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CompareAI models

  1. DeepSeek V4 FlashDeepSeek
  2. LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Flash100/10074/10080/10081/1000/100No data
LongCat-2.028/10072/10064/10081/1000/10033/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.14/ 1M
$0.30/ 1M
Output
$0.28/ 1M
$1.20/ 1M
Cached input
$0.03/ 1M
$0.006/ 1M
MomentumLast 2 mo
Unique users
2.1M
No usage
Completed sessions
13,135,871
No usage
Token share
68.2%
No usage
Tokens
149T+393%
No usage
JUN 18AUG 12
No trend data

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