APO Research, Inc.

APO RESEARCH · REPORT

Vision-Language-Action (VLA) Models

Selected research

Market Analysis & Forecast

Global Vision-Language-Action (VLA) Models Market Analysis and Forecast 2026-2032

Market perspective

The global Vision-Language-Action (VLA) Models market is projected to grow from US$ million in 2026 to US$ million by 2032, at a Compound Annual Growth Rate (CAGR) of % during the forecast period.

The North America market for Vision-Language-Action (VLA) Models is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.

Europe market for Vision-Language-Action (VLA) Models is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.

Read the full market overview

Asia-Pacific market for Vision-Language-Action (VLA) Models is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.

The China market for Vision-Language-Action (VLA) Models is estimated to increase from $ million in 2026 to reach $ million by 2032, at a CAGR of % during the forecast period of 2026 through 2032.

The major global companies of Vision-Language-Action (VLA) Models include Google DeepMind, Figure AI, Physical Intelligence, NVIDIA, Microsoft, Wayve, Hangzhou Xingyan Intelligent Technology Co., Ltd., Proto-Sentient Intelligence and Kepler Robotics, etc. In 2025, the world's top three vendors accounted for approximately % of the revenue.

Report Includes

This report presents an overview of global market for Vision-Language-Action (VLA) Models, market size. Analyses of the global market trends, with historic market revenue data for 2021 - 2025, estimates for 2026, and projections of CAGR through 2032.

This report researches the key producers of Vision-Language-Action (VLA) Models, also provides the revenue of main regions and countries. Of the upcoming market potential for Vision-Language-Action (VLA) Models, and key regions or countries of focus to forecast this market into various segments and sub-segments. Country specific data and market value analysis for the U.S., Canada, Mexico, Brazil, China, Japan, South Korea, Southeast Asia, India, Germany, the U.K., Italy, Middle East, Africa, and Other Countries.

This report focuses on the Vision-Language-Action (VLA) Models revenue, market share and industry ranking of main manufacturers, data from 2021 to 2026. Identification of the major stakeholders in the global Vision-Language-Action (VLA) Models market, and analysis of their competitive landscape and market positioning based on recent developments and segmental revenues. This report will help stakeholders to understand the competitive landscape and gain more insights and position their businesses and market strategies in a better way.

This report analyzes the segments data by Type and by Application, revenue, and growth rate, from 2021 to 2032. Evaluation and forecast the market size for Vision-Language-Action (VLA) Models revenue, projected growth trends, production technology, application and end-user industry.

Vision-Language-Action (VLA) Models Segment by Company

Google DeepMind

Figure AI

Physical Intelligence

NVIDIA

Microsoft

Wayve

Hangzhou Xingyan Intelligent Technology Co., Ltd.

Proto-Sentient Intelligence

Kepler Robotics

UBTECH Robotics Inc.

AgiBot

Spirit AI

GalaXea AI

Beijing Galbot Co.,Ltd.

Horizon Robotics

DeepRoute.ai

Li Auto Inc.

Huawei

XPENG Motors

Vision-Language-Action (VLA) Models Segment by Type

End-to-end Large Model

Hierarchical Model

Vision-Language-Action (VLA) Models Segment by Application

Autonomous Driving

Robot

Vision-Language-Action (VLA) Models 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 status and future forecast, involving growth rate (CAGR), market share, historical and forecast.

2. To present the key players, revenue, market share, and Recent Developments.

3. To split the breakdown data by regions, type, manufacturers, and Application.

4. To analyze the global and key regions market potential and advantage, opportunity and challenge, restraints, and risks.

5. To identify significant trends, drivers, influence factors in global and regions.

6. To analyze 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 Vision-Language-Action (VLA) Models 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 Vision-Language-Action (VLA) Models 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 market size), 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 Vision-Language-Action (VLA) Models.

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, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.

Chapter 2: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.

Chapter 3: Revenue of Vision-Language-Action (VLA) Models in global and regional level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.

Chapter 4: Detailed analysis of Vision-Language-Action (VLA) Models company competitive landscape, revenue, market share and industry ranking, latest development plan, merger, and acquisition information, etc.

Chapter 5: Provides the analysis of various market segments by type, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different market segments.

Chapter 6: Provides the analysis of various market segments by application, covering the revenue, and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.

Chapter 7: Provides profiles of key companies, introducing the basic situation of the main companies in the market in detail, including product descriptions and specifications, Vision-Language-Action (VLA) Models revenue, gross margin, and recent development, etc.

Chapter 8: North America by type, by application and by country, revenue for each segment.

Chapter 9: Europe by type, by application and by country, revenue for each segment.

Chapter 10: China type, by application, revenue for each segment.

Chapter 11: Asia (excluding China) type, by application and by region, revenue for each segment.

Chapter 12: South America, Middle East and Africa by type, by application and by country, revenue for each segment.

Chapter 13: The main concluding insights of the report.

