Industry Research Reports
Global Neural Network Software Market Research Report 2026
Industry: Service & Software
Published Date: 2026-08-13
Pages: 156 Pages
Report ld: 6686117
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Neural Network Software Market Size(US$)
CAGR 2026-2032
13.5%
Market Size,2032
USD 6,955
Million
Market Snapshot
Market Size in 2026 (Value)
US$ 3,260 million
Market Forecast in 2032(Value)
US$ 6,955 million
CAGR
13.5%
Years Considered
2021-2032
Base Year
2026
Forecast Period
2026-2032
Source: Secondary research, interviews with experts, and QYResearch analysis
The global Neural Network Software market was valued at US$ 2860 million in 2025 and is anticipated to reach US$ 6955 million by 2032, at a CAGR of 13.5% from 2026 to 2032.
The gross profit margin of major companies in the industry was approximately 55%–80%.
Neural Network Software refers to software platforms, frameworks, and development tools designed for creating, training, deploying, and optimizing neural network models. It provides functions including model development, deep learning computation, algorithm optimization, inference deployment, and artificial intelligence application integration. Products mainly include neural network development frameworks, AI software platforms, and enterprise deployment solutions. This market excludes general-purpose software, hardware accelerators, cloud infrastructure services, and AI applications that do not provide neural network software capabilities.
The industrial chain of Neural Network Software includes upstream computing technologies, algorithm libraries, programming frameworks, data processing technologies, and computing infrastructure. Midstream covers software development, model training tools, optimization platforms, deployment systems, and technical support services. Downstream applications mainly include artificial intelligence development, autonomous systems, healthcare, financial services, industrial automation, robotics, and enterprise digital transformation.
Neural network software refers to software platforms, frameworks, and development tools designed for creating, training, deploying, and managing neural network models used in artificial intelligence applications. These solutions support tasks such as machine learning development, deep learning model optimization, data processing, and intelligent decision-making across various industries. The market is expanding as artificial intelligence adoption accelerates across sectors including healthcare, manufacturing, finance, autonomous systems, and enterprise software. Continuous advances in deep learning algorithms, computing infrastructure, and automated model development tools are improving the accessibility and performance of neural network applications. Growth is driven by increasing demand for AI-powered automation, large-scale data analysis, intelligent services, and industry-specific AI solutions. Opportunities are emerging from generative AI development, edge AI deployment, and integration of neural network capabilities into business processes. However, market expansion is challenged by issues such as high computational requirements, data quality limitations, model transparency concerns, and shortages of specialized technical talent. Future development will depend on improving software efficiency, reducing deployment complexity, and enabling broader adoption of AI technologies.
MARKET SEGMENTATION
By Company
- NVIDIA Corporation
- Google LLC
- Microsoft Corporation
- Meta Platforms, Inc.
- Amazon Web Services, Inc.
- IBM Corporation
- MathWorks, Inc.
- SAS Institute Inc.
- DataRobot, Inc.
- H2O.ai, Inc.
- Dataiku SAS
- Neurala, Inc.
- Sony Group Corporation
- Preferred Networks, Inc.
- Nota AI Co., Ltd.
- Baidu, Inc.
- Huawei Technologies Co., Ltd.
- Alibaba Cloud Computing Co., Ltd.
- Tencent Cloud Computing (Beijing) Co., Ltd.
- Beijing Fourth Paradigm Technology Co., Ltd.
- SenseTime Group Inc.
Consumption by Region
- North America
- United States
- Canada
- Asia-Pacific
- China
- Japan
- South Korea
- Southeast Asia
- India
- Australia
- Rest of Asia-Pacific
- Europe
- Germany
- France
- U.K.
- Italy
- Netherlands
- Nordic Countries
- Rest of Europe
- Latin America
- Mexico
- Brazil
- Rest of Latin America
- Middle East & Africa
- Turkey
- Saudi Arabia
- UAE
- Rest of MEA
Segment by Type
- Neural Network Training Software
- Neural Network Inference Software
- Integrated Training and Inference Software
Segment by Application
- IT and Cloud Services
- Healthcare and Life Sciences
- Automotive, Manufacturing and Financial Services
- Other
Segment by Category
- On-premises Software
- Cloud-based Software
- Edge-deployed Software
Segment by Division
- Small-model（≤1 Billion Parameters）
- Medium-model（＞1–10 Billion Parameters）
- Large-model（＞10 Billion Parameters）
REPORT SCOPE
This report delivers a comprehensive overview of the global Neural Network Software market, with both quantitative and qualitative analyses, to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current market, and make informed business decisions regarding Neural Network Software. The Neural Network Software market size, estimates, and forecasts are provided in terms of revenue (US$ millions), with 2025 as the base year and historical and forecast data for 2021–2032.
