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 - 4
claude-opus-5-max
Anthropic · Proprietary
1766±82.0Preliminary
98 票votes 1766.000 [1684.0, 1848.0] 3.00 · 稳定Stable $5 / $25 1M
🥈 1 - 4
kimi-k3-max
月之暗面 · Kimi K3 license
1720±32.0Preliminary
621 票votes 1720.000 [1688.0, 1752.0] 3.00 · 稳定Stable $3 / $15 1M
🥉 1 - 4
claude-opus-5-high
Anthropic · Proprietary
1711±38.0
376 票votes 1711.000 [1673.0, 1749.0] 3.00 · 稳定Stable $5 / $25 1M
4 1 - 5
claude-fable-5
Anthropic · Proprietary
1676±26.0
837 票votes 1676.000 [1650.0, 1702.0] 4.00 · 稳定Stable $10 / $50 1M
5 4 - 7
gpt-5.6-sol-xhigh (codex-harness)
OpenAI · Proprietary
1642±28.0
667 票votes 1642.000 [1614.0, 1670.0] 3.00 · 稳定Stable $5 / $30 1.1M
6 5 - 14
glm-5.2-max
智谱 ZAI · MIT
1606±25.0
777 票votes 1606.000 [1581.0, 1631.0] 9.00 · 波动Unstable $1.40 / $4.40 1M
7 5 - 17
grok-4.5
SpaceXAI · Proprietary
1597±31.0
465 票votes 1597.000 [1566.0, 1628.0] 12.00 · 不稳Volatile $2 / $6 500K
8 6 - 17
claude-opus-4-8-thinking
Anthropic · Proprietary
1591±22.0
961 票votes 1591.000 [1569.0, 1613.0] 11.00 · 波动Unstable $5 / $25 1M
9 6 - 19
claude-opus-4-7-thinking
Anthropic · Proprietary
1574±17.0
1.6K 票votes 1574.000 [1557.0, 1591.0] 13.00 · 不稳Volatile $5 / $25 1M
10 6 - 20
claude-opus-4-7
Anthropic · Proprietary
1571±18.0
1.5K 票votes 1571.000 [1553.0, 1589.0] 14.00 · 不稳Volatile $5 / $25 1M
11 6 - 23
glm-5.1
智谱 ZAI · MIT
1566±24.0
845 票votes 1566.000 [1542.0, 1590.0] 17.00 · 不稳Volatile $1.40 / $4.40 202.8K
12 6 - 21
claude-opus-4-6-thinking
Anthropic · Proprietary
1565±16.0
1.9K 票votes 1565.000 [1549.0, 1581.0] 15.00 · 不稳Volatile $5 / $25 1M
13 6 - 28
claude-sonnet-5-high
Anthropic · Proprietary
1561±30.0
489 票votes 1561.000 [1531.0, 1591.0] 22.00 · 不稳Volatile $2 / $10 1M
14 6 - 30
gemini-3.6-flash
Google · Proprietary
1552±35.0Preliminary
372 票votes 1552.000 [1517.0, 1587.0] 24.00 · 不稳Volatile $1.50 / $7.50 1M
15 7 - 28
claude-opus-4-8
Anthropic · Proprietary
1552±21.0
968 票votes 1552.000 [1531.0, 1573.0] 21.00 · 不稳Volatile $5 / $25 1M
16 9 - 28
claude-opus-4-6
Anthropic · Proprietary
1546±15.0
2.1K 票votes 1546.000 [1531.0, 1561.0] 19.00 · 不稳Volatile $5 / $25 1M
17 7 - 30
muse-spark-1.1
Meta · Proprietary
1543±31.0Preliminary
466 票votes 1543.000 [1512.0, 1574.0] 23.00 · 不稳Volatile $1.25 / $4.25 N/A
18 11 - 30
gpt-5.5-xhigh (codex-harness)
OpenAI · Proprietary
1535±18.0
1.4K 票votes 1535.000 [1517.0, 1553.0] 19.00 · 不稳Volatile $5 / $30 N/A
19 10 - 30
qwen3.7-max-20260517
阿里巴巴 · Proprietary
1533±21.0Preliminary
934 票votes 1533.000 [1512.0, 1554.0] 20.00 · 不稳Volatile $1.48 / $4.42 1M
20 7 - 39
hy3
腾讯 · Apache 2.0
1527±48.0
176 票votes 1527.000 [1479.0, 1575.0] 32.00 · 不稳Volatile $0.13 / $0.53 262.1K
21 13 - 30
claude-sonnet-4-6
Anthropic · Proprietary