More report detail

Tables and figures
List of Tables Table 1. Global Vision-Language-Action (VLA) Models Market Size Growth Rate by Type (US$ Million), 2021 VS 2025 VS 2032 Table 2. End-to-end Large Model Major Player Table 3. Hierarchical Model Major Player Table 4. Global Vision-Language-Action (VLA) Models Market Size Growth Rate by Application (US$ Million), 2021 VS 2025 VS 2032 Table 5. Autonomous Driving Major Player Table 6. Robot Major Player Table 7. Vision-Language-Action (VLA) Models Industry Trends Table 8. Vision-Language-Action (VLA) Models Industry Drivers Table 9. Vision-Language-Action (VLA) Models Industry Opportunities and Challenges Table 10. Vision-Language-Action (VLA) Models Industry Restraints Table 11. Global Vision-Language-Action (VLA) Models Market Size Growth Rate (CAGR) by Region (US$ Million): 2021 VS 2025 VS 2032 Table 12. Global Vision-Language-Action (VLA) Models Market Size by Region (2021-2026) & (US$ Million) Table 13. Global Vision-Language-Action (VLA) Models Market Share by Region (2021-2026) Table 14. Global Vision-Language-Action (VLA) Models Market Size by Region (2027-2032) & (US$ Million) Table 15. Global Vision-Language-Action (VLA) Models Market Share by Region (2027-2032) Table 16. Global Vision-Language-Action (VLA) Models Revenue by Players (US$ Million) & (2021-2026) Table 17. Global Vision-Language-Action (VLA) Models Revenue Market Share by Players (2021-2026) Table 18. Global Vision-Language-Action (VLA) Models Key Players Ranking, 2024 VS 2025 VS 2026 Table 19. Global Vision-Language-Action (VLA) Models Key Players Headquarters & Area Served Table 20. Global Vision-Language-Action (VLA) Models Players, Product Type & Application Table 21. Global Vision-Language-Action (VLA) Models Players Establishment Date Table 22. Global Players Market Concentration Ratio (CR5 and HHI) Table 23. Global Vision-Language-Action (VLA) Models by Players Type (Tier 1, Tier 2, and Tier 3) & (Based on the Revenue of 2025) Table 24. Global Vision-Language-Action (VLA) Models Revenue by Type 2021 VS 2025 VS 2032 (US$ Million) Table 25. Global Vision-Language-Action (VLA) Models Revenue by Type (2021-2026) & (US$ Million) Table 26. Global Vision-Language-Action (VLA) Models Revenue by Type (2027-2032) & (US$ Million) Table 27. Global Vision-Language-Action (VLA) Models Revenue Market Share by Type (2021-2026) Table 28. Global Vision-Language-Action (VLA) Models Revenue Market Share by Type (2027-2032) Table 29. Global Vision-Language-Action (VLA) Models Revenue by Application 2021 VS 2025 VS 2032 (US$ Million) Table 30. Global Vision-Language-Action (VLA) Models Revenue by Application (2021-2026) & (US$ Million) Table 31. Global Vision-Language-Action (VLA) Models Revenue by Application (2027-2032) & (US$ Million) Table 32. Global Vision-Language-Action (VLA) Models Revenue Market Share by Application (2021-2026) Table 33. Global Vision-Language-Action (VLA) Models Revenue Market Share by Application (2027-2032) Table 34. Google DeepMind Company Information Table 35. Google DeepMind Business Overview Table 36. Google DeepMind Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 37. Google DeepMind Vision-Language-Action (VLA) Models Product Portfolio Table 38. Google DeepMind Recent Development Table 39. Figure AI Company Information Table 40. Figure AI Business Overview Table 41. Figure AI Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 42. Figure AI Vision-Language-Action (VLA) Models Product Portfolio Table 43. Figure AI Recent Development Table 44. Physical Intelligence Company Information Table 45. Physical Intelligence Business Overview Table 46. Physical Intelligence Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 47. Physical Intelligence Vision-Language-Action (VLA) Models Product Portfolio Table 48. Physical Intelligence Recent Development Table 49. NVIDIA Company Information Table 50. NVIDIA Business Overview Table 51. NVIDIA Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 52. NVIDIA Vision-Language-Action (VLA) Models Product Portfolio Table 53. NVIDIA Recent Development Table 54. Microsoft Company Information Table 55. Microsoft Business Overview Table 56. Microsoft Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 57. Microsoft Vision-Language-Action (VLA) Models Product Portfolio Table 58. Microsoft Recent Development Table 59. Wayve Company Information Table 60. Wayve Business Overview Table 61. Wayve Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 62. Wayve Vision-Language-Action (VLA) Models Product Portfolio Table 63. Wayve Recent Development Table 64. Hangzhou Xingyan Intelligent Technology Co., Ltd. Company Information Table 65. Hangzhou Xingyan Intelligent Technology Co., Ltd. Business Overview Table 66. Hangzhou Xingyan Intelligent Technology Co., Ltd. Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 67. Hangzhou Xingyan Intelligent Technology Co., Ltd. Vision-Language-Action (VLA) Models Product Portfolio Table 68. Hangzhou Xingyan Intelligent Technology Co., Ltd. Recent Development Table 69. Proto-Sentient Intelligence Company Information Table 70. Proto-Sentient Intelligence Business Overview Table 71. Proto-Sentient Intelligence Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 72. Proto-Sentient Intelligence Vision-Language-Action (VLA) Models Product Portfolio Table 73. Proto-Sentient Intelligence Recent Development Table 74. Kepler Robotics Company Information Table 75. Kepler Robotics Business Overview Table 76. Kepler Robotics Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 77. Kepler Robotics Vision-Language-Action (VLA) Models Product Portfolio Table 78. Kepler Robotics Recent Development Table 79. UBTECH Robotics Inc. Company Information Table 