The report segments the global Neural Network Software market comprehensively. Regional market sizes by Type, by Application, by Deployment Model, 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 Neural Network Software 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.
CHAPTER OUTLINE
Chapter 1: Defines the scope of the report and presents an executive summary of market segments (by Type, by Application, by Deployment Model, etc.), including the size of each segment and its future growth potential. It offers a high-level view of the current market and its likely evolution in the short, medium, and long term.
Chapter 2: Summarizes global and regional market size and outlines market dynamics and recent developments, including key drivers, restraints, challenges and risks for industry participants, and relevant policy analysis.
Chapter 3: Provides a detailed view of the competitive landscape for Neural Network Software companies, covering revenue share, development plans, and mergers and acquisitions.
Chapter 4: Analyzes segments by Type, detailing the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 5: Analyzes segments by Application, detailing the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 6–10: Regional deep dives (North America, Europe, Asia Pacific, Latin America, Middle East & Africa) broken down by country. Each chapter quantifies market size and growth potential by region and key countries, and outlines market development, outlook, addressable space, and capacity.
Chapter 11: Profiles key players, presenting essential information on leading companies, including product/ service offerings, revenue, gross margin, product introductions/portfolios, recent developments, etc.
Chapter 12: Key findings and conclusions of the report.
QYRESEARCH'S STRENGTHS
Unlike generic global market reports, this study combines macro-level industry trends with hyper-local operational intelligence, empowering data-driven decisions across the Compound Chocolate value chain, addressing:
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We identify regional market threats and growth prospects to guide your overseas layout.
Product mix optimization based on local practices
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Competitor tactics in fragmented vs. consolidated markets
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Full Research Coverage
We cover competition landscape, full supply chain and quantified market size data, and deliver tailor-made customized surveys to meet your unique business demands.
