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Published Date: 2026-01-22 | Pages: 130 | Tables: 128 | New Technology
The global Gated Recurrent Units market was valued at US$ 2685 million in 2025 and is anticipated to reach US$ 8011 million by 2032, at a CAGR of 16.9% from 2026 to 2032.
Gated Recurrent Units (GRUs) are a type of recurrent neural network (RNN) architecture designed to efficiently model sequential and time-dependent data while mitigating the vanishing-gradient problem common in standard RNNs. A GRU uses two gating mechanisms—the update gate and the reset gate—to control how much past information is retained or forgotten and how much new input is incorporated into the current hidden state. By adaptively balancing long-term memory with short-term input, GRUs can capture temporal dependencies without maintaining a separate cell state, making them computationally simpler and faster to train than LSTMs while often achieving comparable performance in tasks such as speech recognition, time-series forecasting, and natural language processing.
The North American market for Gated Recurrent Units is projected to increase from US$ million in 2025 to US$ million by 2032, at a CAGR of % over 2026–2032.
The Asia-Pacific market for Gated Recurrent Units is projected to rise from US$ million in 2025 to US$ million by 2032, at a CAGR of % over 2026–2032.
The global market for Gated Recurrent Units in Autonomous Driving is estimated to increase from US$ million in 2025 to US$ million by 2032, at a CAGR of % from 2026 to 2032.
Major global companies of Gated Recurrent Units include Google, Microsoft, Amazon, IBM, Alibaba, Tencent, Baidu, Meta, NVIDIA, OpenAI, etc. In 2025, the world's top three vendors accounted for approximately % of revenue.
This report focuses on the global Gated Recurrent Units status, future forecast, growth opportunity, key market, and key players. The study objectives are to present the Gated Recurrent Units development in different regions.
It segments the global Gated Recurrent Units market comprehensively. Regional market sizes by Type, by Application, by Parameter Scale, and by player are also provided. For deeper insight, the report profiles the competitive landscape, key competitors, and their respective market rankings, and discusses technological trends and new product developments.
This report will assist Gated Recurrent Units manufacturers, new entrants, and companies across the industry value chain with information on revenues, sales volume, and average prices for the overall market and its sub-segments, by company, by Type, by Application, and by region.
Market Segmentation
By Company
Google
Microsoft
Amazon
IBM
Alibaba
Tencent
Baidu
Meta
NVIDIA
OpenAI
Apple
Huawei
Samsung
Databricks
DataRobot
H2O.ai
Segment by Type
Vanilla GRUs
Deep GRUs
Residual GRUs
Sparse GRUs
Segment by Parameter Scale
Low-Parameter GRUs (32–128 Units)
Medium-Parameter GRUs (256–512 Units)
High-Parameter GRUs (768+ Units)
Segment by Application
Autonomous Driving
Industrial Automation
Telecommunications
Others
By Region
North America
Europe
China
Japan
Southeast Asia
India
South America
Middle East
Research Methodology
The research methodology employed has been subjected by numerous procedures in order to guarantee the quality and accuracy of the data contained within the reports. The analysts are employed full-time and received more than six months training to satisfy the standard of our company. Our methodology can be divided into five stages:
★Stage 1 SECONDARY RESEARCH
The research team first collaborates with magazines, trade associations and administrative departments in the research field. The information provided by our internal documentation service is helpful for our further research. Our team has a wealth of experience and knowledge, and can effectively extract accurate information from existing resources.
★Stage 2 PRIMARY RESEARCH:INTERVIEWS WITH TRADE SOURCES
After the first stage, the research team conducts a large number of face-to-face or telephone interviews with representative companies working in the research field. Analysts are trying to have an opportunity to talk to leading companies and small companies in the field. Upstream suppliers, manufacturers, distributors, importers, installers, wholesalers and consumers were included in the interview. The data collected during the interview were then carefully examined and compared with the secondary study.
★Stage 3 ANALYSIS OF THE GATHERED DATA
The analysis team examines and synthesizes the data collected in the first two stages. In order to validate the data, a second round of interviews can be conducted.
★Stage 4 QUANTITATIVE DATA
The quantitative data such as market estimates, production and capacity of manufacturer, market forecasts and investment feasibility is provided by our company. The data is based on the estimates obtained during stage 3.
★Stage 5 QUALITY CONTROL
Before publishing, each report undergoes a rigorous review and editing process, which is done by the experience management team to ensure the reliability of the published data. Every analyst on the research team receives support and continuous training as part of our internal quality process.
