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Compare AI models: Gemini 3.7 Flash vs LongCat-2.5-Preview

  1. Gemini 3.7 FlashGoogle
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Gemini 3.7 Flash100/10039/10026/10093/10083/10071/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder59/10082/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Audio, Pdf
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$1.35/ 1M
$0.30/ 1M
Output
$6.75/ 1M
$1.20/ 1M
Cached input
Unknown
$0.006/ 1M
MomentumLast 2 mo
Unique users
0
189K
Completed sessions
1
10,233,548
Token share
0%
0.67%
Tokens
0-100%
6.7T+100%
No trend data
AUG 21OCT 15
RetentionWeek 1
Returning users
Pending
64.5%757 user-weeks

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