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Compare AI models: Gemini 3.8 Flash vs LongCat-2.5-Preview

  1. Gemini 3.8 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 3.8 Flash50/10088/10039/10092/10083/10050/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder60/10080/10033/10050/100 — 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
$0.75/ 1M
$0.30/ 1M
Output
$3.75/ 1M
$1.20/ 1M
Cached input
$0.07/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
0
110K
Completed sessions
16
5,146,079
Token share
0%
0.5%
Tokens
00%
4.8T+100%
No trend data
AUG 14OCT 8
RetentionWeek 1
Returning users
Pending
Pending

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