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

  1. LongCat-2.5MeituanHollow points use fallbacks · hover for details
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.550/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder56/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder37/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.79/ 1M
Output
$1.20/ 1M
$3.10/ 1M
Cached input
$0.006/ 1M
$0.02/ 1M
MomentumLast 2 mo
Unique users
6.1K
291K
Completed sessions
70,116
15,849,760
Token share
0.01%
0.65%
Tokens
181B+100%
9T+100%
SEP 16NOV 10
SEP 16NOV 10
RetentionWeek 1
Returning users
Pending
60.6%3.3K user-weeks

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