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TABLE OF CONTENTS
1 Report Overview
1.1 Study Scope
1.2 Market Analysis by Type
1.2.1 Global Neural Network Software Market Size Growth Rate by Type: 2021 vs 2025 vs 2032
1.2.2 Neural Network Training Software
1.2.3 Neural Network Inference Software
1.2.4 Integrated Training and Inference Software
1.3 Market by Deployment Model
1.3.1 Global Neural Network Software Market Size Growth Rate by Deployment Model: 2021 vs 2025 vs 2032
1.3.2 On-premises Software
1.3.3 Cloud-based Software
1.3.4 Edge-deployed Software
1.4 Market by Supported Model Size
1.4.1 Global Neural Network Software Market Size Growth Rate by Supported Model Size: 2021 vs 2025 vs 2032
1.4.2 Small-model（≤1 Billion Parameters）
1.4.3 Medium-model（＞1–10 Billion Parameters）
1.4.4 Large-model（＞10 Billion Parameters）
1.5 Market by Application
1.5.1 Global Neural Network Software Market Growth by Application: 2021 vs 2025 vs 2032
1.5.2 IT and Cloud Services
1.5.3 Healthcare and Life Sciences
1.5.4 Automotive, Manufacturing and Financial Services
1.5.5 Other
1.6 Assumptions and Limitations
1.7 Study Objectives
1.8 Years Considered
2 Global Growth Trends
2.1 Global Neural Network Software Market Perspective (2021–2032)
2.2 Global Neural Network Software Growth Trends by Region
2.2.1 Global Neural Network Software Market Size by Region: 2021 vs 2025 vs 2032
2.2.2 Neural Network Software Historic Market Size by Region (2021–2026)
2.2.3 Neural Network Software Forecasted Market Size by Region (2027–2032)
2.3 Neural Network Software Market Dynamics
2.3.1 Neural Network Software Industry Trends
2.3.2 Neural Network Software Market Drivers
2.3.3 Neural Network Software Market Challenges
2.3.4 Neural Network Software Market Restraints
3 Competition Landscape by Key Players
3.1 Global Top Neural Network Software Players by Revenue
3.1.1 Global Top Neural Network Software Players by Revenue (2021–2026)
3.1.2 Global Neural Network Software Revenue Market Share by Players (2021–2026)
3.2 Global Top Neural Network Software Players Market Share by Company Tier (Tier 1, Tier 2, Tier 3)
3.3 Global Key Players Ranking by Neural Network Software Revenue
3.4 Global Neural Network Software Market Concentration Ratio
3.4.1 Global Neural Network Software Market Concentration Ratio (CR5 and HHI)
3.4.2 Global Top 10 and Top 5 Companies by Neural Network Software Revenue in 2025
3.5 Global Key Players of Neural Network Software Head Offices and Areas Served
3.6 Global Key Players of Neural Network Software, Products and Applications
3.7 Global Key Players of Neural Network Software, Date of General Availability (GA)
3.8 Mergers and Acquisitions, Expansion Plans
4 Neural Network Software Breakdown Data by Type
4.1 Global Neural Network Software Historic Market Size by Type (2021–2026)
4.2 Global Neural Network Software Forecasted Market Size by Type (2027–2032)
5 Neural Network Software Breakdown Data by Application
5.1 Global Neural Network Software Historic Market Size by Application (2021–2026)
5.2 Global Neural Network Software Forecasted Market Size by Application (2027–2032)
6 North America
6.1 North America Neural Network Software Market Size (2021–2032)
6.2 North America Neural Network Software Market Growth Rate by Country: 2021 vs 2025 vs 2032
6.3 North America Neural Network Software Market Size by Country (2021–2026)
6.4 North America Neural Network Software Market Size by Country (2027–2032)
6.5 United States
6.6 Canada
7 Europe
7.1 Europe Neural Network Software Market Size (2021–2032)
7.2 Europe Neural Network Software Market Growth Rate by Country: 2021 vs 2025 vs 2032
7.3 Europe Neural Network Software Market Size by Country (2021–2026)
7.4 Europe Neural Network Software Market Size by Country (2027–2032)
7.5 Germany
7.6 France
7.7 U.K.
7.8 Italy
7.9 Russia
7.10 Ireland
8 Asia-Pacific
8.1 Asia-Pacific Neural Network Software Market Size (2021–2032)
8.2 Asia-Pacific Neural Network Software Market Growth Rate by Region: 2021 vs 2025 vs 2032
8.3 Asia-Pacific Neural Network Software Market Size by Region (2021–2026)
8.4 Asia-Pacific Neural Network Software Market Size by Region (2027–2032)
8.5 China
8.6 Japan
8.7 South Korea
8.8 Southeast Asia
8.9 India
8.10 Australia & New Zealand
9 Latin America
9.1 Latin America Neural Network Software Market Size (2021–2032)
9.2 Latin America Neural Network Software Market Growth Rate by Country: 2021 vs 2025 vs 2032