80. UBTECH Robotics Inc. Business Overview Table 81. UBTECH Robotics Inc. Vision-Language-Action (VLA) Models Revenue and Gross Margin (US$ Million) & (2021-2026) Table 82. UBTECH Robotics Inc. Vision-Language-Action (VLA) Models Product Portfolio Table 83. UBTECH Robotics Inc. Recent Development Table 84. AgiBot Company Information Table 85. AgiBot Business Overview Table 86. AgiBot Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 87. AgiBot Vision-Language-Action (VLA) Models Product Portfolio Table 88. AgiBot Recent Development Table 89. Spirit AI Company Information Table 90. Spirit AI Business Overview Table 91. Spirit AI Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 92. Spirit AI Vision-Language-Action (VLA) Models Product Portfolio Table 93. Spirit AI Recent Development Table 94. GalaXea AI Company Information Table 95. GalaXea AI Business Overview Table 96. GalaXea AI Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 97. GalaXea AI Vision-Language-Action (VLA) Models Product Portfolio Table 98. GalaXea AI Recent Development Table 99. Beijing Galbot Co.,Ltd. Company Information Table 100. Beijing Galbot Co.,Ltd. Business Overview Table 101. Beijing Galbot Co.,Ltd. Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 102. Beijing Galbot Co.,Ltd. Vision-Language-Action (VLA) Models Product Portfolio Table 103. Beijing Galbot Co.,Ltd. Recent Development Table 104. Horizon Robotics Company Information Table 105. Horizon Robotics Business Overview Table 106. Horizon Robotics Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 107. Horizon Robotics Vision-Language-Action (VLA) Models Product Portfolio Table 108. Horizon Robotics Recent Development Table 109. DeepRoute.ai Company Information Table 110. DeepRoute.ai Business Overview Table 111. DeepRoute.ai Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 112. DeepRoute.ai Vision-Language-Action (VLA) Models Product Portfolio Table 113. DeepRoute.ai Recent Development Table 114. Li Auto Inc. Company Information Table 115. Li Auto Inc. Business Overview Table 116. Li Auto Inc. Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 117. Li Auto Inc. Vision-Language-Action (VLA) Models Product Portfolio Table 118. Li Auto Inc. Recent Development Table 119. Huawei Company Information Table 120. Huawei Business Overview Table 121. Huawei Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 122. Huawei Vision-Language-Action (VLA) Models Product Portfolio Table 123. Huawei Recent Development Table 124. XPENG Motors Company Information Table 125. XPENG Motors Business Overview Table 126. XPENG Motors Vision-Language-Action (VLA) Models Sales (k units), Revenue (US$ Million), Price (USD/unit) and Gross Margin (2021-2026) Table 127. XPENG Motors Vision-Language-Action (VLA) Models Product Portfolio Table 128. XPENG Motors Recent Development Table 129. North America Vision-Language-Action (VLA) Models Revenue by Type (2021-2026) & (US$ Million) Table 130. North America Vision-Language-Action (VLA) Models Revenue by Type (2027-2032) & (US$ Million) Table 131. North America Vision-Language-Action (VLA) Models Revenue by Application (2021-2026) & (US$ Million) Table 132. North America Vision-Language-Action (VLA) Models Revenue by Application (2027-2032) & (US$ Million) Table 133. North America Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 134. North America Vision-Language-Action (VLA) Models Revenue by Country (2021-2026) & (US$ Million) Table 135. North America Vision-Language-Action (VLA) Models Revenue by Country (US$ Million) & (2027-2032) Table 136. Europe Vision-Language-Action (VLA) Models Revenue by Type (2021-2026) & (US$ Million) Table 137. Europe Vision-Language-Action (VLA) Models Revenue by Type (2027-2032) & (US$ Million) Table 138. Europe Vision-Language-Action (VLA) Models Revenue by Application (2021-2026) & (US$ Million) Table 139. Europe Vision-Language-Action (VLA) Models Revenue by Application (2027-2032) & (US$ Million) Table 140. Europe Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 141. Europe Vision-Language-Action (VLA) Models Revenue by Country (2021-2026) & (US$ Million) Table 142. Europe Vision-Language-Action (VLA) Models Revenue by Country (US$ Million) & (2027-2032) Table 143. China Vision-Language-Action (VLA) Models Revenue by Type (2021-2026) & (US$ Million) Table 144. China Vision-Language-Action (VLA) Models Revenue by Type (2027-2032) & (US$ Million) Table 145. China Vision-Language-Action (VLA) Models Revenue by Application (2021-2026) & (US$ Million) Table 146. China Vision-Language-Action (VLA) Models Revenue by Application (2027-2032) & (US$ Million) Table 147. Asia Vision-Language-Action (VLA) Models Revenue by Type (2021-2026) & (US$ Million) Table 148. Asia Vision-Language-Action (VLA) Models Revenue by Type (2027-2032) & (US$ Million) Table 149. Asia Vision-Language-Action (VLA) Models Revenue by Application (2021-2026) & (US$ Million) Table 150. Asia Vision-Language-Action (VLA) Models Revenue by Application (2027-2032) & (US$ Million) Table 151. Asia Vision-Language-Action (VLA) Models Revenue by Region (2021 VS 2025 VS 2032) & (US$ Million) Table 152. Asia Vision-Language-Action (VLA) Models Revenue by Region (US$ Million) & (2021-2026) Table 153. Asia Vision-Language-Action (VLA) Models Revenue by Region (US$ Million) & (2027-2032) Table 154. SAMEA Vision-Language-Action (VLA) Models Revenue by Type (2021-2026) & (US$ Million) Table 155. SAMEA Vision-Language-Action (VLA) Models Revenue by Type (2027-2032) & (US$ Million) Table 156. SAMEA Vision-Language-Action (VLA) Models Revenue by Application (2021-2026) & (US$ Million) Table 157. SAMEA Vision-Language-Action (VLA) Models Revenue by Application (2027-2032) & (US$ Million) Table 