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CompareAI models

  1. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
  2. MiniMax-M2.7MiniMaxHollow 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 placeholder50/100 — No data; neutral placeholder80/10033/10050/100 — Tool calling supported; no comparable benchmark
MiniMax-M2.750/100 — Reasoning supported; no comparable benchmark78/10060/10047/1000/1000/100
Overview
Author
Context length
1M
205K
Reasoning
True
True
Input modalities
Text, Image
Text
Output modalities
Text
Text
Providers
Pricing
Input
Unknown
$0.30/ 1M
Output
Unknown
$1.20/ 1M
Cached input
Unknown
$0.06/ 1M
MomentumLast 2 mo
Unique users
No usage
81K
Completed sessions
No usage
166,671
Token share
No usage
0.03%
Tokens
No usage
269B-40%
No trend data
AUG 2SEP 26
RetentionWeek 1
Returning users
Pending
65.8%3K user-weeks

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