9.3 Latin America Neural Network Software Market Size by Country (2021–2026)
9.4 Latin America Neural Network Software Market Size by Country (2027–2032)
9.5 Mexico
9.6 Brazil
10 Middle East & Africa
10.1 Middle East & Africa Neural Network Software Market Size (2021–2032)
10.2 Middle East & Africa Neural Network Software Market Growth Rate by Country: 2021 vs 2025 vs 2032
10.3 Middle East & Africa Neural Network Software Market Size by Country (2021–2026)
10.4 Middle East & Africa Neural Network Software Market Size by Country (2027–2032)
10.5 Israel
10.6 Saudi Arabia
10.7 UAE
11 Key Players Profiles
11.1 NVIDIA Corporation
11.1.1 NVIDIA Corporation Company Details
11.1.2 NVIDIA Corporation Business Overview
11.1.3 NVIDIA Corporation Neural Network Software Introduction
11.1.4 NVIDIA Corporation Revenue in Neural Network Software Business (2021–2026)
11.1.5 NVIDIA Corporation Recent Development
11.2 Google LLC
11.2.1 Google LLC Company Details
11.2.2 Google LLC Business Overview
11.2.3 Google LLC Neural Network Software Introduction
11.2.4 Google LLC Revenue in Neural Network Software Business (2021–2026)
11.2.5 Google LLC Recent Development
11.3 Microsoft Corporation
11.3.1 Microsoft Corporation Company Details
11.3.2 Microsoft Corporation Business Overview
11.3.3 Microsoft Corporation Neural Network Software Introduction
11.3.4 Microsoft Corporation Revenue in Neural Network Software Business (2021–2026)
11.3.5 Microsoft Corporation Recent Development
11.4 Meta Platforms, Inc.
11.4.1 Meta Platforms, Inc. Company Details
11.4.2 Meta Platforms, Inc. Business Overview
11.4.3 Meta Platforms, Inc. Neural Network Software Introduction
11.4.4 Meta Platforms, Inc. Revenue in Neural Network Software Business (2021–2026)
11.4.5 Meta Platforms, Inc. Recent Development
11.5 Amazon Web Services, Inc.
11.5.1 Amazon Web Services, Inc. Company Details
11.5.2 Amazon Web Services, Inc. Business Overview
11.5.3 Amazon Web Services, Inc. Neural Network Software Introduction
11.5.4 Amazon Web Services, Inc. Revenue in Neural Network Software Business (2021–2026)
11.5.5 Amazon Web Services, Inc. Recent Development
11.6 IBM Corporation
11.6.1 IBM Corporation Company Details
11.6.2 IBM Corporation Business Overview
11.6.3 IBM Corporation Neural Network Software Introduction
11.6.4 IBM Corporation Revenue in Neural Network Software Business (2021–2026)
11.6.5 IBM Corporation Recent Development
11.7 MathWorks, Inc.
11.7.1 MathWorks, Inc. Company Details
11.7.2 MathWorks, Inc. Business Overview
11.7.3 MathWorks, Inc. Neural Network Software Introduction
11.7.4 MathWorks, Inc. Revenue in Neural Network Software Business (2021–2026)
11.7.5 MathWorks, Inc. Recent Development
11.8 SAS Institute Inc.
11.8.1 SAS Institute Inc. Company Details
11.8.2 SAS Institute Inc. Business Overview
11.8.3 SAS Institute Inc. Neural Network Software Introduction
11.8.4 SAS Institute Inc. Revenue in Neural Network Software Business (2021–2026)
11.8.5 SAS Institute Inc. Recent Development
11.9 DataRobot, Inc.
11.9.1 DataRobot, Inc. Company Details
11.9.2 DataRobot, Inc. Business Overview
11.9.3 DataRobot, Inc. Neural Network Software Introduction
11.9.4 DataRobot, Inc. Revenue in Neural Network Software Business (2021–2026)
11.9.5 DataRobot, Inc. Recent Development
11.10 H2O.ai, Inc.
11.10.1 H2O.ai, Inc. Company Details
11.10.2 H2O.ai, Inc. Business Overview
11.10.3 H2O.ai, Inc. Neural Network Software Introduction
11.10.4 H2O.ai, Inc. Revenue in Neural Network Software Business (2021–2026)
11.10.5 H2O.ai, Inc. Recent Development
11.11 Dataiku SAS
11.11.1 Dataiku SAS Company Details
11.11.2 Dataiku SAS Business Overview
11.11.3 Dataiku SAS Neural Network Software Introduction
11.11.4 Dataiku SAS Revenue in Neural Network Software Business (2021–2026)
11.11.5 Dataiku SAS Recent Development
11.12 Neurala, Inc.
11.12.1 Neurala, Inc. Company Details
11.12.2 Neurala, Inc. Business Overview
11.12.3 Neurala, Inc. Neural Network Software Introduction
11.12.4 Neurala, Inc. Revenue in Neural Network Software Business (2021–2026)
11.12.5 Neurala, Inc. Recent Development
11.13 Sony Group Corporation
11.13.1 Sony Group Corporation Company Details
11.13.2 Sony Group Corporation Business Overview
11.13.3 Sony Group Corporation Neural Network Software Introduction
11.13.4 Sony Group Corporation Revenue in Neural Network Software Business (2021–2026)
11.13.5 Sony Group Corporation Recent Development
11.14 Preferred Networks, Inc.
11.14.1 Preferred Networks, Inc. Company Details
