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
kimi-k3
月之暗面 · Proprietary
1610±34.0Preliminary
384 票votes 1610.000 [1576.0, 1644.0] 2.00 · 稳定Stable $3 / $15 1M
🥈 1 - 10
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1562±27.0
602 票votes 1562.000 [1535.0, 1589.0] 9.00 · 波动Unstable $5 / $30 1.1M
🥉 1 - 12
claude-fable-5
Anthropic · Proprietary
1560±28.0
474 票votes 1560.000 [1532.0, 1588.0] 11.00 · 波动Unstable $10 / $50 1M
4 2 - 16
muse-spark-1.1
Meta · Proprietary
1543±28.0Preliminary
514 票votes 1543.000 [1515.0, 1571.0] 14.00 · 不稳Volatile $1.25 / $4.25 N/A
5 2 - 15
glm-5.2 (max)
智谱 ZAI · MIT
1542±17.0
1.4K 票votes 1542.000 [1525.0, 1559.0] 13.00 · 不稳Volatile $1.40 / $4.40 1M
6 2 - 18
grok-4.5
SpaceXAI · Proprietary
1531±25.0
589 票votes 1531.000 [1506.0, 1556.0] 16.00 · 不稳Volatile $2 / $6 500K
7 2 - 15
claude-opus-4-7-thinking
Anthropic · Proprietary
1530±11.0
3.1K 票votes 1530.000 [1519.0, 1541.0] 13.00 · 不稳Volatile $5 / $25 1M
8 2 - 17
claude-opus-4-7
Anthropic · Proprietary
1524±12.0
2.8K 票votes 1524.000 [1512.0, 1536.0] 15.00 · 不稳Volatile $5 / $25 1M
9 2 - 17
claude-opus-4-8-thinking
Anthropic · Proprietary
1523±14.0
2.4K 票votes 1523.000 [1509.0, 1537.0] 15.00 · 不稳Volatile $5 / $25 1M
10 4 - 17
claude-sonnet-4-6
Anthropic · Proprietary
1521±9.0
4.7K 票votes 1521.000 [1512.0, 1530.0] 13.00 · 不稳Volatile $3 / $15 1M
11 4 - 17
claude-opus-4-6
Anthropic · Proprietary
1519±10.0
4.0K 票votes 1519.000 [1509.0, 1529.0] 13.00 · 不稳Volatile $5 / $25 1M
12 2 - 22
seed-2.1-pro-preview
字节跳动 · Proprietary
1519±20.0Preliminary
969 票votes 1519.000 [1499.0, 1539.0] 20.00 · 不稳Volatile N/A N/A
13 3 - 20
glm-5.1
智谱 ZAI · MIT
1518±16.0
1.6K 票votes 1518.000 [1502.0, 1534.0] 17.00 · 不稳Volatile $1.40 / $4.40 202.8K
14 4 - 20
claude-opus-4-6-thinking
Anthropic · Proprietary
1514±10.0
3.7K 票votes 1514.000 [1504.0, 1524.0] 16.00 · 不稳Volatile $5 / $25 1M
15 3 - 24
claude-sonnet-5-high
Anthropic · Proprietary
1508±24.0
651 票votes 1508.000 [1484.0, 1532.0] 21.00 · 不稳Volatile $2 / $10 1M
16 6 - 23
claude-opus-4-8
Anthropic · Proprietary
1502±16.0
1.6K 票votes 1502.000 [1486.0, 1518.0] 17.00 · 不稳Volatile $5 / $25 1M
17 7 - 23
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1501±14.0Preliminary
1.9K 票votes 1501.000 [1487.0, 1515.0] 16.00 · 不稳Volatile $1.48 / $4.42 1M
18 12 - 24
kimi-k2.6
月之暗面 · Modified MIT
1494±12.0
2.9K 票votes 1494.000 [1482.0, 1506.0] 12.00 · 不稳Volatile $0.95 / $4 262.1K
19 12 - 24
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1492±12.0
3.4K 票votes 1492.000 [1480.0, 1504.0] 12.00 · 不稳Volatile $5 / $25 200K
20 14 - 25
minimax-m3
MiniMax · MiniMax Community License
1487±15.0