158. SAMEA Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032) & (US$ Million) Table 159. SAMEA Vision-Language-Action (VLA) Models Revenue by Country (2021-2026) & (US$ Million) Table 160. SAMEA Vision-Language-Action (VLA) Models Revenue by Country (US$ Million) & (2027-2032) Table 161. Research Programs/Design for This Report Table 162. Authors List of This Report Table 163. Secondary Sources Table 164. Primary Sources List of Figures Figure 1. Vision-Language-Action (VLA) Models Image Figure 2. Global Vision-Language-Action (VLA) Models Market Size Growth Rate by Type (US$ Million), 2021 VS 2025 VS 2032 Figure 3. Global Vision-Language-Action (VLA) Models Market Size Share 2021 VS 2025 VS 2032 Figure 4. End-to-end Large Model Image Figure 5. Hierarchical Model Image Figure 6. Global Vision-Language-Action (VLA) Models Market Size Growth Rate by Application (US$ Million), 2021 VS 2025 VS 2032 Figure 7. Global Vision-Language-Action (VLA) Models Market Size Share 2021 VS 2025 VS 2032 Figure 8. Autonomous Driving Image Figure 9. Robot Image Figure 10. Global Vision-Language-Action (VLA) Models Market Size (US$ Million) & (2021-2032) Figure 11. Global Vision-Language-Action (VLA) Models Market Size, (US$ Million), 2021 VS 2025 VS 2032 Figure 12. Global Vision-Language-Action (VLA) Models Market Share by Region: 2021 VS 2025 VS 2032 Figure 13. Global Vision-Language-Action (VLA) Models Players Revenue Share Top 10 and Top 5 in 2025 Figure 14. Players Type (Tier 1, Tier 2, and Tier 3): 2021 VS 2025 Figure 15. Global Vision-Language-Action (VLA) Models Revenue by Type (2021 VS 2025 VS 2032) & (US$ Million) Figure 16. Global Vision-Language-Action (VLA) Models Revenue Market Share 2021 VS 2025 VS 2032 Figure 17. Global Vision-Language-Action (VLA) Models Revenue Market Share by Type (2021-2032) Figure 18. Global Vision-Language-Action (VLA) Models Revenue by Application (2021 VS 2025 VS 2032) & (US$ Million) Figure 19. Global Vision-Language-Action (VLA) Models Revenue Market Share by Application (2021 VS 2025 VS 2032) Figure 20. Global Vision-Language-Action (VLA) Models Revenue Market Share by Application (2021-2032) Figure 21. North America Vision-Language-Action (VLA) Models Revenue YoY Growth (2021-2032) & (US$ Million) Figure 22. North America Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032) Figure 23. North America Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032) Figure 24. North America Vision-Language-Action (VLA) Models Revenue Share by Country (2021-2032) Figure 25. United States Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 26. Canada Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 27. Mexico Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 28. Europe Vision-Language-Action (VLA) Models Revenue YoY Growth (2021-2032) & (US$ Million) Figure 29. Europe Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032) Figure 30. Europe Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032) Figure 31. Europe Vision-Language-Action (VLA) Models Revenue Share by Country (2021-2032) Figure 32. Germany Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 33. France Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 34. U.K. Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 35. Italy Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 36. Spain Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 37. Russia Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 38. Netherlands Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 39. Nordic Countries Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 40. China Vision-Language-Action (VLA) Models Revenue YoY Growth (2021-2032) & (US$ Million) Figure 41. China Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032) Figure 42. China Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032) Figure 43. Asia Vision-Language-Action (VLA) Models Revenue YoY Growth (2021-2032) & (US$ Million) Figure 44. Asia Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032) Figure 45. Asia Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032) Figure 46. Asia Vision-Language-Action (VLA) Models Revenue Share by Region (2021-2032) Figure 47. Japan Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 48. South Korea Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 49. India Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 50. Australia Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 51. Taiwan Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 52. Southeast Asia Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 53. SAMEA Vision-Language-Action (VLA) Models Revenue YoY Growth (2021-2032) & (US$ Million) Figure 54. SAMEA Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032) Figure 55. SAMEA Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032) Figure 56. SAMEA Vision-Language-Action (VLA) Models Revenue Share by Country (2021-2032) Figure 57. Brazil Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 58. Argentina Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 59. Chile Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 60. Colombia Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 61. Peru Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 62. Saudi Arabia Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 63. Israel Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 64. UAE Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 65. Turkey Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 66. Iran Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 67. Egypt Vision-Language-Action (VLA) Models Revenue YoY Growth (US$ Million) & (2021-2032) Figure 68. Years Considered Figure 69. Research Process Figure 70. Key Executives Interviewed