11.14.2 Preferred Networks, Inc. Business Overview
11.14.3 Preferred Networks, Inc. Neural Network Software Introduction
11.14.4 Preferred Networks, Inc. Revenue in Neural Network Software Business (2021–2026)
11.14.5 Preferred Networks, Inc. Recent Development
11.15 Nota AI Co., Ltd.
11.15.1 Nota AI Co., Ltd. Company Details
11.15.2 Nota AI Co., Ltd. Business Overview
11.15.3 Nota AI Co., Ltd. Neural Network Software Introduction
11.15.4 Nota AI Co., Ltd. Revenue in Neural Network Software Business (2021–2026)
11.15.5 Nota AI Co., Ltd. Recent Development
11.16 Baidu, Inc.
11.16.1 Baidu, Inc. Company Details
11.16.2 Baidu, Inc. Business Overview
11.16.3 Baidu, Inc. Neural Network Software Introduction
11.16.4 Baidu, Inc. Revenue in Neural Network Software Business (2021–2026)
11.16.5 Baidu, Inc. Recent Development
11.17 Huawei Technologies Co., Ltd.
11.17.1 Huawei Technologies Co., Ltd. Company Details
11.17.2 Huawei Technologies Co., Ltd. Business Overview
11.17.3 Huawei Technologies Co., Ltd. Neural Network Software Introduction
11.17.4 Huawei Technologies Co., Ltd. Revenue in Neural Network Software Business (2021–2026)
11.17.5 Huawei Technologies Co., Ltd. Recent Development
11.18 Alibaba Cloud Computing Co., Ltd.
11.18.1 Alibaba Cloud Computing Co., Ltd. Company Details
11.18.2 Alibaba Cloud Computing Co., Ltd. Business Overview
11.18.3 Alibaba Cloud Computing Co., Ltd. Neural Network Software Introduction
11.18.4 Alibaba Cloud Computing Co., Ltd. Revenue in Neural Network Software Business (2021–2026)
11.18.5 Alibaba Cloud Computing Co., Ltd. Recent Development
11.19 Tencent Cloud Computing (Beijing) Co., Ltd.
11.19.1 Tencent Cloud Computing (Beijing) Co., Ltd. Company Details
11.19.2 Tencent Cloud Computing (Beijing) Co., Ltd. Business Overview
11.19.3 Tencent Cloud Computing (Beijing) Co., Ltd. Neural Network Software Introduction
11.19.4 Tencent Cloud Computing (Beijing) Co., Ltd. Revenue in Neural Network Software Business (2021–2026)
11.19.5 Tencent Cloud Computing (Beijing) Co., Ltd. Recent Development
11.20 Beijing Fourth Paradigm Technology Co., Ltd.
11.20.1 Beijing Fourth Paradigm Technology Co., Ltd. Company Details
11.20.2 Beijing Fourth Paradigm Technology Co., Ltd. Business Overview
11.20.3 Beijing Fourth Paradigm Technology Co., Ltd. Neural Network Software Introduction
11.20.4 Beijing Fourth Paradigm Technology Co., Ltd. Revenue in Neural Network Software Business (2021–2026)
11.20.5 Beijing Fourth Paradigm Technology Co., Ltd. Recent Development
11.21 SenseTime Group Inc.
11.21.1 SenseTime Group Inc. Company Details
11.21.2 SenseTime Group Inc. Business Overview
11.21.3 SenseTime Group Inc. Neural Network Software Introduction
11.21.4 SenseTime Group Inc. Revenue in Neural Network Software Business (2021–2026)
11.21.5 SenseTime Group Inc. Recent Development
12 Analyst's Viewpoints/Conclusions
13 Appendix
13.1 Research Methodology
13.1.1 Methodology/Research Approach
13.1.1.1 Research Programs/Design
13.1.1.2 Market Size Estimation
13.1.1.3 Market Breakdown and Data Triangulation
13.1.2 Data Source
13.1.2.1 Secondary Sources
13.1.2.2 Primary Sources
13.2 Author Details
13.3 Disclaimer
TABLE OF FIGURES
List of Tables
Table 1. Global Neural Network Software Market Size Growth Rate by Type (US$ Million): 2021 vs 2025 vs 2032
Table 2. Key Players of Neural Network Training Software
Table 3. Key Players of Neural Network Inference Software
Table 4. Key Players of Integrated Training and Inference Software
Table 5. Global Neural Network Software Market Size Growth Rate by Deployment Model (US$ Million): 2021 vs 2025 vs 2032
Table 6. Key Players of On-premises Software
Table 7. Key Players of Cloud-based Software
Table 8. Key Players of Edge-deployed Software
Table 9. Global Neural Network Software Market Size Growth Rate by Supported Model Size (US$ Million): 2021 vs 2025 vs 2032
Table 10. Key Players of Small-model（≤1 Billion Parameters）
Table 11. Key Players of Medium-model（＞1–10 Billion Parameters）
Table 12. Key Players of Large-model（＞10 Billion Parameters）
Table 13. Global Neural Network Software Market Size Growth by Application (US$ Million): 2021 vs 2025 vs 2032
Table 14. Global Neural Network Software Market Size by Region (US$ Million): 2021 vs 2025 vs 2032
Table 15. Global Neural Network Software Market Size by Region (US$ Million), 2021–2026
Table 16. Global Neural Network Software Market Share by Region (2021–2026)
