GitHub[208K]Try OpenCode

Compare AI models: Nano Banana 2.1 vs LongCat-2.5-Preview

  1. Nano Banana 2.1GoogleHollow points use fallbacks · hover for details
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
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 placeholder27/10034/10067/1000/100 — Tool calling not supported
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder58/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
131K
1M
Reasoning
True
True
Input modalities
Text, Image, Video
Text, Image
Output modalities
Text, Image
Text
Providers
Pricing
Input
$1.50/ 1M
$0.30/ 1M
Output
$7.50/ 1M
$1.20/ 1M
Cached input
Unknown
$0.006/ 1M
MomentumLast 2 mo
Unique users
No usage
159K
Completed sessions
No usage
8,095,394
Token share
No usage
0.61%
Tokens
No usage
6T+100%
No trend data
AUG 18OCT 12
RetentionWeek 1
Returning users
Pending
64.5%757 user-weeks

Related comparisons. Other model pairs to check.