Scope & coverage.

Types
  • End-to-end Large Model
  • Hierarchical Model
Applications
  • Autonomous Driving
  • Robot
Companies covered
  • Google DeepMind
  • Figure AI
  • Physical Intelligence
  • NVIDIA
  • Microsoft
  • Wayve
  • Hangzhou Xingyan Intelligent Technology Co., Ltd.
  • Proto-Sentient Intelligence
  • Kepler Robotics
  • UBTECH Robotics Inc.
  • AgiBot
  • Spirit AI
  • GalaXea AI
  • Beijing Galbot Co.,Ltd.
  • Horizon Robotics
  • DeepRoute.ai
  • Li Auto Inc.
  • Huawei
  • XPENG Motors

Inside the report.

1 Market Overview
  1. 1.1 Product Definition
  2. 1.2 Vision-Language-Action (VLA) Models Market by Type
  3. 1.2.1 Global Vision-Language-Action (VLA) Models Market Size by Type, 2021 VS 2025 VS 2032
  4. 1.2.2 End-to-end Large Model
  5. 1.2.3 Hierarchical Model
  6. 1.3 Vision-Language-Action (VLA) Models Market by Application
  7. 1.3.1 Global Vision-Language-Action (VLA) Models Market Size by Application, 2021 VS 2025 VS 2032
  8. 1.3.2 Autonomous Driving
  9. 1.3.3 Robot
  10. 1.4 Assumptions and Limitations
  11. 1.5 Study Goals and Objectives
2 Vision-Language-Action (VLA) Models Market Dynamics
  1. 2.1 Vision-Language-Action (VLA) Models Industry Trends
  2. 2.2 Vision-Language-Action (VLA) Models Industry Drivers
  3. 2.3 Vision-Language-Action (VLA) Models Industry Opportunities and Challenges
  4. 2.4 Vision-Language-Action (VLA) Models Industry Restraints
3 Global Growth Perspective
  1. 3.1 Global Vision-Language-Action (VLA) Models Market Perspective (2021-2032)
  2. 3.2 Global Vision-Language-Action (VLA) Models Growth Trends by Region
  3. 3.2.1 Global Vision-Language-Action (VLA) Models Market Size by Region: 2021 VS 2025 VS 2032
  4. 3.2.2 Global Vision-Language-Action (VLA) Models Market Size by Region (2021-2026)
  5. 3.2.3 Global Vision-Language-Action (VLA) Models Market Size by Region (2027-2032)
4 Competitive Landscape by Players
  1. 4.1 Global Vision-Language-Action (VLA) Models Revenue by Players
  2. 4.1.1 Global Vision-Language-Action (VLA) Models Revenue by Players (2021-2026)
  3. 4.1.2 Global Vision-Language-Action (VLA) Models Revenue Market Share by Players (2021-2026)
  4. 4.1.3 Global Vision-Language-Action (VLA) Models Players Revenue Share Top 10 and Top 5 in 2025
  5. 4.2 Global Vision-Language-Action (VLA) Models Key Players Ranking, 2024 VS 2025 VS 2026
  6. 4.3 Global Vision-Language-Action (VLA) Models Key Players Headquarters & Area Served
  7. 4.4 Global Vision-Language-Action (VLA) Models Players, Product Type & Application
  8. 4.5 Global Vision-Language-Action (VLA) Models Players Establishment Date
  9. 4.6 Market Competitive Analysis
  10. 4.6.1 Global Vision-Language-Action (VLA) Models Market CR5 and HHI
  11. 4.6.3 2025 Vision-Language-Action (VLA) Models Tier 1, Tier 2, and Tier 3
5 Vision-Language-Action (VLA) Models Market Size by Type
  1. 5.1 Global Vision-Language-Action (VLA) Models Revenue by Type (2021 VS 2025 VS 2032)
  2. 5.2 Global Vision-Language-Action (VLA) Models Revenue by Type (2021-2032)
  3. 5.3 Global Vision-Language-Action (VLA) Models Revenue Market Share by Type (2021-2032)
6 Vision-Language-Action (VLA) Models Market Size by Application
  1. 6.1 Global Vision-Language-Action (VLA) Models Revenue by Application (2021 VS 2025 VS 2032)
  2. 6.2 Global Vision-Language-Action (VLA) Models Revenue by Application (2021-2032)
  3. 6.3 Global Vision-Language-Action (VLA) Models Revenue Market Share by Application (2021-2032)
7 Company Profiles
  1. 7.1 Google DeepMind
  2. 7.1.1 Google DeepMind Company Information
  3. 7.1.2 Google DeepMind Business Overview
  4. 7.1.3 Google DeepMind Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  5. 7.1.4 Google DeepMind Vision-Language-Action (VLA) Models Product Portfolio
  6. 7.1.5 Google DeepMind Recent Developments
  7. 7.2 Figure AI
  8. 7.2.1 Figure AI Company Information
  9. 7.2.2 Figure AI Business Overview
