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Compare AI models: LongCat-2.0 vs Muse Spark 1.2 Contributor

  1. LongCat-2.0Meituan
  2. Muse Spark 1.2 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.024/10069/10056/10081/1000/10029/100
Muse Spark 1.2 Contributor0/10041/10079/10092/10083/1000/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.10/ 1M
Output
$1.20/ 1M
$0.20/ 1M
Cached input
$0.006/ 1M
$0.002/ 1M
MomentumLast 2 mo
Unique users
52K
135K
Completed sessions
550,425
293,030,011
Token share
0.02%
0.83%
Tokens
309B-22%
11T-63%
SEP 8NOV 2
SEP 8NOV 2
RetentionWeek 1
Returning users
61.7%643 user-weeks
63.2%1.7K user-weeks

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