1526±14.0
2.3K 票votes 1526.000 [1512.0, 1540.0] 17.00 · 不稳Volatile $3 / $15 1M
22 9 - 35
qwen3.6-max-preview
阿里巴巴 · Proprietary
1526±36.0
312 票votes 1526.000 [1490.0, 1562.0] 26.00 · 不稳Volatile $1.04 / $6.24 262.1K
23 13 - 31
gpt-5.5-high (codex-harness)
OpenAI · Proprietary
1518±17.0
1.5K 票votes 1518.000 [1501.0, 1535.0] 18.00 · 不稳Volatile N/A N/A
24 13 - 35
gemini-3.5-flash-medium
Google · Proprietary
1513±24.0
775 票votes 1513.000 [1489.0, 1537.0] 22.00 · 不稳Volatile $1.50 / $9 1M
25 13 - 35
seed-2.1-pro-preview
字节跳动 · Proprietary
1512±25.0Preliminary
671 票votes 1512.000 [1487.0, 1537.0] 22.00 · 不稳Volatile N/A N/A
26 16 - 35
claude-opus-4-5-20251101-thinking-32k
Anthropic · Proprietary
1506±19.0
1.8K 票votes 1506.000 [1487.0, 1525.0] 19.00 · 不稳Volatile $5 / $25 200K
27 16 - 39
kimi-k2.6
月之暗面 · Modified MIT
1500±19.0
1.1K 票votes 1500.000 [1481.0, 1519.0] 23.00 · 不稳Volatile $0.95 / $4 262.1K
28 13 - 44
gemini-3.5-flash
Google · Proprietary
1499±40.0
311 票votes 1499.000 [1459.0, 1539.0] 31.00 · 不稳Volatile $1.50 / $9 1M
29 21 - 39
mimo-v2.5-pro
小米 · MIT
1490±17.0
1.4K 票votes 1490.000 [1473.0, 1507.0] 18.00 · 不稳Volatile $0.43 / $0.87 1.1M
30 12 - 52
gpt-5.4-high (codex-harness)
OpenAI · Proprietary
1487±59.0
156 票votes 1487.000 [1428.0, 1546.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
31 12 - 52
gpt-5.4-medium (codex-harness)
OpenAI · Proprietary
1481±61.0
132 票votes 1481.000 [1420.0, 1542.0] 40.00 · 不稳Volatile $2.50 / $15 1.1M
32 22 - 46
kimi-k2.7-code
月之暗面 · Modified MIT
1473±25.0
649 票votes 1473.000 [1448.0, 1498.0] 24.00 · 不稳Volatile $0.73 / $3.50 262.1K
33 22 - 46
minimax-m3
MiniMax · MiniMax Community License
1472±21.0
1.0K 票votes 1472.000 [1451.0, 1493.0] 24.00 · 不稳Volatile $0.60 / $2.40 N/A
34 22 - 46
gpt-5.5 (codex-harness)
OpenAI · Proprietary
1472±18.0
1.4K 票votes 1472.000 [1454.0, 1490.0] 24.00 · 不稳Volatile N/A N/A
35 26 - 46
gemini-3.1-pro-preview
Google · Proprietary
1471±14.0
2.2K 票votes 1471.000 [1457.0, 1485.0] 20.00 · 不稳Volatile $2 / $12 1M
36 26 - 46
qwen3.6-plus
阿里巴巴 · Proprietary
1468±17.0
1.5K 票votes 1468.000 [1451.0, 1485.0] 20.00 · 不稳Volatile $0.33 / $1.95 1M
37 26 - 46
deepseek-v4-pro-thinking
DeepSeek · MIT
1465±18.0
1.4K 票votes 1465.000 [1447.0, 1483.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
38 26 - 46
claude-opus-4-5-20251101
Anthropic · Proprietary
1464±17.0
2.2K 票votes 1464.000 [1447.0, 1481.0] 20.00 · 不稳Volatile $5 / $25 200K
39 29 - 47
gemini-3-pro
Google · Proprietary
1452±17.0
2.8K 票votes 1452.000 [1435.0, 1469.0] 18.00 · 不稳Volatile $2 / $12 1M
40 29 - 49
deepseek-v4-pro
DeepSeek · MIT
1450±18.0
1.3K 票votes 1450.000 [1432.0, 1468.0] 20.00 · 不稳Volatile $0.43 / $0.87 1M
41 29 - 52
glm-5
智谱 ZAI · MIT
1442±22.0