1.9K 票votes 1487.000 [1472.0, 1502.0] 11.00 · 波动Unstable $0.60 / $2.40 N/A
21 11 - 30
gemini-3.5-flash
Google · Proprietary
1482±24.0
695 票votes 1482.000 [1458.0, 1506.0] 19.00 · 不稳Volatile $1.50 / $9 1M
22 14 - 32
qwen3.6-max-preview
阿里巴巴 · Proprietary
1477±22.0
737 票votes 1477.000 [1455.0, 1499.0] 18.00 · 不稳Volatile $1.04 / $6.24 262.1K
23 15 - 30
gemini-3.5-flash-medium
Google · Proprietary
1476±17.0
1.4K 票votes 1476.000 [1459.0, 1493.0] 15.00 · 不稳Volatile $1.50 / $9 1M
24 20 - 32
mimo-v2.5-pro
小米 · MIT
1464±12.0
2.8K 票votes 1464.000 [1452.0, 1476.0] 12.00 · 不稳Volatile $0.43 / $0.87 1M
25 21 - 34
deepseek-v4-pro-thinking
DeepSeek · MIT
1459±13.0
2.4K 票votes 1459.000 [1446.0, 1472.0] 13.00 · 不稳Volatile $0.43 / $0.87 1M
26 21 - 36
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1452±12.0
2.7K 票votes 1452.000 [1440.0, 1464.0] 15.00 · 不稳Volatile $5 / $30 N/A
27 21 - 37
qwen3.6-plus
阿里巴巴 · Proprietary
1449±10.0
3.8K 票votes 1449.000 [1439.0, 1459.0] 16.00 · 不稳Volatile $0.33 / $1.95 1M
28 21 - 37
claude-opus-4-5-20251101
Anthropic · Proprietary
1448±11.0
4.0K 票votes 1448.000 [1437.0, 1459.0] 16.00 · 不稳Volatile $5 / $25 200K
29 23 - 40
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1446±11.0
3.5K 票votes 1446.000 [1435.0, 1457.0] 17.00 · 不稳Volatile N/A N/A
30 17 - 53
inkling
Thinky · Apache 2.0
1443±42.0
195 票votes 1443.000 [1401.0, 1485.0] 36.00 · 不稳Volatile $1 / $4.05 1M
31 21 - 45
glm-4.7
智谱 ZAI · MIT
1442±19.0
1.1K 票votes 1442.000 [1423.0, 1461.0] 24.00 · 不稳Volatile $0.40 / $1.75 202.8K
32 23 - 45
kimi-k2.7-code
月之暗面 · Modified MIT
1438±18.0
1.1K 票votes 1438.000 [1420.0, 1456.0] 22.00 · 不稳Volatile $0.82 / $3.75 262.1K
33 25 - 44
mimo-v2.5
小米 · MIT
1436±13.0
2.4K 票votes 1436.000 [1423.0, 1449.0] 19.00 · 不稳Volatile $0.14 / $0.28 1M
34 25 - 44
deepseek-v4-pro
DeepSeek · MIT
1436±12.0
3.2K 票votes 1436.000 [1424.0, 1448.0] 19.00 · 不稳Volatile $0.43 / $0.87 1M
35 26 - 45
glm-5
智谱 ZAI · MIT
1429±14.0
1.8K 票votes 1429.000 [1415.0, 1443.0] 19.00 · 不稳Volatile $1 / $3.20 202.8K
36 27 - 46
mimo-v2-pro
小米 · Proprietary
1426±13.0
2.0K 票votes 1426.000 [1413.0, 1439.0] 19.00 · 不稳Volatile $1 / $3 1M
37 29 - 46
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1423±12.0
2.8K 票votes 1423.000 [1411.0, 1435.0] 17.00 · 不稳Volatile N/A N/A
38 30 - 47
gemini-3-pro
Google · Proprietary
1420±11.0
4.0K 票votes 1420.000 [1409.0, 1431.0] 17.00 · 不稳Volatile $2 / $12 1M
39 30 - 47
kimi-k2.5-thinking
月之暗面 · Modified MIT
1420±10.0
4.0K 票votes 1420.000 [1410.0, 1430.0] 17.00 · 不稳Volatile $0.60 / $3 N/A
40 26 - 58
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1415±29.0
415 票votes 1415.000 [1386.0, 1444.0] 32.00 · 不稳Volatile $2.50 / $15 1.1M
41 30 - 53
gemini-3-flash
