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Compare AI models: Nano Banana 2.1 vs LongCat-2.0

  1. Nano Banana 2.1GoogleHollow points use fallbacks · hover for details
  2. LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Nano Banana 2.150/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder28/10033/10067/1000/100 — Tool calling not supported
LongCat-2.026/10069/10060/10080/1000/10029/100
Overview
Author
Context length
131K
1M
Reasoning
True
True
Input modalities
Text, Image, Video
Text
Output modalities
Text, Image
Text
Providers
Pricing
Input
$1.50/ 1M
$0.30/ 1M
Output
$7.50/ 1M
$1.20/ 1M
Cached input
$0.15/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
No usage
48K
Completed sessions
No usage
330,971
Token share
No usage
0.05%
Tokens
No usage
441B+227%
No trend data
AUG 14OCT 8
RetentionWeek 1
Returning users
Pending
63%613 user-weeks

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