1.0K 票votes 1442.000 [1420.0, 1464.0] 23.00 · 不稳Volatile $1 / $3.20 202.8K
42 22 - 67
gpt-5.4
OpenAI · Proprietary
1438±54.0
144 票votes 1438.000 [1384.0, 1492.0] 45.00 · 不稳Volatile $2.50 / $15 1.1M
43 30 - 53
minimax-m2.5
MiniMax · Modified MIT
1436±21.0
1.1K 票votes 1436.000 [1415.0, 1457.0] 23.00 · 不稳Volatile $0.15 / $0.90 204.8K
44 30 - 55
mimo-v2-pro
小米 · Proprietary
1434±22.0
907 票votes 1434.000 [1412.0, 1456.0] 25.00 · 不稳Volatile $1 / $3 1M
45 37 - 53
kimi-k2.5-thinking
月之暗面 · Modified MIT
1430±15.0
2.0K 票votes 1430.000 [1415.0, 1445.0] 16.00 · 不稳Volatile $0.60 / $3 N/A
46 29 - 67
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1423±40.0
339 票votes 1423.000 [1383.0, 1463.0] 38.00 · 不稳Volatile $1.75 / $14 400K
47 29 - 68
gpt-5.2
OpenAI · Proprietary
1419±52.0
255 票votes 1419.000 [1367.0, 1471.0] 39.00 · 不稳Volatile $1.75 / $14 400K
48 38 - 61
gemini-3-flash
Google · Proprietary
1417±18.0
1.9K 票votes 1417.000 [1399.0, 1435.0] 23.00 · 不稳Volatile $0.50 / $3 1M
49 38 - 63
mimo-v2.5
小米 · MIT
1414±19.0
1.3K 票votes 1414.000 [1395.0, 1433.0] 25.00 · 不稳Volatile $0.14 / $0.28 1.1M
50 39 - 64
gpt-5.4-mini-high
OpenAI · Proprietary
1411±18.0
1.4K 票votes 1411.000 [1393.0, 1429.0] 25.00 · 不稳Volatile $0.75 / $4.50 400K
51 39 - 67
glm-4.7
智谱 ZAI · MIT
1403±27.0
800 票votes 1403.000 [1376.0, 1430.0] 28.00 · 不稳Volatile $0.40 / $1.75 204.8K
52 39 - 70
gpt-5.3-codex (codex-harness)
OpenAI · Proprietary
1395±33.0
426 票votes 1395.000 [1362.0, 1428.0] 31.00 · 不稳Volatile $1.75 / $14 400K
53 44 - 68
minimax-m2.1-preview
MiniMax · MIT
1392±21.0
1.4K 票votes 1392.000 [1371.0, 1413.0] 24.00 · 不稳Volatile $0.30 / $1.20 204.8K
54 45 - 67
qwen3.5-397b-a17b
阿里巴巴 · Apache 2.0
1392±15.0
2.0K 票votes 1392.000 [1377.0, 1407.0] 22.00 · 不稳Volatile $0.39 / $2.34 262.1K
55 45 - 68
claude-sonnet-4-5-20250929-thinking-32k
Anthropic · Proprietary
1388±17.0
2.4K 票votes 1388.000 [1371.0, 1405.0] 23.00 · 不稳Volatile $3 / $15 200K
56 45 - 68
minimax-m2.7
MiniMax · Modified MIT
1385±17.0
1.6K 票votes 1385.000 [1368.0, 1402.0] 23.00 · 不稳Volatile $0.25 / $1 204.8K
57 46 - 68
claude-sonnet-4-5-20250929
Anthropic · Proprietary
1383±15.0
2.8K 票votes 1383.000 [1368.0, 1398.0] 22.00 · 不稳Volatile $3 / $15 200K
58 44 - 74
gpt-5-medium
OpenAI · Proprietary
1381±32.0
695 票votes 1381.000 [1349.0, 1413.0] 30.00 · 不稳Volatile $1.25 / $10 400K
59 45 - 74
kimi-k2.5-instant
月之暗面 · Modified MIT
1381±31.0
492 票votes 1381.000 [1350.0, 1412.0] 29.00 · 不稳Volatile $0.57 / $2.85 262.1K
60 45 - 73
inkling
Thinky · Apache 2.0
1380±25.0
677 票votes 1380.000 [1355.0, 1405.0] 28.00 · 不稳Volatile $1 / $4.05 1M
61 48 - 69
gemini-3-flash (thinking-minimal)
Google · Proprietary
1377±13.0
3.0K 票votes 1377.000 [1364.0, 1390.0] 21.00 · 不稳Volatile $0.50 / $3 1M
62 46 - 75
gpt-5.1-medium
