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Academia-industry model concentration
Balance between academic and industry production of notable machine learning models in the nation (0-1).
Overview
Source
Epoch AI – Stanford HAI Global AI Vibrancy Tool, full data export 24 September 2025
Notes
—
Date Range
2017–2024
Last Updated
September 2025
Next Update Expected
—
Unit
score
Scale
units
License
Custom terms (see source)
Chart
Grid
Bar
Marimekko
Line
Map
Treemap
Table
Region
All
22
Europe
12
Asia Pacific
8
Americas
2
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Descending (2024)
Ascending (2024)
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Future growth
Future decline
Historic growth
Historic decline
2017
2024
2024
Academia-industry model production concentration, 2024
🇨🇳
China
2024
0.00
#1 World
2017
2024
🇫🇷
France
2024
0.00
#1 World
2017
2024
🇩🇪
Germany
2024
0.00
#1 World
2017
2024
🇮🇱
Israel
2024
0.00
#1 World
2017
2024
🇸🇬
Singapore
2024
0.00
#1 World
2017
2024
🇰🇷
South Korea
2024
0.00
#1 World
2017
2024
🇺🇸
United States
2024
0.00
#1 World
2017
2024
🇦🇺
Australia
2024
—
2017
2024
🇦🇹
Austria
2024
—
2017
2024
🇨🇦
Canada
2024
—
2017
2024
🇨🇿
Czech Republic
2024
—
2017
2024
🇮🇳
India
2024
—
2017
2024
🇮🇪
Ireland
2024
—
2017
2024
🇯🇵
Japan
2024
—
2017
2024
🇳🇱
Netherlands
2024
—
2017
2024
🇳🇴
Norway
2024
—
2017
2024
🇵🇱
Poland
2024
—
2017
2024
🇷🇺
Russia
2024
—
2017
2024
🇸🇦
Saudi Arabia
2024
—
2017
2024
🇸🇪
Sweden
2024
—
2017
2024
🇨🇭
Switzerland
2024
—
2017
2024
🇬🇧
United Kingdom
2024
—
2017
2024
Citations
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