APO RESEARCH · REPORT
3D Generative AI Model
3D Generative AI Model refers to model-based tools that generate or assist with three-dimensional content.

Product & engineering
Understand the product.
Input rights, representation, output assessment, editing and licensing define the deliverable; generated geometry requires validation for its intended use.
What turns activity into demand
Procurement depends on the agreed deliverable, integration, rights and continuing support. Separate initial projects or software access from repeat service work when interpreting the selected market study.
The commercial boundary
Define delivered work, software rights, hardware and continuing services separately. The selected edition describes its research coverage, rather than establishing supplier capabilities.
Which supplied scope and interfaces define 3D Generative AI Model?
Input rights, representation, output assessment, editing and licensing define the deliverable; generated geometry requires validation for its intended use.
Selected research
Market Outlook & Growth Opportunities
Global 3D Generative AI Model Market Outlook and Growth Opportunities 2026
Market perspective
The global 3D Generative AI Model market was valued at US$ million in 2026 and is projected to reach US$ million by 2032, implying a compound annual growth rate (CAGR) of % over 2026-2032.
The North America market for 3D Generative AI Model is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
The Europe market for 3D Generative AI Model is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
Read the full market overview
The Asia Pacific market for 3D Generative AI Model is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
In China, the 3D Generative AI Model market is projected to increase from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026-2032.
Major global companies in the 3D Generative AI Model market include Nvidia, Google, Backflip AI, Stability AI, Luma AI, 3DFY, Sloyd, Gepetto and Tencent, among others. In 2025, the top three vendors together accounted for approximately % of global market revenue.
This report provides an overview of the global 3D Generative AI Model market in terms of revenue and gross margin, analyzing global market trends using historical revenue data for 2021-2025, estimates for 2026, and projected CAGRs through 2032.
The study covers key producers of 3D Generative AI Model and market revenue by major regions and countries, assesses future market potential, and highlights priority regions and countries for segmenting the market into sub-sectors, with country-specific market value data for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, the Middle East, Africa, and other countries.
The report also presents 3D Generative AI Model revenue, market share, and industry ranking for the main companies for 2021-2026, identifies the major stakeholders in the global market, and analyzes their competitive landscape and market positioning based on recent developments and segmental revenues.
Across the 2021-2026 period, the analysis compares revenue growth and profitability profiles by company, distinguishing participants with sustained expansion from those with more cyclical performance, and relates these patterns to differences in regional exposure, product portfolios, and application focus in the global 3D Generative AI Model market.
3D Generative AI Model Segment by Company
Nvidia
Backflip AI
Stability AI
Luma AI
3DFY
Sloyd
Gepetto
Tencent
Midjourney
SORA
OpenAI
3D Generative AI Model Segment by Type
2D
3D
3D Generative AI Model Segment by Application
Game
Animation
Industrial Design
Other
3D Generative AI Model Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Spain
Netherlands
Switzerland
Sweden
Poland
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Middle East & Africa
Egypt
South Africa
Israel
Türkiye
GCC Countries
Study Objectives
1. To analyze and research the global 3D Generative AI Model status and future forecast, involving, revenue, growth rate (CAGR), market share, historical and forecast.
2. To present the 3D Generative AI Model key companies, revenue, market share, and recent developments.
3. To split the 3D Generative AI Model breakdown data by regions, type, companies, and application.
4. To analyze the global and key regions 3D Generative AI Model market potential and advantage, opportunity and challenge, restraints, and risks.
5. To identify 3D Generative AI Model significant trends, drivers, influence factors in global and regions.
6. To analyze 3D Generative AI Model competitive developments such as expansions, agreements, new product launches, and acquisitions in the market.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global 3D Generative AI Model market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of 3D Generative AI Model and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in sales and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market.
5. This report helps stakeholders to gain insights into which regions to target globally.
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of 3D Generative AI Model.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Introduces the report scope of the report, global total market size.
Chapter 2: Analysis key trends, drivers, challenges, and opportunities within the global 3D Generative AI Model industry.