OpenAI · Proprietary
1373±25.0
1.1K 票votes 1373.000 [1348.0, 1398.0] 29.00 · 不稳Volatile $1.25 / $10 400K
63 47 - 74
claude-opus-4-1-20250805
Anthropic · Proprietary
1372±22.0
1.5K 票votes 1372.000 [1350.0, 1394.0] 27.00 · 不稳Volatile $15 / $75 200K
64 45 - 80
glm-5v-turbo
智谱 ZAI · Proprietary
1368±40.0
291 票votes 1368.000 [1328.0, 1408.0] 35.00 · 不稳Volatile $1.20 / $4 202.8K
65 42 - 82
hunyuan-hy3-preview
腾讯 · tencent-hunyuan-community
1367±50.0
183 票votes 1367.000 [1317.0, 1417.0] 40.00 · 不稳Volatile N/A N/A
66 48 - 76
gemma-4-31b
Google · Apache 2.0
1367±21.0
1.0K 票votes 1367.000 [1346.0, 1388.0] 28.00 · 不稳Volatile $0.14 / $0.40 262.1K
67 52 - 78
grok-4.3
SpaceXAI · Proprietary
1356±19.0
1.3K 票votes 1356.000 [1337.0, 1375.0] 26.00 · 不稳Volatile $1.25 / $2.50 1M
68 57 - 79
grok-4.20-beta-0309-reasoning
SpaceXAI · Proprietary
1348±16.0
1.8K 票votes 1348.000 [1332.0, 1364.0] 22.00 · 不稳Volatile $2 / $6 2M
69 58 - 81
deepseek-v3.2-thinking
DeepSeek · MIT
1341±22.0
1.1K 票votes 1341.000 [1319.0, 1363.0] 23.00 · 不稳Volatile $0.27 / $0.40 163.8K
70 59 - 82
qwen3.5-27b
阿里巴巴 · Apache 2.0
1337±21.0
1.0K 票votes 1337.000 [1316.0, 1358.0] 23.00 · 不稳Volatile $0.20 / $1.56 262.1K
71 59 - 83
gpt-5.2-codex
OpenAI · Proprietary
1336±22.0
1.0K 票votes 1336.000 [1314.0, 1358.0] 24.00 · 不稳Volatile $1.75 / $14 400K
72 60 - 85
qwen3.5-122b-a10b
阿里巴巴 · Apache 2.0
1331±21.0
1.0K 票votes 1331.000 [1310.0, 1352.0] 25.00 · 不稳Volatile $0.26 / $2.08 262.1K
73 48 - 91
gemma-4-26b-a4b
Google · Apache 2.0
1331±54.0
164 票votes 1331.000 [1277.0, 1385.0] 43.00 · 不稳Volatile N/A N/A
74 59 - 85
laguna-m.1
Poolside · Apache 2.0
1329±27.0
636 票votes 1329.000 [1302.0, 1356.0] 26.00 · 不稳Volatile $0.20 / $0.40 262.1K
75 63 - 85
mimo-v2-flash (non-thinking)
小米 · MIT
1326±23.0
990 票votes 1326.000 [1303.0, 1349.0] 22.00 · 不稳Volatile $0.10 / $0.30 262.1K
76 65 - 85
gpt-5.1
OpenAI · Proprietary
1324±18.0
2.0K 票votes 1324.000 [1306.0, 1342.0] 20.00 · 不稳Volatile $1.25 / $10 400K
77 65 - 86
glm-4.6
智谱 ZAI · MIT
1323±22.0
1.5K 票votes 1323.000 [1301.0, 1345.0] 21.00 · 不稳Volatile $0.50 / $2 204.8K
78 64 - 86
gpt-5.1-codex
OpenAI · Proprietary
1321±25.0
1.1K 票votes 1321.000 [1296.0, 1346.0] 22.00 · 不稳Volatile $1.25 / $10 400K
79 69 - 89
kimi-k2-thinking-turbo
月之暗面 · Modified MIT
1302±16.0
2.4K 票votes 1302.000 [1286.0, 1318.0] 20.00 · 不稳Volatile $1.15 / $8 262.1K
80 71 - 87
claude-haiku-4-5-20251001
Anthropic · Proprietary
1301±12.0
3.8K 票votes 1301.000 [1289.0, 1313.0] 16.00 · 不稳Volatile $1 / $5 200K
81 67 - 93
laguna-xs.2
Poolside · Apache 2.0
1300±31.0
475 票votes 1300.000 [1269.0, 1331.0] 26.00 · 不稳Volatile $0.10 / $0.20 262.1K
82 72 - 93
deepseek-v3.2
DeepSeek · MIT
1294±19.0
1.5K 票votes 1294.000 [1275.0, 1313.0] 21.00 · 不稳Volatile $0.27 / $0.40 163.8K