Google · Proprietary
1413±12.0
3.3K 票votes 1413.000 [1401.0, 1425.0] 23.00 · 不稳Volatile $0.50 / $3 1M
42 29 - 64
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1405±30.0
413 票votes 1405.000 [1375.0, 1435.0] 35.00 · 不稳Volatile $2.50 / $15 1.1M
43 35 - 56
gemini-3.1-pro-preview
Google · Proprietary
1405±9.0
5.3K 票votes 1405.000 [1396.0, 1414.0] 21.00 · 不稳Volatile $2 / $12 1M
44 29 - 68
gpt-5.4
OpenAI · Proprietary
1402±35.0
298 票votes 1402.000 [1367.0, 1437.0] 39.00 · 不稳Volatile $2.50 / $15 1.1M
45 30 - 67
gpt-5.2
OpenAI · Proprietary
1400±31.0
381 票votes 1400.000 [1369.0, 1431.0] 37.00 · 不稳Volatile $1.75 / $14 400K
46 39 - 58
minimax-m2.7
MiniMax · Modified MIT
1396±12.0
2.8K 票votes 1396.000 [1384.0, 1408.0] 19.00 · 不稳Volatile $0.25 / $1 204.8K
47 39 - 59
minimax-m2.1-preview
MiniMax · MIT
1395±14.0
2.2K 票votes 1395.000 [1381.0, 1409.0] 20.00 · 不稳Volatile $0.30 / $1.20 204.8K
48 37 - 64
gpt-5.1-medium
OpenAI · Proprietary
1393±18.0
1.3K 票votes 1393.000 [1375.0, 1411.0] 27.00 · 不稳Volatile $1.25 / $10 400K
49 39 - 59
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±10.0
4.1K 票votes 1392.000 [1382.0, 1402.0] 20.00 · 不稳Volatile $0.39 / $2.34 262.1K
50 39 - 60
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1391±11.0
3.7K 票votes 1391.000 [1380.0, 1402.0] 21.00 · 不稳Volatile $3 / $15 200K
51 39 - 60
gpt-5.4-mini-high
OpenAI · Proprietary
1391±11.0
2.9K 票votes 1391.000 [1380.0, 1402.0] 21.00 · 不稳Volatile $0.75 / $4.50 400K
52 39 - 68
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1387±21.0
883 票votes 1387.000 [1366.0, 1408.0] 29.00 · 不稳Volatile $1.75 / $14 400K
53 41 - 62
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1387±10.0
4.4K 票votes 1387.000 [1377.0, 1397.0] 21.00 · 不稳Volatile $3 / $15 200K
54 41 - 67
deepseek-v3.2-thinking
DeepSeek · MIT
1385±15.0
1.8K 票votes 1385.000 [1370.0, 1400.0] 26.00 · 不稳Volatile $0.27 / $0.40 163.8K
55 41 - 67
minimax-m2.5
MiniMax · Modified MIT
1383±13.0
2.2K 票votes 1383.000 [1370.0, 1396.0] 26.00 · 不稳Volatile $0.15 / $0.90 204.8K
56 32 - 77
glm-5v-turbo
智谱 ZAI · Proprietary
1382±41.0
220 票votes 1382.000 [1341.0, 1423.0] 45.00 · 不稳Volatile $1.20 / $4 202.8K
57 42 - 74
kimi-k2.5-instant
月之暗面 · Modified MIT
1370±20.0
946 票votes 1370.000 [1350.0, 1390.0] 32.00 · 不稳Volatile $0.57 / $2.85 262.1K
58 49 - 72
gemini-3-flash (thinking-minimal)
Google · Proprietary
1368±8.0
6.0K 票votes 1368.000 [1360.0, 1376.0] 23.00 · 不稳Volatile $0.50 / $3 1M
59 42 - 74
laguna-m.1
Poolside · Apache 2.0
1367±20.0
1.0K 票votes 1367.000 [1347.0, 1387.0] 32.00 · 不稳Volatile $0.20 / $0.40 262.1K
60 46 - 74
claude-opus-4-1-20250805
Anthropic · Proprietary
1365±16.0