Chapter 3: Detailed analysis of 3D Generative AI Model company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales value of 3D Generative AI Model in regional level. It provides a quantitative analysis of the market size and development potential of each region and introduces the market development, future development prospects, market space, and market size of key country in the world.
Chapter 7: Sales value of 3D Generative AI Model in country level. It provides sigmate data by type, and by application for each country/region.
Chapter 8: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including revenue, gross margin, product introduction, recent development, etc.
Chapter 9: Concluding Insights.
More report detail
Tables and figures
Scope & coverage.
Types
- 2D
- 3D
Applications
- Game
- Animation
- Industrial Design
- Other
Companies covered
- Nvidia
- Backflip AI
- Stability AI
- Luma AI
- 3DFY
- Sloyd
- Gepetto
- Tencent
- Midjourney
- SORA
- OpenAI
Inside the report.
1 Market Overview
- 1.1 Product Definition
- 1.2 Global 3D Generative AI Model Market Size, 2021 VS 2025 VS 2032
- 1.3 Global 3D Generative AI Model Market Size (2021-2032)
- 1.4 Assumptions and Limitations
- 1.5 Study Goals and Objectives
2 3D Generative AI Model Market Dynamics
- 2.1 3D Generative AI Model Industry Trends
- 2.2 3D Generative AI Model Industry Drivers
- 2.3 3D Generative AI Model Industry Opportunities and Challenges
- 2.4 3D Generative AI Model Industry Restraints
3 3D Generative AI Model Market by Company
- 3.1 Global 3D Generative AI Model Company Revenue Ranking in 2025
- 3.2 Global 3D Generative AI Model Revenue by Company (2021-2026)
- 3.3 Global 3D Generative AI Model Company Ranking (2024-2026)
- 3.4 Global 3D Generative AI Model Company Manufacturing Base and Headquarters
- 3.5 Global 3D Generative AI Model Company Product Type and Application
- 3.6 Global 3D Generative AI Model Company Establishment Date
- 3.7 Market Competitive Analysis
- 3.7.1 Global 3D Generative AI Model Market Concentration Ratio (CR5 and HHI)
- 3.7.2 Global Top 5 and 10 Company Market Share by Revenue in 2025
- 3.7.3 2025 3D Generative AI Model Tier 1, Tier 2, and Tier 3 Companies
- 3.8 Mergers and Acquisitions Expansion
4 3D Generative AI Model Market by Type
- 4.1 3D Generative AI Model Type Introduction
- 4.1.1 2D
- 4.1.2 3D
- 4.2 Global 3D Generative AI Model Sales Value by Type
- 4.2.1 Global 3D Generative AI Model Sales Value by Type (2021 VS 2025 VS 2032)
- 4.2.2 Global 3D Generative AI Model Sales Value by Type (2021-2032)
- 4.2.3 Global 3D Generative AI Model Sales Value Share by Type (2021-2032)
5 3D Generative AI Model Market by Application
- 5.1 3D Generative AI Model Application Introduction
- 5.1.1 Game
- 5.1.2 Animation
- 5.1.3 Industrial Design
- 5.1.4 Other
- 5.2 Global 3D Generative AI Model Sales Value by Application
- 5.2.1 Global 3D Generative AI Model Sales Value by Application (2021 VS 2025 VS 2032)
- 5.2.2 Global 3D Generative AI Model Sales Value by Application (2021-2032)
- 5.2.3 Global 3D Generative AI Model Sales Value Share by Application (2021-2032)
6 3D Generative AI Model Regional Value Analysis
- 6.1 Global 3D Generative AI Model Sales Value by Region: 2021 VS 2025 VS 2032
- 6.2 Global 3D Generative AI Model Sales Value by Region (2021-2032)
- 6.2.1 Global 3D Generative AI Model Sales Value by Region: 2021-2026
- 6.2.2 Global 3D Generative AI Model Sales Value by Region (2027-2032)
- 6.3 North America
- 6.3.1 North America 3D Generative AI Model Sales Value (2021-2032)
- 6.3.2 North America 3D Generative AI Model Sales Value Share by Country, 2025 VS 2032
- 6.4 Europe
- 6.4.1 Europe 3D Generative AI Model Sales Value (2021-2032)
- 6.4.2 Europe 3D Generative AI Model Sales Value Share by Country, 2025 VS 2032
- 6.5 Asia-Pacific
- 6.5.1 Asia-Pacific 3D Generative AI Model Sales Value (2021-2032)
- 6.5.2 Asia-Pacific 3D Generative AI Model Sales Value Share by Country, 2025 VS 2032
- 6.6 South America
- 6.6.1 South America 3D Generative AI Model Sales Value (2021-2032)
- 6.6.2 South America 3D Generative AI Model Sales Value Share by Country, 2025 VS 2032
- 6.7 Middle East & Africa
- 6.7.1 Middle East & Africa 3D Generative AI Model Sales Value (2021-2032)
- 6.7.2 Middle East & Africa 3D Generative AI Model Sales Value Share by Country, 2025 VS 2032
7 3D Generative AI Model Country-level Value Analysis
- 7.1 Global 3D Generative AI Model Sales Value by Country: 2021 VS 2025 VS 2032
- 7.2 Global 3D Generative AI Model Sales Value by Country (2021-2032)
- 7.2.1 Global 3D Generative AI Model Sales Value by Country (2021-2026)
- 7.2.2 Global 3D Generative AI Model Sales Value by Country (2027-2032)
