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Compare AI models: Qwen3.8 Max vs LongCat-2.5-Preview

  1. Qwen3.8 MaxAlibaba
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Qwen3.8 Max88/100100/10025/10081/10067/10091/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder37/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video, Pdf
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$2.00/ 1M
$0.75/ 1M
Output
$6.00/ 1M
$2.95/ 1M
Cached input
$0.25/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
117K
291K
Completed sessions
566,200
15,849,760
Token share
0.02%
0.73%
Tokens
247B-5%
9T+100%
SEP 6OCT 31
SEP 6OCT 31
RetentionWeek 1
Returning users
43.5%5.4K user-weeks
62.6%2.8K user-weeks

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