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CompareAI models

  1. Qwen3.8 MaxAlibaba
  2. LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Max100/100No data29/10081/10067/100No data
LongCat-2.026/10070/10063/10081/1000/10031/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf
Text
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.30/ 1M
Output
$6.00/ 1M
$1.20/ 1M
Cached input
$0.25/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
149K
31K
Completed sessions
251,190
77,769
Token share
0.05%
0.08%
Tokens
315B+100%
474B+100%
JUL 23SEP 16
JUL 23SEP 16
RetentionWeek 1
Returning users
43.8%7.3K user-weeks
78.1%242 user-weeks

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