · 波动Unstable $0.25 / $1.50 1M
88 81 - 96
gpt-5.1-codex-mini
OpenAI · Proprietary
1244±37.0
288 votes 1244.000 [1207.0, 1281.0] 15.00 · 不稳Volatile $0.25 / $2 400K
89 83 - 94
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1242±16.0
1.7K votes 1242.000 [1226.0, 1258.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
90 85 - 97
devstral-2
Mistral · Modified MIT
1216±31.0
455 votes 1216.000 [1185.0, 1247.0] 12.00 · 不稳Volatile N/A N/A
91 85 - 98
qwen3.5-flash
阿里巴巴 · Proprietary
1212±31.0
405 votes 1212.000 [1181.0, 1243.0] 13.00 · 不稳Volatile N/A N/A
92 85 - 98
mistral-large-3
Mistral · Apache 2.0
1208±44.0
226 votes 1208.000 [1164.0, 1252.0] 13.00 · 不稳Volatile $0.50 / $1.50 N/A
93 85 - 98
grok-4.1-thinking
SpaceXAI · Proprietary
1207±41.0
257 votes 1207.000 [1166.0, 1248.0] 13.00 · 不稳Volatile N/A N/A
94 88 - 98
gemini-2.5-pro
Google · Proprietary
1198±25.0
684 votes 1198.000 [1173.0, 1223.0] 10.00 · 波动Unstable $1.25 / $10 1M
95 87 - 98
granite-4.1-8b
IBM · Apache 2.0
1198±31.0
513 votes 1198.000 [1167.0, 1229.0] 11.00 · 波动Unstable $0.05 / $0.10 131.1K
96 89 - 98
grok-code-fast-1
SpaceXAI · Proprietary
1170±45.0
202 votes 1170.000 [1125.0, 1215.0] 9.00 · 波动Unstable $0.20 / $1.50 N/A
97 90 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1147±46.0
230 votes 1147.000 [1101.0, 1193.0] 8.00 · 波动Unstable $0.20 / $0.50 2M
98 91 - 98
mercury-2
Inception AI · Proprietary
1143±41.0
305 votes 1143.000 [1102.0, 1184.0] 7.00 · 波动Unstable $0.25 / $0.75 128K
99 99 - 99
devstral-medium-2507
Mistral · Proprietary
1016±64.0
171 votes 1016.000 [952.0, 1080.0] 0.00 · 稳定Stable $0.40 / $2 128K
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