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CompareAI models

  1. Ling 3.0 Flash FinInclusionai
  2. LongCat-2.0Meituan
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
Ling 3.0 Flash Fin100/100No data100/10064/1000/100No data
LongCat-2.028/10070/10041/10082/1000/10031/100
Overview
Author
Context length
262K
1M
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.00/ 1M
$0.75/ 1M
Output
$0.00/ 1M
$3.00/ 1M
Cached input
Unknown
$0.01/ 1M
MomentumLast 2 mo
Unique users
No usage
No usage
Completed sessions
No usage
No usage
Token share
No usage
No usage
Tokens
No usage
No usage
No trend data
No trend data
RetentionWeek 1
Returning users
Pending
Pending

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