1.8K 票votes 1365.000 [1349.0, 1381.0] 28.00 · 不稳Volatile $15 / $75 200K
61 48 - 74
qwen3.5-27b
阿里巴巴 · Apache 2.0
1364±13.0
2.2K 票votes 1364.000 [1351.0, 1377.0] 26.00 · 不稳Volatile $0.26 / $2.60 262.1K
62 51 - 73
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1363±10.0
4.0K 票votes 1363.000 [1353.0, 1373.0] 22.00 · 不稳Volatile $2 / $6 2M
63 51 - 74
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1361±12.0
2.4K 票votes 1361.000 [1349.0, 1373.0] 23.00 · 不稳Volatile $0.26 / $2.08 262.1K
64 44 - 79
gpt-5-medium
OpenAI · Proprietary
1358±25.0
682 票votes 1358.000 [1333.0, 1383.0] 35.00 · 不稳Volatile $1.25 / $10 400K
65 48 - 77
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1358±19.0
1.0K 票votes 1358.000 [1339.0, 1377.0] 29.00 · 不稳Volatile $1.75 / $14 400K
66 51 - 77
glm-4.6
智谱 ZAI · MIT
1356±16.0
1.7K 票votes 1356.000 [1340.0, 1372.0] 26.00 · 不稳Volatile $0.50 / $2 202.8K
67 56 - 77
gpt-5.1
OpenAI · Proprietary
1351±13.0
3.0K 票votes 1351.000 [1338.0, 1364.0] 21.00 · 不稳Volatile $1.25 / $10 400K
68 54 - 79
gpt-5.1-codex
OpenAI · Proprietary
1350±18.0
1.3K 票votes 1350.000 [1332.0, 1368.0] 25.00 · 不稳Volatile $1.25 / $10 400K
69 56 - 79
gpt-5.2-codex
OpenAI · Proprietary
1346±14.0
2.2K 票votes 1346.000 [1332.0, 1360.0] 23.00 · 不稳Volatile $1.75 / $14 400K
70 49 - 81
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1345±31.0
412 票votes 1345.000 [1314.0, 1376.0] 32.00 · 不稳Volatile N/A N/A
71 56 - 80
gemma-4-31b
Google · Apache 2.0
1344±17.0
1.4K 票votes 1344.000 [1327.0, 1361.0] 24.00 · 不稳Volatile $0.14 / $0.40 262.1K
72 57 - 79
grok-4.3
SpaceXAI · Proprietary
1343±13.0
2.5K 票votes 1343.000 [1330.0, 1356.0] 22.00 · 不稳Volatile $1.25 / $2.50 1M
73 63 - 79
claude-haiku-4-5-20251001
Anthropic · Proprietary
1337±8.0
6.7K 票votes 1337.000 [1329.0, 1345.0] 16.00 · 不稳Volatile $1 / $5 200K
74 58 - 81
minimax-m2
MiniMax · Apache 2.0
1336±16.0
1.7K 票votes 1336.000 [1320.0, 1352.0] 23.00 · 不稳Volatile $0.26 / $1.02 204.8K
75 56 - 81
gemma-4-26b-a4b
Google · Apache 2.0
1333±30.0
407 票votes 1333.000 [1303.0, 1363.0] 25.00 · 不稳Volatile N/A N/A
76 63 - 81
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1332±11.0
3.6K 票votes 1332.000 [1321.0, 1343.0] 18.00 · 不稳Volatile $1.15 / $8 262.1K
77 63 - 81
mimo-v2-flash (non-thinking)
小米 · MIT
1330±15.0
1.7K 票votes 1330.000 [1315.0, 1345.0] 18.00 · 不稳Volatile $0.10 / $0.30 262.1K
78 67 - 81
deepseek-v3.2
DeepSeek · MIT
1323±13.0
2.6K 票votes 1323.000 [1310.0, 1336.0] 14.00 · 不稳Volatile $0.27 / $0.40 163.8K
79 67 - 88
KAT-Coder-Pro-V1
· Proprietary
1305±32.0
392 票votes 1305.000 [1273.0, 1337.0] 21.00 · 不稳Volatile $0.21 / $0.83 256K
80 72 - 88
mimo-v2-flash (thinking)
小米 · MIT
1303±26.0
