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Compare AI models: LongCat-2.0 vs Muse Spark 1.3 Contributor

  1. LongCat-2.0Meituan
  2. Muse Spark 1.3 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.026/10069/10059/10082/1000/10029/100
Muse Spark 1.3 Contributor100/10093/10083/10093/10083/100100/100
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
1.4M
Completed sessions
409,162
367,449,453
Token share
0.05%
21.9%
Tokens
463B+243%
218T+100%
AUG 20OCT 14
AUG 20OCT 14
RetentionWeek 1
Returning users
64.8%701 user-weeks
67%41K user-weeks

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