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Compare AI models: LongCat-2.0 vs LongCat-2.5-Preview

  1. LongCat-2.0Meituan
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.026/10069/10060/10080/1000/10029/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder60/10080/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.30/ 1M
Output
$1.20/ 1M
$1.20/ 1M
Cached input
$0.006/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
47K
87K
Completed sessions
307,105
4,010,183
Token share
0.05%
0.44%
Tokens
433B+221%
4.1T+100%
AUG 13OCT 7
AUG 13OCT 7
RetentionWeek 1
Returning users
63%613 user-weeks
Pending

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