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Compare AI models: LongCat-2.5 vs MiniMax-M3

  1. LongCat-2.5MeituanHollow points use fallbacks · hover for details
  2. MiniMax-M3MiniMaxHollow 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 placeholder58/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M350/100 — Reasoning supported; no comparable benchmark83/10048/10092/10050/10021/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.30/ 1M
$0.40/ 1M
Output
$1.20/ 1M
$2.00/ 1M
Cached input
$0.006/ 1M
$0.10/ 1M
MomentumLast 2 mo
Unique users
6.1K
172K
Completed sessions
70,116
1,389,764
Token share
0.01%
0.15%
Tokens
181B+100%
2.1T-43%
SEP 16NOV 10
SEP 16NOV 10
RetentionWeek 1
Returning users
Pending
59%9.2K user-weeks

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