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CompareAI models

  1. DeepSeek V4 FlashDeepSeek
  2. Ling 3.0 Flash FinInclusionai
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Flash100/10074/10081/10082/1000/100No data
Ling 3.0 Flash Fin100/100No data100/10064/1000/100No data
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.14/ 1M
$0.00/ 1M
Output
$0.28/ 1M
$0.00/ 1M
Cached input
$0.03/ 1M
Unknown
MomentumLast 2 mo
Unique users
3.9M
No usage
Completed sessions
21,730,455
No usage
Token share
59.5%
No usage
Tokens
271T+92%
No usage
JUL 7AUG 31
No trend data
RetentionWeek 1
Returning users
69.2%419K user-weeks
Pending

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