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Gated Recurrent Units Market Size Growth Rate by Type (2026-2032)
1.2.2 Vanilla GRUs
1.2.3 Deep GRUs
1.2.4 Residual GRUs
1.2.5 Sparse GRUs
1.3 Market Analysis by Parameter Scale
1.3.1 Global Gated Recurrent Units Market Size Growth Rate by Parameter Scale (2026-2032)
1.3.2 Low-Parameter GRUs (32–128 Units)
1.3.3 Medium-Parameter GRUs (256–512 Units)
1.3.4 High-Parameter GRUs (768+ Units)
1.4 Market by Application
1.4.1 Global Gated Recurrent Units Market Share by Application (2026-2032)
1.4.2 Autonomous Driving
1.4.3 Industrial Automation
1.4.4 Telecommunications
1.4.5 Others
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global Gated Recurrent Units Market Size
2.2 Gated Recurrent Units Market Size by Region
2.2.1 Gated Recurrent Units Growth Rate by Region (2026-2032)
2.2.2 Gated Recurrent Units Market Share by Region (2026-2032)
2.3 Industry Trends
2.3.1 Market Top Trends
2.3.2 Market Use Cases
3 Key Players
3.1 Gated Recurrent Units Revenue by Players (2026 & 2032)
3.2 Gated Recurrent Units Key Players Headquarters and Area Served
3.3 Key Players Gated Recurrent Units Product/Solution/Service
3.4 Date of Enter into Gated Recurrent Units Market
3.5 Mergers & Acquisitions, Expansion Plans
4 Breakdown by Type and Application
4.1 Global Gated Recurrent Units Market Size by Type (2026-2032)
4.2 Global Gated Recurrent Units Market Size by Application (2026-2032)
5 North America
5.1 North America Gated Recurrent Units Market Forecast (2026-2032)
5.2 Gated Recurrent Units Key Players in North America
5.3 North America Gated Recurrent Units Market Size by Type
5.4 North America Gated Recurrent Units Market Size by Application
6 Europe
6.1 Europe Gated Recurrent Units Market Forecast (2026-2032)
6.2 Gated Recurrent Units Key Players in Europe
6.3 Europe Gated Recurrent Units Market Size by Type
6.4 Europe Gated Recurrent Units Market Size by Application
7 China
7.1 China Gated Recurrent Units Market Forecast (2026-2032)
7.2 Gated Recurrent Units Key Players in China
7.3 China Gated Recurrent Units Market Size by Type
7.4 China Gated Recurrent Units Market Size by Application
8 Rest of World
8.1 Japan
8.1.1 Japan Gated Recurrent Units Market Analysis
8.1.2 Key Players in Japan
8.2 Southeast Asia
8.2.1 Southeast Asia Gated Recurrent Units Market Analysis
8.2.2 Key Players in Southeast Asia
8.3 India
8.3.1 India Gated Recurrent Units Market Analysis
8.3.2 Key Players in India
8.4 South America
8.4.1 South America Gated Recurrent Units Market Analysis
8.4.2 Key Players in South America
9 International Players Profiles
9.1 Google
9.1.1 Google Company Details
9.1.2 Google Description and Business Overview
9.1.3 Google Gated Recurrent Units Introduction
9.1.4 Google Revenue in Gated Recurrent Units Business (2026 & 2032)
9.1.5 Google Recent Development
9.2 Microsoft
9.2.1 Microsoft Company Details
9.2.2 Microsoft Description and Business Overview
9.2.3 Microsoft Gated Recurrent Units Introduction
9.2.4 Microsoft Revenue in Gated Recurrent Units Business (2026 & 2032)
9.2.5 Microsoft Recent Development
9.3 Amazon
9.3.1 Amazon Company Details
9.3.2 Amazon Description and Business Overview
9.3.3 Amazon Gated Recurrent Units Introduction
9.3.4 Amazon Revenue in Gated Recurrent Units Business (2026 & 2032)
9.3.5 Amazon Recent Development
9.4 IBM
9.4.1 IBM Company Details
9.4.2 IBM Description and Business Overview
9.4.3 IBM Gated Recurrent Units Introduction
9.4.4 IBM Revenue in Gated Recurrent Units Business (2026 & 2032)
9.4.5 IBM Recent Development
9.5 Alibaba
9.5.1 Alibaba Company Details
9.5.2 Alibaba Description and Business Overview
9.5.3 Alibaba Gated Recurrent Units Introduction
9.5.4 Alibaba Revenue in Gated Recurrent Units Business (2026 & 2032)
9.5.5 Alibaba Recent Development
9.6 Tencent
9.6.1 Tencent Company Details
9.6.2 Tencent Description and Business Overview
9.6.3 Tencent Gated Recurrent Units Introduction
9.6.4 Tencent Revenue in Gated Recurrent Units Business (2026 & 2032)
9.6.5 Tencent Recent Development
9.7 Baidu
