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

  1. Qwen3.8 FlashAlibabaHollow 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
Qwen3.8 Flash50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder72/10081/10050/10050/100 — Tool calling supported; no comparable benchmark
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder38/10081/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text, Image, Video
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.75/ 1M
Output
$0.47/ 1M
$2.95/ 1M
Cached input
$0.02/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
228K
291K
Completed sessions
2,219,159
15,849,760
Token share
0.24%
0.76%
Tokens
2.9T+1,246%
9T+100%
SEP 1OCT 26
SEP 1OCT 26
RetentionWeek 1
Returning users
61.2%11K user-weeks
62.6%2.8K user-weeks

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