  10. 7.2.3 Figure AI Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  11. 7.2.4 Figure AI Vision-Language-Action (VLA) Models Product Portfolio
  12. 7.2.5 Figure AI Recent Developments
  13. 7.3 Physical Intelligence
  14. 7.3.1 Physical Intelligence Company Information
  15. 7.3.2 Physical Intelligence Business Overview
  16. 7.3.3 Physical Intelligence Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  17. 7.3.4 Physical Intelligence Vision-Language-Action (VLA) Models Product Portfolio
  18. 7.3.5 Physical Intelligence Recent Developments
  19. 7.4 NVIDIA
  20. 7.4.1 NVIDIA Company Information
  21. 7.4.2 NVIDIA Business Overview
  22. 7.4.3 NVIDIA Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  23. 7.4.4 NVIDIA Vision-Language-Action (VLA) Models Product Portfolio
  24. 7.4.5 NVIDIA Recent Developments
  25. 7.5 Microsoft
  26. 7.5.1 Microsoft Company Information
  27. 7.5.2 Microsoft Business Overview
  28. 7.5.3 Microsoft Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  29. 7.5.4 Microsoft Vision-Language-Action (VLA) Models Product Portfolio
  30. 7.5.5 Microsoft Recent Developments
  31. 7.6 Wayve
  32. 7.6.1 Wayve Company Information
  33. 7.6.2 Wayve Business Overview
  34. 7.6.3 Wayve Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  35. 7.6.4 Wayve Vision-Language-Action (VLA) Models Product Portfolio
  36. 7.6.5 Wayve Recent Developments
  37. 7.7 Hangzhou Xingyan Intelligent Technology Co., Ltd.
  38. 7.7.1 Hangzhou Xingyan Intelligent Technology Co., Ltd. Company Information
  39. 7.7.2 Hangzhou Xingyan Intelligent Technology Co., Ltd. Business Overview
  40. 7.7.3 Hangzhou Xingyan Intelligent Technology Co., Ltd. Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  41. 7.7.4 Hangzhou Xingyan Intelligent Technology Co., Ltd. Vision-Language-Action (VLA) Models Product Portfolio
  42. 7.7.5 Hangzhou Xingyan Intelligent Technology Co., Ltd. Recent Developments
  43. 7.8 Proto-Sentient Intelligence
  44. 7.8.1 Proto-Sentient Intelligence Company Information
  45. 7.8.2 Proto-Sentient Intelligence Business Overview
  46. 7.8.3 Proto-Sentient Intelligence Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  47. 7.8.4 Proto-Sentient Intelligence Vision-Language-Action (VLA) Models Product Portfolio
  48. 7.8.5 Proto-Sentient Intelligence Recent Developments
  49. 7.9 Kepler Robotics
  50. 7.9.1 Kepler Robotics Company Information
  51. 7.9.2 Kepler Robotics Business Overview
  52. 7.9.3 Kepler Robotics Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  53. 7.9.4 Kepler Robotics Vision-Language-Action (VLA) Models Product Portfolio
  54. 7.9.5 Kepler Robotics Recent Developments
  55. 7.10 UBTECH Robotics Inc.
  56. 7.10.1 UBTECH Robotics Inc. Company Information
  57. 7.10.2 UBTECH Robotics Inc. Business Overview
  58. 7.10.3 UBTECH Robotics Inc. Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  59. 7.10.4 UBTECH Robotics Inc. Vision-Language-Action (VLA) Models Product Portfolio
  60. 7.10.5 UBTECH Robotics Inc. Recent Developments
  61. 7.11 AgiBot
  62. 7.11.1 AgiBot Company Information
  63. 7.11.2 AgiBot Business Overview
  64. 7.11.3 AgiBot Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  65. 7.11.4 AgiBot Vision-Language-Action (VLA) Models Product Portfolio
  66. 7.11.5 AgiBot Recent Developments
  67. 7.12 Spirit AI
  68. 7.12.1 Spirit AI Company Information
  69. 7.12.2 Spirit AI Business Overview
  70. 7.12.3 Spirit AI Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  71. 7.12.4 Spirit AI Vision-Language-Action (VLA) Models Product Portfolio
  72. 7.12.5 Spirit AI Recent Developments
  73. 7.13 GalaXea AI
  74. 7.13.1 GalaXea AI Company Information
  75. 7.13.2 GalaXea AI Business Overview
  76. 7.13.3 GalaXea AI Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  77. 7.13.4 GalaXea AI Vision-Language-Action (VLA) Models Product Portfolio
  78. 7.13.5 GalaXea AI Recent Developments
  79. 7.14 Beijing Galbot Co.,Ltd.
  80. 7.14.1 Beijing Galbot Co.,Ltd. Company Information
  81. 7.14.2 Beijing Galbot Co.,Ltd. Business Overview
