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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 Flash100/10074/10072/10081/1000/100No data
Ling 3.0 Flash Fin100/100No data89/10062/1000/100No data
Overview
Author
Context length
1M
262K
Reasoning
True
True
Input modalities
Text
Text
Output modalities
Text
Text
Providers
Pricing
Input
$0.15/ 1M
$0.06/ 1M
Output
$0.60/ 1M
$0.18/ 1M
Cached input
$0.003/ 1M
$0.01/ 1M
MomentumLast 2 mo
Unique users
4.3M
No usage
Completed sessions
31,748,876
No usage
Token share
48%
No usage
Tokens
295T+130%
No usage
JUL 22SEP 15
No trend data
RetentionWeek 1
Returning users
68.3%483K user-weeks
Pending

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