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Compare AI models: LongCat-2.0 vs GLM-5.3-Flash

  1. LongCat-2.0Meituan
  2. GLM-5.3-FlashZhipu
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.024/10069/10059/10081/1000/10029/100
GLM-5.3-Flash55/10037/10072/10081/10067/1000/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video, Pdf
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.15/ 1M
Output
$1.20/ 1M
$0.50/ 1M
Cached input
$0.006/ 1M
$0.03/ 1M
MomentumLast 2 mo
Unique users
55K
1.2M
Completed sessions
445,309
17,527,435
Token share
0.05%
5.47%
Tokens
474B+251%
56T+416%
AUG 23OCT 17
AUG 23OCT 17
RetentionWeek 1
Returning users
64.8%701 user-weeks
62.8%89K user-weeks

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