550 票votes 1303.000 [1277.0, 1329.0] 16.00 · 不稳Volatile $0.10 / $0.30 262.1K
81 73 - 88
laguna-xs.2
Poolside · Apache 2.0
1302±20.0
1.1K 票votes 1302.000 [1282.0, 1322.0] 15.00 · 不稳Volatile $0.10 / $0.20 262.1K
82 79 - 89
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1282±11.0
3.6K 票votes 1282.000 [1271.0, 1293.0] 10.00 · 波动Unstable $0.40 / $1.60 262.1K
83 79 - 91
deepseek-v3.2-exp
DeepSeek · MIT
1276±21.0
957 票votes 1276.000 [1255.0, 1297.0] 12.00 · 不稳Volatile $0.27 / $0.41 163.8K
84 79 - 93
mistral-medium-3.5
Mistral · Modified MIT
1267±26.0
661 票votes 1267.000 [1241.0, 1293.0] 14.00 · 不稳Volatile $1.50 / $7.50 262.1K
85 79 - 93
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1255±28.0
518 票votes 1255.000 [1227.0, 1283.0] 14.00 · 不稳Volatile $0.14 / $1 262.1K
86 79 - 94
gpt-5.1-codex-mini
OpenAI · Proprietary
1253±37.0
295 票votes 1253.000 [1216.0, 1290.0] 15.00 · 不稳Volatile $0.25 / $2 400K
87 79 - 95
mistral-large-3
Mistral · Apache 2.0
1249±42.0
226 票votes 1249.000 [1207.0, 1291.0] 16.00 · 不稳Volatile $0.50 / $1.50 N/A
88 79 - 95
grok-4.1-thinking
SpaceXAI · Proprietary
1244±43.0
240 票votes 1244.000 [1201.0, 1287.0] 16.00 · 不稳Volatile N/A N/A
89 82 - 95
trinity-large-thinking
· Apache 2.0
1240±33.0
395 票votes 1240.000 [1207.0, 1273.0] 13.00 · 不稳Volatile $0.25 / $0.80 262.1K
90 84 - 93
gemini-3.1-flash-lite-preview
Google · Proprietary
1238±11.0
3.9K 票votes 1238.000 [1227.0, 1249.0] 9.00 · 波动Unstable $0.25 / $1.50 1M
91 83 - 95
qwen3.5-flash
阿里巴巴 · Proprietary
1237±29.0
506 票votes 1237.000 [1208.0, 1266.0] 12.00 · 不稳Volatile N/A N/A
92 83 - 95
devstral-2
Mistral · Modified MIT
1236±30.0
445 票votes 1236.000 [1206.0, 1266.0] 12.00 · 不稳Volatile N/A N/A
93 84 - 94
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1230±16.0
1.8K 票votes 1230.000 [1214.0, 1246.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
94 89 - 98
granite-4.1-8b
IBM · Apache 2.0
1176±33.0
492 票votes 1176.000 [1143.0, 1209.0] 9.00 · 波动Unstable $0.05 / $0.10 131.1K
95 87 - 98
grok-4-fast-reasoning
SpaceXAI · Proprietary
1175±46.0
219 票votes 1175.000 [1129.0, 1221.0] 11.00 · 波动Unstable $0.20 / $0.50 2M
96 94 - 99
gemini-2.5-pro
Google · Proprietary
1154±28.0
623 票votes 1154.000 [1126.0, 1182.0] 5.00 · 波动Unstable $1.25 / $10 1M
97 94 - 99
mercury-2
Inception AI · Proprietary
1136±44.0
265 票votes 1136.000 [1092.0, 1180.0] 5.00 · 波动Unstable $0.25 / $0.75 128K
98 94 - 99
grok-code-fast-1
SpaceXAI · Proprietary
1131±51.0
185 票votes 1131.000 [1080.0, 1182.0] 5.00 · 波动Unstable $0.20 / $1.50 N/A
99 96 - 99
devstral-medium-2507
Mistral · Proprietary
1063±63.0
149 票votes 1063.000 [1000.0, 1126.0] 3.00 · 稳定Stable $0.40 / $2 128K
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