9.7.1 Baidu Company Details
9.7.2 Baidu Description and Business Overview
9.7.3 Baidu Gated Recurrent Units Introduction
9.7.4 Baidu Revenue in Gated Recurrent Units Business (2026 & 2032)
9.7.5 Baidu Recent Development
9.8 Meta
9.8.1 Meta Company Details
9.8.2 Meta Description and Business Overview
9.8.3 Meta Gated Recurrent Units Introduction
9.8.4 Meta Revenue in Gated Recurrent Units Business (2026 & 2032)
9.8.5 Meta Recent Development
9.9 NVIDIA
9.9.1 NVIDIA Company Details
9.9.2 NVIDIA Description and Business Overview
9.9.3 NVIDIA Gated Recurrent Units Introduction
9.9.4 NVIDIA Revenue in Gated Recurrent Units Business (2026 & 2032)
9.9.5 NVIDIA Recent Development
9.10 OpenAI
9.10.1 OpenAI Company Details
9.10.2 OpenAI Description and Business Overview
9.10.3 OpenAI Gated Recurrent Units Introduction
9.10.4 OpenAI Revenue in Gated Recurrent Units Business (2026 & 2032)
9.10.5 OpenAI Recent Development
9.11 Apple
9.11.1 Apple Company Details
9.11.2 Apple Description and Business Overview
9.11.3 Apple Gated Recurrent Units Introduction
9.11.4 Apple Revenue in Gated Recurrent Units Business (2026 & 2032)
9.11.5 Apple Recent Development
9.12 Huawei
9.12.1 Huawei Company Details
9.12.2 Huawei Description and Business Overview
9.12.3 Huawei Gated Recurrent Units Introduction
9.12.4 Huawei Revenue in Gated Recurrent Units Business (2026 & 2032)
9.12.5 Huawei Recent Development
9.13 Samsung
9.13.1 Samsung Company Details
9.13.2 Samsung Description and Business Overview
9.13.3 Samsung Gated Recurrent Units Introduction
9.13.4 Samsung Revenue in Gated Recurrent Units Business (2026 & 2032)
9.13.5 Samsung Recent Development
9.14 Databricks
9.14.1 Databricks Company Details
9.14.2 Databricks Description and Business Overview
9.14.3 Databricks Gated Recurrent Units Introduction
9.14.4 Databricks Revenue in Gated Recurrent Units Business (2026 & 2032)
9.14.5 Databricks Recent Development
9.15 DataRobot
9.15.1 DataRobot Company Details
9.15.2 DataRobot Description and Business Overview
9.15.3 DataRobot Gated Recurrent Units Introduction
9.15.4 DataRobot Revenue in Gated Recurrent Units Business (2026 & 2032)
9.15.5 DataRobot Recent Development
9.16 H2O.ai
9.16.1 H2O.ai Company Details
9.16.2 H2O.ai Description and Business Overview
9.16.3 H2O.ai Gated Recurrent Units Introduction
9.16.4 H2O.ai Revenue in Gated Recurrent Units Business (2026 & 2032)
9.16.5 H2O.ai Recent Development
10 Gated Recurrent Units Market Dynamics
10.1 Gated Recurrent Units Industry Trends
10.2 Gated Recurrent Units Market Drivers
10.3 Gated Recurrent Units Market Challenges
10.4 Gated Recurrent Units Market Restraints
11 Key Findings in This Report
12 Appendix
12.1 Research Methodology
12.1.1 Methodology/Research Approach
12.1.1.1 Research Programs/Design
12.1.1.2 Market Size Estimation
12.1.1.3 Market Breakdown and Data Triangulation
12.1.2 Data Source
12.1.2.1 Secondary Sources
12.1.2.2 Primary Sources
12.2 Disclaimer
12.3 Author Details
List of Tables
Table 1. Global Gated Recurrent Units Market Size Growth Rate by Type (2026-2032) & (US$ Million)
Table 2. Key Players of Vanilla GRUs
Table 3. Key Players of Deep GRUs
Table 4. Key Players of Residual GRUs
Table 5. Key Players of Sparse GRUs
Table 6. Global Gated Recurrent Units Market Size Growth Rate by Parameter Scale (2026-2032) & (US$ Million)
Table 7. Key Players of Low-Parameter GRUs (32–128 Units)
Table 8. Key Players of Medium-Parameter GRUs (256–512 Units)
Table 9. Key Players of High-Parameter GRUs (768+ Units)
Table 10. Global Gated Recurrent Units Market Size Growth by Application (2026-2032) & (US$ Million)
Table 11. Global Gated Recurrent Units Market Size by Region (2026-2032) & (US$ Million)
Table 12. Global Gated Recurrent Units Market Size by Region (2026-2032) & (US$ Million)
Table 13. Global Gated Recurrent Units Market Share by Region (2026-2032)
Table 14. Market Top Trends
Table 15. Market Use Cases
Table 16. Global Gated Recurrent Units Revenue by Players (2026 & 2032) & (US$ Million)
Table 17. Global Gated Recurrent Units Market Share by Players (2026 & 2032)