Table 17. Global Neural Network Software Forecasted Market Size by Region (US$ Million), 2027–2032
Table 18. Global Neural Network Software Market Share by Region (2027–2032)
Table 19. Neural Network Software Market Trends
Table 20. Neural Network Software Market Drivers
Table 21. Neural Network Software Market Challenges
Table 22. Neural Network Software Market Restraints
Table 23. Global Neural Network Software Revenue by Players (US$ Million), 2021–2026
Table 24. Global Neural Network Software Market Share by Players (2021–2026)
Table 25. Global Top Neural Network Software Players by Tier (Tier 1, Tier 2, and Tier 3), based on Neural Network Software Revenue, 2025
Table 26. Ranking of Global Top Neural Network Software Companies by Revenue (US$ Million) in 2025
Table 27. Global 5 Largest Players Market Share by Neural Network Software Revenue (CR5 and HHI), 2021–2026
Table 28. Global Key Players of Neural Network Software, Headquarters and Area Served
Table 29. Global Key Players of Neural Network Software, Products and Applications
Table 30. Global Key Players of Neural Network Software, Date of General Availability (GA)
Table 31. Mergers and Acquisitions, Expansion Plans
Table 32. Global Neural Network Software Market Size by Type (US$ Million), 2021–2026
Table 33. Global Neural Network Software Revenue Market Share by Type (2021–2026)
Table 34. Global Neural Network Software Forecasted Market Size by Type (US$ Million), 2027–2032
Table 35. Global Neural Network Software Revenue Market Share by Type (2027–2032)
Table 36. Global Neural Network Software Market Size by Application (US$ Million), 2021–2026
Table 37. Global Neural Network Software Revenue Market Share by Application (2021–2026)
Table 38. Global Neural Network Software Forecasted Market Size by Application (US$ Million), 2027–2032
Table 39. Global Neural Network Software Revenue Market Share by Application (2027–2032)
Table 40. North America Neural Network Software Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 41. North America Neural Network Software Market Size by Country (US$ Million), 2021–2026
Table 42. North America Neural Network Software Market Size by Country (US$ Million), 2027–2032
Table 43. Europe Neural Network Software Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 44. Europe Neural Network Software Market Size by Country (US$ Million), 2021–2026
Table 45. Europe Neural Network Software Market Size by Country (US$ Million), 2027–2032
Table 46. Asia-Pacific Neural Network Software Market Size Growth Rate by Region (US$ Million): 2021 vs 2025 vs 2032
Table 47. Asia-Pacific Neural Network Software Market Size by Region (US$ Million), 2021–2026
Table 48. Asia-Pacific Neural Network Software Market Size by Region (US$ Million), 2027–2032
Table 49. Latin America Neural Network Software Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 50. Latin America Neural Network Software Market Size by Country (US$ Million), 2021–2026
Table 51. Latin America Neural Network Software Market Size by Country (US$ Million), 2027–2032
Table 52. Middle East & Africa Neural Network Software Market Size Growth Rate by Country (US$ Million): 2021 vs 2025 vs 2032
Table 53. Middle East & Africa Neural Network Software Market Size by Country (US$ Million), 2021–2026
Table 54. Middle East & Africa Neural Network Software Market Size by Country (US$ Million), 2027–2032
Table 55. NVIDIA Corporation Company Details
Table 56. NVIDIA Corporation Business Overview
Table 57. NVIDIA Corporation Neural Network Software Product
Table 58. NVIDIA Corporation Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 59. NVIDIA Corporation Recent Development
Table 60. Google LLC Company Details
Table 61. Google LLC Business Overview
Table 62. Google LLC Neural Network Software Product
Table 63. Google LLC Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 64. Google LLC Recent Development
Table 65. Microsoft Corporation Company Details
Table 66. Microsoft Corporation Business Overview
Table 67. Microsoft Corporation Neural Network Software Product
Table 68. Microsoft Corporation Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 69. Microsoft Corporation Recent Development
Table 70. Meta Platforms, Inc. Company Details
Table 71. Meta Platforms, Inc. Business Overview
Table 72. Meta Platforms, Inc. Neural Network Software Product
Table 73. Meta Platforms, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 74. Meta Platforms, Inc. Recent Development