  82. 7.14.3 Beijing Galbot Co.,Ltd. Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  83. 7.14.4 Beijing Galbot Co.,Ltd. Vision-Language-Action (VLA) Models Product Portfolio
  84. 7.14.5 Beijing Galbot Co.,Ltd. Recent Developments
  85. 7.15 Horizon Robotics
  86. 7.15.1 Horizon Robotics Company Information
  87. 7.15.2 Horizon Robotics Business Overview
  88. 7.15.3 Horizon Robotics Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  89. 7.15.4 Horizon Robotics Vision-Language-Action (VLA) Models Product Portfolio
  90. 7.15.5 Horizon Robotics Recent Developments
  91. 7.16 DeepRoute.ai
  92. 7.16.1 DeepRoute.ai Company Information
  93. 7.16.2 DeepRoute.ai Business Overview
  94. 7.16.3 DeepRoute.ai Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  95. 7.16.4 DeepRoute.ai Vision-Language-Action (VLA) Models Product Portfolio
  96. 7.16.5 DeepRoute.ai Recent Developments
  97. 7.17 Li Auto Inc.
  98. 7.17.1 Li Auto Inc. Company Information
  99. 7.17.2 Li Auto Inc. Business Overview
  100. 7.17.3 Li Auto Inc. Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  101. 7.17.4 Li Auto Inc. Vision-Language-Action (VLA) Models Product Portfolio
  102. 7.17.5 Li Auto Inc. Recent Developments
  103. 7.18 Huawei
  104. 7.18.1 Huawei Company Information
  105. 7.18.2 Huawei Business Overview
  106. 7.18.3 Huawei Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  107. 7.18.4 Huawei Vision-Language-Action (VLA) Models Product Portfolio
  108. 7.18.5 Huawei Recent Developments
  109. 7.19 XPENG Motors
  110. 7.19.1 XPENG Motors Company Information
  111. 7.19.2 XPENG Motors Business Overview
  112. 7.19.3 XPENG Motors Vision-Language-Action (VLA) Models Revenue and Gross Margin (2021-2026)
  113. 7.19.4 XPENG Motors Vision-Language-Action (VLA) Models Product Portfolio
  114. 7.19.5 XPENG Motors Recent Developments
8 North America
  1. 8.1 North America Vision-Language-Action (VLA) Models Revenue (2021-2032)
  2. 8.2 North America Vision-Language-Action (VLA) Models Revenue by Type (2021-2032)
  3. 8.2.1 North America Vision-Language-Action (VLA) Models Revenue by Type (2021-2026)
  4. 8.2.2 North America Vision-Language-Action (VLA) Models Revenue by Type (2027-2032)
  5. 8.3 North America Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032)
  6. 8.4 North America Vision-Language-Action (VLA) Models Revenue by Application (2021-2032)
  7. 8.4.1 North America Vision-Language-Action (VLA) Models Revenue by Application (2021-2026)
  8. 8.4.2 North America Vision-Language-Action (VLA) Models Revenue by Application (2027-2032)
  9. 8.5 North America Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032)
  10. 8.6 North America Vision-Language-Action (VLA) Models Revenue by Country
  11. 8.6.1 North America Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032)
  12. 8.6.2 North America Vision-Language-Action (VLA) Models Revenue by Country (2021-2026)
  13. 8.6.3 North America Vision-Language-Action (VLA) Models Revenue by Country (2027-2032)
  14. 8.6.4 United States
  15. 8.6.5 Canada
  16. 8.6.6 Mexico
9 Europe
  1. 9.1 Europe Vision-Language-Action (VLA) Models Revenue (2021-2032)
  2. 9.2 Europe Vision-Language-Action (VLA) Models Revenue by Type (2021-2032)
  3. 9.2.1 Europe Vision-Language-Action (VLA) Models Revenue by Type (2021-2026)
  4. 9.2.2 Europe Vision-Language-Action (VLA) Models Revenue by Type (2027-2032)
  5. 9.3 Europe Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032)
  6. 9.4 Europe Vision-Language-Action (VLA) Models Revenue by Application (2021-2032)
  7. 9.4.1 Europe Vision-Language-Action (VLA) Models Revenue by Application (2021-2026)
  8. 9.4.2 Europe Vision-Language-Action (VLA) Models Revenue by Application (2027-2032)
  9. 9.5 Europe Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032)
  10. 9.6 Europe Vision-Language-Action (VLA) Models Revenue by Country
  11. 9.6.1 Europe Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032)
