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CompareAI models

  1. DeepSeek V4 Flash Vision ExpDeepSeek
  2. union-alpha
ReasoningCodingCost efficiencyContext windowMultimodalTool use
Normalized model capability scores
ModelReasoningCodingCost efficiencyContext windowMultimodalTool use
DeepSeek V4 Flash Vision Exp100/100No data72/10081/10033/100No data
union-alphaNo dataNo dataNo dataNo dataNo dataNo data
Overview
Author
Context length
1M
Unknown
Reasoning
True
Unknown
Input modalities
Text, Image
Unknown
Output modalities
Text
Unknown
Providers
Pricing
Input
$0.15/ 1M
Unknown
Output
$0.60/ 1M
Unknown
Cached input
$0.003/ 1M
Unknown
MomentumLast 2 mo
Unique users
268K
35K
Completed sessions
610,789
878,383
Token share
1.01%
0.07%
Tokens
6.8T+100%
470B+100%
JUL 25SEP 18
JUL 25SEP 18
RetentionWeek 1
Returning users
69.6%14K user-weeks
Pending

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