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Compare AI models: LongCat-2.0 vs GLM-5.3

  1. LongCat-2.0Meituan
  2. GLM-5.3Zhipu
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.026/10069/10058/10081/1000/10029/100
GLM-5.383/100100/10032/10081/1000/100100/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$1.40/ 1M
Output
$1.20/ 1M
$4.40/ 1M
Cached input
$0.006/ 1M
$0.26/ 1M
MomentumLast 2 mo
Unique users
49K
343K
Completed sessions
354,031
714,226
Token share
0.05%
0.15%
Tokens
447B+231%
1.5T+1,316%
AUG 16OCT 10
AUG 16OCT 10
RetentionWeek 1
Returning users
63%613 user-weeks
52.3%24K user-weeks

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