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Compare AI models: LongCat-2.0 vs MiniMax-M3.1-Flash

  1. LongCat-2.0Meituan
  2. MiniMax-M3.1-FlashMiniMaxHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
LongCat-2.024/10069/10039/10081/1000/10029/100
MiniMax-M3.1-Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder69/10081/10050/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image, Video
Output modalities
Text
Text
Providers
Pricing
Input
$0.75/ 1M
$0.15/ 1M
Output
$3.00/ 1M
$0.60/ 1M
Cached input
$0.01/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
56K
2
Completed sessions
470,923
8
Token share
0.05%
0%
Tokens
477B+242%
5.7K+100%
AUG 25OCT 19
AUG 25OCT 19
RetentionWeek 1
Returning users
66.5%770 user-weeks
Pending

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