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Compare AI models: LongCat-2.5-Preview vs MiniMax-M3

  1. LongCat-2.5-PreviewMeituanHollow 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-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder38/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M350/100 — Reasoning supported; no comparable benchmark83/10056/10092/10050/10021/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.75/ 1M
$0.30/ 1M
Output
$2.95/ 1M
$1.20/ 1M
Cached input
$0.01/ 1M
$0.06/ 1M
MomentumLast 2 mo
Unique users
291K
194K
Completed sessions
15,849,760
1,635,973
Token share
0.75%
0.17%
Tokens
9T+100%
2.1T-56%
SEP 3OCT 28
SEP 3OCT 28
RetentionWeek 1
Returning users
62.6%2.8K user-weeks
60.2%12K user-weeks

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