Table 18. Key Players Headquarters and Area Served
Table 19. Key Players Gated Recurrent Units Product/Solution/Service
Table 20. Date of Enter into Gated Recurrent Units Market
Table 21. Mergers & Acquisitions, Expansion Plans
Table 22. Global Gated Recurrent Units Market Size by Type (2026-2032) & (US$ Million)
Table 23. Global Gated Recurrent Units Market Size Share by Type (2026-2032)
Table 24. Global Gated Recurrent Units Market Size by Application (2026-2032) & (US$ Million)
Table 25. Global Gated Recurrent Units Market Size Share by Application (2026-2032)
Table 26. North America Key Players Gated Recurrent Units Revenue (2026 & 2032) & (US$ Million)
Table 27. North America Key Players Gated Recurrent Units Market Share (2026 & 2032)
Table 28. North America Gated Recurrent Units Market Size by Type (2026-2032) & (US$ Million)
Table 29. North America Gated Recurrent Units Market Share by Type (2026-2032)
Table 30. North America Gated Recurrent Units Market Size by Application (2026-2032) & (US$ Million)
Table 31. North America Gated Recurrent Units Market Share by Application (2026-2032)
Table 32. Europe Key Players Gated Recurrent Units Revenue (2026 & 2032) & (US$ Million)
Table 33. Europe Key Players Gated Recurrent Units Market Share (2026 & 2032)
Table 34. Europe Gated Recurrent Units Market Size by Type (2026-2032) & (US$ Million)
Table 35. Europe Gated Recurrent Units Market Share by Type (2026-2032)
Table 36. Europe Gated Recurrent Units Market Size by Application (2026-2032) & (US$ Million)
Table 37. Europe Gated Recurrent Units Market Share by Application (2026-2032)
Table 38. China Key Players Gated Recurrent Units Revenue (2026 & 2032) & (US$ Million)
Table 39. China Key Players Gated Recurrent Units Market Share (2026 & 2032)
Table 40. China Gated Recurrent Units Market Size by Type (2026-2032) & (US$ Million)
Table 41. China Gated Recurrent Units Market Share by Type (2026-2032)
Table 42. China Gated Recurrent Units Market Size by Application (2026-2032) & (US$ Million)
Table 43. China Gated Recurrent Units Market Share by Application (2026-2032)
Table 44. Key Players in Japan
Table 45. Key Players in Southeast Asia
Table 46. Key Players in India
Table 47. Key Players in South America
Table 48. Google Company Details
Table 49. Google Description and Business Overview
Table 50. Google Gated Recurrent Units Product
Table 51. Google Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 52. Google Recent Development
Table 53. Microsoft Company Details
Table 54. Microsoft Description and Business Overview
Table 55. Microsoft Gated Recurrent Units Product
Table 56. Microsoft Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 57. Microsoft Recent Development
Table 58. Amazon Company Details
Table 59. Amazon Description and Business Overview
Table 60. Amazon Gated Recurrent Units Product
Table 61. Amazon Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 62. Amazon Recent Development
Table 63. IBM Company Details
Table 64. IBM Description and Business Overview
Table 65. IBM Gated Recurrent Units Product
Table 66. IBM Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 67. IBM Recent Development
Table 68. Alibaba Company Details
Table 69. Alibaba Description and Business Overview
Table 70. Alibaba Gated Recurrent Units Product
Table 71. Alibaba Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 72. Alibaba Recent Development
Table 73. Tencent Company Details
Table 74. Tencent Description and Business Overview
Table 75. Tencent Gated Recurrent Units Product
Table 76. Tencent Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 77. Tencent Recent Development
Table 78. Baidu Company Details
Table 79. Baidu Description and Business Overview
Table 80. Baidu Gated Recurrent Units Product
Table 81. Baidu Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 82. Baidu Recent Development
Table 83. Meta Company Details
Table 84. Meta Description and Business Overview
Table 85. Meta Gated Recurrent Units Product
