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CompareAI models

  1. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
  2. Muse Spark 1.3 ContributorMeta
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder80/10033/10050/100 — Tool calling supported; no comparable benchmark
Muse Spark 1.3 Contributor100/100100/10085/10092/10083/100100/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Video, Pdf, Audio
Output modalities
Text
Text
Providers
Pricing
Input
Unknown
$0.10/ 1M
Output
Unknown
$0.20/ 1M
Cached input
Unknown
$0.002/ 1M
MomentumLast 2 mo
Unique users
No usage
789K
Completed sessions
No usage
234,964,192
Token share
No usage
14.9%
Tokens
No usage
120T+100%
No trend data
AUG 2SEP 26
RetentionWeek 1
Returning users
Pending
83.3%13K user-weeks

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