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CompareAI models

  1. DeepSeek V4 FlashDeepSeek
  2. LongCat-2.5-PreviewMeituanHollow points use fallbacks · hover for details
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Flash26/10075/10063/10080/1000/1000/100
LongCat-2.5-Preview50/100 — Reasoning supported; no comparable benchmark50/100 — No data; neutral placeholder50/100 — No data; neutral placeholder80/10033/10050/100 — Tool calling supported; no comparable benchmark
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text, Image
Output modalities
Text
Text
Providers
Pricing
Input
$0.27/ 1M
Unknown
Output
$1.08/ 1M
Unknown
Cached input
$0.0054/ 1M
Unknown
MomentumLast 2 mo
Unique users
4.4M
No usage
Completed sessions
38,129,687
No usage
Token share
37.5%
No usage
Tokens
301T+162%
No usage
AUG 2SEP 26
No trend data
RetentionWeek 1
Returning users
67.6%486K user-weeks
Pending

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