Table 86. Meta Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 87. Meta Recent Development
Table 88. NVIDIA Company Details
Table 89. NVIDIA Description and Business Overview
Table 90. NVIDIA Gated Recurrent Units Product
Table 91. NVIDIA Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 92. NVIDIA Recent Development
Table 93. OpenAI Company Details
Table 94. OpenAI Description and Business Overview
Table 95. OpenAI Gated Recurrent Units Product
Table 96. OpenAI Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 97. OpenAI Recent Development
Table 98. Apple Company Details
Table 99. Apple Description and Business Overview
Table 100. Apple Gated Recurrent Units Product
Table 101. Apple Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 102. Apple Recent Development
Table 103. Huawei Company Details
Table 104. Huawei Description and Business Overview
Table 105. Huawei Gated Recurrent Units Product
Table 106. Huawei Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 107. Huawei Recent Development
Table 108. Samsung Company Details
Table 109. Samsung Description and Business Overview
Table 110. Samsung Gated Recurrent Units Product
Table 111. Samsung Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 112. Samsung Recent Development
Table 113. Databricks Company Details
Table 114. Databricks Description and Business Overview
Table 115. Databricks Gated Recurrent Units Product
Table 116. Databricks Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 117. Databricks Recent Development
Table 118. DataRobot Company Details
Table 119. DataRobot Description and Business Overview
Table 120. DataRobot Gated Recurrent Units Product
Table 121. DataRobot Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 122. DataRobot Recent Development
Table 123. H2O.ai Company Details
Table 124. H2O.ai Description and Business Overview
Table 125. H2O.ai Gated Recurrent Units Product
Table 126. H2O.ai Revenue in Gated Recurrent Units Business: 2026 & 2032
Table 127. H2O.ai Recent Development
Table 128. Gated Recurrent Units Market Trends
Table 129. Gated Recurrent Units Market Drivers
Table 130. Gated Recurrent Units Market Challenges
Table 131. Gated Recurrent Units Market Restraints
Table 132. Research Programs/Design for This Report
Table 133. Key Data Information from Secondary Sources
Table 134. Key Data Information from Primary Sources
List of Figures
Figure 1. Global Gated Recurrent Units Market Share by Type in 2026 & 2032
Figure 2. Vanilla GRUs Features
Figure 3. Deep GRUs Features
Figure 4. Residual GRUs Features
Figure 5. Sparse GRUs Features
Figure 6. Global Gated Recurrent Units Market Share by Parameter Scale in 2026 & 2032
Figure 7. Low-Parameter GRUs (32–128 Units) Features
Figure 8. Medium-Parameter GRUs (256–512 Units) Features
Figure 9. High-Parameter GRUs (768+ Units) Features
Figure 10. Global Gated Recurrent Units Market Share by Application in 2026 & 2032
Figure 11. Autonomous Driving Case Studies
Figure 12. Industrial Automation Case Studies
Figure 13. Telecommunications Case Studies
Figure 14. Others Case Studies
Figure 15. Gated Recurrent Units Report Years Considered
Figure 16. Global Gated Recurrent Units Market Size and Growth Rate 2026-2032 (US$ Million)
Figure 17. Global Gated Recurrent Units Market Share by Region (2026-2032)
Figure 18. Global Gated Recurrent Units Market Size Market Share by Type (2026-2032)
Figure 19. North America Gated Recurrent Units Market Size 2026-2032 (US$ Million)
Figure 20. Europe Gated Recurrent Units Market Size 2026-2032 (US$ Million)
Figure 21. China Gated Recurrent Units Market Size 2026-2032 (US$ Million)
Figure 22. Gated Recurrent Units Market Size in Japan (2026-2032) & (US$ Million)
Figure 23. Gated Recurrent Units Market Size in Southeast Asia (2026-2032) & (US$ Million)
Figure 24. Gated Recurrent Units Market Size in India (2026-2032) & (US$ Million)
Figure 25. Gated Recurrent Units Market Size in South America (2026-2032) & (US$ Million)
Figure 26. Bottom-up and Top-down Approaches for This Report
Figure 27. Data Triangulation
Figure 28. Key Executives Interviewed
