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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 Flash100/10074/10081/10082/1000/100No data
LongCat-2.028/10070/10042/10082/1000/10031/100
Overview
Author
Context length
1M
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.14/ 1M
$0.75/ 1M
Output
$0.28/ 1M
$3.00/ 1M
Cached input
$0.03/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
3.7M
No usage
Completed sessions
19,331,943
No usage
Token share
60.3%
No usage
Tokens
261T+86%
No usage
JUL 4AUG 28
No trend data
RetentionWeek 1
Returning users
68.7%354K user-weeks
Pending

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