- 7.3 USA
- 7.3.1 USA 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.3.2 USA 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.3.3 USA 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.4 Canada
- 7.4.1 Canada 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.4.2 Canada 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.4.3 Canada 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.5 Mexico
- 7.5.1 Mexico 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.5.2 Mexico 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.5.3 Mexico 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.6 Germany
- 7.6.1 Germany 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.6.2 Germany 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.6.3 Germany 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.7 France
- 7.7.1 France 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.7.2 France 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.7.3 France 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.8 U.K.
- 7.8.1 U.K. 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.8.2 U.K. 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.8.3 U.K. 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.9 Italy
- 7.9.1 Italy 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.9.2 Italy 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.9.3 Italy 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.10 Spain
- 7.10.1 Spain 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.10.2 Spain 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.10.3 Spain 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.11 Russia
- 7.11.1 Russia 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.11.2 Russia 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.11.3 Russia 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.12 Netherlands
- 7.12.1 Netherlands 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.12.2 Netherlands 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.12.3 Netherlands 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.13 Nordic Countries
- 7.13.1 Nordic Countries 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.13.2 Nordic Countries 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.13.3 Nordic Countries 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.14 China
- 7.14.1 China 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.14.2 China 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.14.3 China 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.15 Japan
- 7.15.1 Japan 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.15.2 Japan 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.15.3 Japan 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.16 South Korea
- 7.16.1 South Korea 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.16.2 South Korea 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.16.3 South Korea 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.17 India
- 7.17.1 India 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.17.2 India 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.17.3 India 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.18 Australia
- 7.18.1 Australia 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.18.2 Australia 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.18.3 Australia 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.19 Southeast Asia
- 7.19.1 Southeast Asia 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.19.2 Southeast Asia 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.19.3 Southeast Asia 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.20 Brazil
- 7.20.1 Brazil 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.20.2 Brazil 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.20.3 Brazil 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.21 Argentina
- 7.21.1 Argentina 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.21.2 Argentina 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.21.3 Argentina 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.22 Chile
- 7.22.1 Chile 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.22.2 Chile 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.22.3 Chile 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.23 Colombia
- 7.23.1 Colombia 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.23.2 Colombia 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.23.3 Colombia 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.24 Peru