  12. 9.6.2 Europe Vision-Language-Action (VLA) Models Revenue by Country (2021-2026)
  13. 9.6.3 Europe Vision-Language-Action (VLA) Models Revenue by Country (2027-2032)
  14. 9.6.4 Germany
  15. 9.6.5 France
  16. 9.6.6 U.K.
  17. 9.6.7 Italy
  18. 9.6.8 Russia
  19. 9.6.9 Spain
  20. 9.6.10 Netherlands
  21. 9.6.11 Switzerland
  22. 9.6.12 Sweden
  23. 9.6.13 Poland
10 China
  1. 10.1 China Vision-Language-Action (VLA) Models Revenue (2021-2032)
  2. 10.2 China Vision-Language-Action (VLA) Models Revenue by Type (2021-2032)
  3. 10.2.1 China Vision-Language-Action (VLA) Models Revenue by Type (2021-2026)
  4. 10.2.2 China Vision-Language-Action (VLA) Models Revenue by Type (2027-2032)
  5. 10.3 China Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032)
  6. 10.4 China Vision-Language-Action (VLA) Models Revenue by Application (2021-2032)
  7. 10.4.1 China Vision-Language-Action (VLA) Models Revenue by Application (2021-2026)
  8. 10.4.2 China Vision-Language-Action (VLA) Models Revenue by Application (2027-2032)
  9. 10.5 China Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032)
11 Asia (Excluding China)
  1. 11.1 Asia Vision-Language-Action (VLA) Models Revenue (2021-2032)
  2. 11.2 Asia Vision-Language-Action (VLA) Models Revenue by Type (2021-2032)
  3. 11.2.1 Asia Vision-Language-Action (VLA) Models Revenue by Type (2021-2026)
  4. 11.2.2 Asia Vision-Language-Action (VLA) Models Revenue by Type (2027-2032)
  5. 11.3 Asia Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032)
  6. 11.4 Asia Vision-Language-Action (VLA) Models Revenue by Application (2021-2032)
  7. 11.4.1 Asia Vision-Language-Action (VLA) Models Revenue by Application (2021-2026)
  8. 11.4.2 Asia Vision-Language-Action (VLA) Models Revenue by Application (2027-2032)
  9. 11.5 Asia Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032)
  10. 11.6 Asia Vision-Language-Action (VLA) Models Revenue by Country
  11. 11.6.1 Asia Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032)
  12. 11.6.2 Asia Vision-Language-Action (VLA) Models Revenue by Country (2021-2026)
  13. 11.6.3 Asia Vision-Language-Action (VLA) Models Revenue by Country (2027-2032)
  14. 11.6.4 Japan
  15. 11.6.5 South Korea
  16. 11.6.6 India
  17. 11.6.7 Australia
  18. 11.6.8 Taiwan
  19. 11.6.9 Southeast Asia
12 South America, Middle East and Africa
  1. 12.1 SAMEA Vision-Language-Action (VLA) Models Revenue (2021-2032)
  2. 12.2 SAMEA Vision-Language-Action (VLA) Models Revenue by Type (2021-2032)
  3. 12.2.1 SAMEA Vision-Language-Action (VLA) Models Revenue by Type (2021-2026)
  4. 12.2.2 SAMEA Vision-Language-Action (VLA) Models Revenue by Type (2027-2032)
  5. 12.3 SAMEA Vision-Language-Action (VLA) Models Revenue Share by Type (2021-2032)
  6. 12.4 SAMEA Vision-Language-Action (VLA) Models Revenue by Application (2021-2032)
  7. 12.4.1 SAMEA Vision-Language-Action (VLA) Models Revenue by Application (2021-2026)
  8. 12.4.2 SAMEA Vision-Language-Action (VLA) Models Revenue by Application (2027-2032)
  9. 12.5 SAMEA Vision-Language-Action (VLA) Models Revenue Share by Application (2021-2032)
  10. 12.6 SAMEA Vision-Language-Action (VLA) Models Revenue by Country
  11. 12.6.1 SAMEA Vision-Language-Action (VLA) Models Revenue by Country (2021 VS 2025 VS 2032)
  12. 12.6.2 SAMEA Vision-Language-Action (VLA) Models Revenue by Country (2021-2026)
  13. 12.6.3 SAMEA Vision-Language-Action (VLA) Models Revenue by Country (2027-2032)
  14. 12.6.4 Brazil
  15. 12.6.5 Argentina
  16. 12.6.6 Chile
  17. 12.6.7 Colombia
  18. 12.6.8 Peru
  19. 12.6.9 Saudi Arabia
  20. 12.6.10 Israel
  21. 12.6.11 UAE
  22. 12.6.12 Turkey
  23. 12.6.13 Iran
  24. 12.6.14 Egypt
13 Concluding Insights
    14 Appendix
    1. 14.1 Reasons for Doing This Study
    2. 14.2 Research Methodology
    3. 14.3 Research Process
    4. 14.4 Authors List of This Report
    5. 14.5 Data Source
    6. 14.5.1 Secondary Sources
    7. 14.5.2 Primary Sources

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