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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-2.024/10069/10036/10081/1000/10029/100
Muse Spark 1.2 Contributor0/10041/10080/10092/10083/1000/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
$0.75/ 1M
$0.10/ 1M
Output
$3.00/ 1M
$0.20/ 1M
Cached input
$0.01/ 1M
$0.002/ 1M
MomentumLast 2 mo
Unique users
52K
161K
Completed sessions
547,647
313,015,833
Token share
0.03%
1.04%
Tokens
323B-10%
13T-52%
SEP 5OCT 30
SEP 5OCT 30
RetentionWeek 1
Returning users
64.3%753 user-weeks
67.7%3.8K user-weeks

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