- 7.24.1 Peru 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.24.2 Peru 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.24.3 Peru 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.25 Saudi Arabia
- 7.25.1 Saudi Arabia 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.25.2 Saudi Arabia 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.25.3 Saudi Arabia 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.26 Israel
- 7.26.1 Israel 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.26.2 Israel 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.26.3 Israel 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.27 UAE
- 7.27.1 UAE 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.27.2 UAE 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.27.3 UAE 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.28 Turkey
- 7.28.1 Turkey 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.28.2 Turkey 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.28.3 Turkey 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.29 Iran
- 7.29.1 Iran 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.29.2 Iran 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.29.3 Iran 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
- 7.30 Egypt
- 7.30.1 Egypt 3D Generative AI Model Sales Value Growth Rate (2021-2032)
- 7.30.2 Egypt 3D Generative AI Model Sales Value Share by Type, 2025 VS 2032
- 7.30.3 Egypt 3D Generative AI Model Sales Value Share by Application, 2025 VS 2032
8 Company Profiles
- 8.1 Nvidia
- 8.1.1 Nvidia Company Information
- 8.1.2 Nvidia Business Overview
- 8.1.3 Nvidia 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.1.4 Nvidia 3D Generative AI Model Product Portfolio
- 8.1.5 Nvidia Recent Developments
- 8.2 Google
- 8.2.1 Google Company Information
- 8.2.2 Google Business Overview
- 8.2.3 Google 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.2.4 Google 3D Generative AI Model Product Portfolio
- 8.2.5 Google Recent Developments
- 8.3 Backflip AI
- 8.3.1 Backflip AI Company Information
- 8.3.2 Backflip AI Business Overview
- 8.3.3 Backflip AI 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.3.4 Backflip AI 3D Generative AI Model Product Portfolio
- 8.3.5 Backflip AI Recent Developments
- 8.4 Stability AI
- 8.4.1 Stability AI Company Information
- 8.4.2 Stability AI Business Overview
- 8.4.3 Stability AI 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.4.4 Stability AI 3D Generative AI Model Product Portfolio
- 8.4.5 Stability AI Recent Developments
- 8.5 Luma AI
- 8.5.1 Luma AI Company Information
- 8.5.2 Luma AI Business Overview
- 8.5.3 Luma AI 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.5.4 Luma AI 3D Generative AI Model Product Portfolio
- 8.5.5 Luma AI Recent Developments
- 8.6 3DFY
- 8.6.1 3DFY Company Information
- 8.6.2 3DFY Business Overview
- 8.6.3 3DFY 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.6.4 3DFY 3D Generative AI Model Product Portfolio
- 8.6.5 3DFY Recent Developments
- 8.7 Sloyd
- 8.7.1 Sloyd Company Information
- 8.7.2 Sloyd Business Overview
- 8.7.3 Sloyd 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.7.4 Sloyd 3D Generative AI Model Product Portfolio
- 8.7.5 Sloyd Recent Developments
- 8.8 Gepetto
- 8.8.1 Gepetto Company Information
- 8.8.2 Gepetto Business Overview
- 8.8.3 Gepetto 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.8.4 Gepetto 3D Generative AI Model Product Portfolio
- 8.8.5 Gepetto Recent Developments
- 8.9 Tencent
- 8.9.1 Tencent Company Information
- 8.9.2 Tencent Business Overview
- 8.9.3 Tencent 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.9.4 Tencent 3D Generative AI Model Product Portfolio
- 8.9.5 Tencent Recent Developments
- 8.10 Midjourney
- 8.10.1 Midjourney Company Information
- 8.10.2 Midjourney Business Overview
- 8.10.3 Midjourney 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.10.4 Midjourney 3D Generative AI Model Product Portfolio
- 8.10.5 Midjourney Recent Developments
- 8.11 SORA
- 8.11.1 SORA Company Information
- 8.11.2 SORA Business Overview
- 8.11.3 SORA 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.11.4 SORA 3D Generative AI Model Product Portfolio
- 8.11.5 SORA Recent Developments
- 8.12 OpenAI
- 8.12.1 OpenAI Company Information
- 8.12.2 OpenAI Business Overview
- 8.12.3 OpenAI 3D Generative AI Model Revenue and Gross Margin (2021-2026)
- 8.12.4 OpenAI 3D Generative AI Model Product Portfolio
- 8.12.5 OpenAI Recent Developments
9 Concluding Insights
10 Appendix
- 10.1 Reasons for Doing This Study
- 10.2 Research Methodology
- 10.3 Research Process
- 10.4 Authors List of This Report
- 10.5 Data Source
- 10.5.1 Secondary Sources
- 10.5.2 Primary Sources
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