83 66 - 95
mistral-medium-3.5
Mistral · Modified MIT
1291±43.0
250 票votes 1291.000 [1248.0, 1334.0] 29.00 · 不稳Volatile $1.50 / $7.50 262.1K
84 72 - 97
mimo-v2-flash (thinking)
小米 · MIT
1271±43.0
268 票votes 1271.000 [1228.0, 1314.0] 25.00 · 不稳Volatile $0.10 / $0.30 262.1K
85 80 - 95
qwen3-coder-480b-a35b-instruct
阿里巴巴 · Apache 2.0
1264±17.0
2.4K 票votes 1264.000 [1247.0, 1281.0] 15.00 · 不稳Volatile $0.40 / $1.60 262.1K
86 68 - 98
mistral-large-3
Mistral · Apache 2.0
1260±61.0
184 票votes 1260.000 [1199.0, 1321.0] 30.00 · 不稳Volatile $0.50 / $1.50 N/A
87 80 - 96
minimax-m2
MiniMax · Apache 2.0
1260±22.0
1.5K 票votes 1260.000 [1238.0, 1282.0] 16.00 · 不稳Volatile $0.26 / $1.02 204.8K
88 81 - 95
gemini-3.1-flash-lite-preview
Google · Proprietary
1259±18.0
1.8K 票votes 1259.000 [1241.0, 1277.0] 14.00 · 不稳Volatile $0.25 / $1.50 1M
89 79 - 97
deepseek-v3.2-exp
DeepSeek · MIT
1258±28.0
938 票votes 1258.000 [1230.0, 1286.0] 18.00 · 不稳Volatile $0.27 / $0.41 163.8K
90 76 - 100
trinity-large-thinking
· Apache 2.0
1242±59.0
174 票votes 1242.000 [1183.0, 1301.0] 24.00 · 不稳Volatile $0.22 / $0.85 262.1K
91 79 - 98
KAT-Coder-Pro-V1
· Proprietary
1242±46.0
364 票votes 1242.000 [1196.0, 1288.0] 19.00 · 不稳Volatile $0.21 / $0.83 256K
92 78 - 99
qwen3.5-35b-a3b
阿里巴巴 · Apache 2.0
1242±50.0
212 票votes 1242.000 [1192.0, 1292.0] 21.00 · 不稳Volatile $0.14 / $1 262.1K
93 83 - 98
grok-4-1-fast-reasoning
SpaceXAI · Proprietary
1239±27.0
975 票votes 1239.000 [1212.0, 1266.0] 15.00 · 不稳Volatile $0.20 / $0.50 2M
94 81 - 100
gpt-5.1-codex-mini
OpenAI · Proprietary
1227±47.0
286 票votes 1227.000 [1180.0, 1274.0] 19.00 · 不稳Volatile $0.25 / $2 400K
95 86 - 101
gemini-2.5-pro
Google · Proprietary
1207±34.0
637 票votes 1207.000 [1173.0, 1241.0] 15.00 · 不稳Volatile $1.25 / $10 1M
96 87 - 101
granite-4.1-8b
IBM · Apache 2.0
1183±47.0
262 票votes 1183.000 [1136.0, 1230.0] 14.00 · 不稳Volatile $0.05 / $0.10 131.1K
97 83 - 102
qwen3.5-flash
阿里巴巴 · Proprietary
1182±67.0
138 票votes 1182.000 [1115.0, 1249.0] 19.00 · 不稳Volatile N/A N/A
98 89 - 102
grok-code-fast-1
SpaceXAI · Proprietary
1146±67.0
187 票votes 1146.000 [1079.0, 1213.0] 13.00 · 不稳Volatile $0.20 / $1.50 N/A
99 92 - 102
grok-4-fast-reasoning
SpaceXAI · Proprietary
1130±63.0
172 票votes 1130.000 [1067.0, 1193.0] 10.00 · 波动Unstable $0.20 / $0.50 2M
100 93 - 102
grok-4.1-thinking
SpaceXAI · Proprietary
1129±61.0
211 票votes 1129.000 [1068.0, 1190.0] 9.00 · 波动Unstable N/A N/A
101 95 - 102
devstral-2
Mistral · Modified MIT
1122±55.0
191 票votes 1122.000 [1067.0, 1177.0] 7.00 · 波动Unstable N/A N/A
102 97 - 102
devstral-medium-2507
Mistral · Proprietary
1045±70.0
200 票votes 1045.000 [975.0, 1115.0] 5.00 · 波动Unstable $0.40 / $2 128K
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