Table 75. Amazon Web Services, Inc. Company Details
Table 76. Amazon Web Services, Inc. Business Overview
Table 77. Amazon Web Services, Inc. Neural Network Software Product
Table 78. Amazon Web Services, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 79. Amazon Web Services, Inc. Recent Development
Table 80. IBM Corporation Company Details
Table 81. IBM Corporation Business Overview
Table 82. IBM Corporation Neural Network Software Product
Table 83. IBM Corporation Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 84. IBM Corporation Recent Development
Table 85. MathWorks, Inc. Company Details
Table 86. MathWorks, Inc. Business Overview
Table 87. MathWorks, Inc. Neural Network Software Product
Table 88. MathWorks, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 89. MathWorks, Inc. Recent Development
Table 90. SAS Institute Inc. Company Details
Table 91. SAS Institute Inc. Business Overview
Table 92. SAS Institute Inc. Neural Network Software Product
Table 93. SAS Institute Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 94. SAS Institute Inc. Recent Development
Table 95. DataRobot, Inc. Company Details
Table 96. DataRobot, Inc. Business Overview
Table 97. DataRobot, Inc. Neural Network Software Product
Table 98. DataRobot, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 99. DataRobot, Inc. Recent Development
Table 100. H2O.ai, Inc. Company Details
Table 101. H2O.ai, Inc. Business Overview
Table 102. H2O.ai, Inc. Neural Network Software Product
Table 103. H2O.ai, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 104. H2O.ai, Inc. Recent Development
Table 105. Dataiku SAS Company Details
Table 106. Dataiku SAS Business Overview
Table 107. Dataiku SAS Neural Network Software Product
Table 108. Dataiku SAS Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 109. Dataiku SAS Recent Development
Table 110. Neurala, Inc. Company Details
Table 111. Neurala, Inc. Business Overview
Table 112. Neurala, Inc. Neural Network Software Product
Table 113. Neurala, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 114. Neurala, Inc. Recent Development
Table 115. Sony Group Corporation Company Details
Table 116. Sony Group Corporation Business Overview
Table 117. Sony Group Corporation Neural Network Software Product
Table 118. Sony Group Corporation Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 119. Sony Group Corporation Recent Development
Table 120. Preferred Networks, Inc. Company Details
Table 121. Preferred Networks, Inc. Business Overview
Table 122. Preferred Networks, Inc. Neural Network Software Product
Table 123. Preferred Networks, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 124. Preferred Networks, Inc. Recent Development
Table 125. Nota AI Co., Ltd. Company Details
Table 126. Nota AI Co., Ltd. Business Overview
Table 127. Nota AI Co., Ltd. Neural Network Software Product
Table 128. Nota AI Co., Ltd. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 129. Nota AI Co., Ltd. Recent Development
Table 130. Baidu, Inc. Company Details
Table 131. Baidu, Inc. Business Overview
Table 132. Baidu, Inc. Neural Network Software Product
Table 133. Baidu, Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 134. Baidu, Inc. Recent Development
Table 135. Huawei Technologies Co., Ltd. Company Details
Table 136. Huawei Technologies Co., Ltd. Business Overview
Table 137. Huawei Technologies Co., Ltd. Neural Network Software Product
Table 138. Huawei Technologies Co., Ltd. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 139. Huawei Technologies Co., Ltd. Recent Development
Table 140. Alibaba Cloud Computing Co., Ltd. Company Details
Table 141. Alibaba Cloud Computing Co., Ltd. Business Overview
Table 142. Alibaba Cloud Computing Co., Ltd. Neural Network Software Product
Table 143. Alibaba Cloud Computing Co., Ltd. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 144. Alibaba Cloud Computing Co., Ltd. Recent Development
Table 145. Tencent Cloud Computing (Beijing) Co., Ltd. Company Details
Table 146. Tencent Cloud Computing (Beijing) Co., Ltd. Business Overview
Table 147. Tencent Cloud Computing (Beijing) Co., Ltd. Neural Network Software Product
Table 148. Tencent Cloud Computing (Beijing) Co., Ltd. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 149. Tencent Cloud Computing (Beijing) Co., Ltd. Recent Development
Table 150. Beijing Fourth Paradigm Technology Co., Ltd. Company Details
Table 151. Beijing Fourth Paradigm Technology Co., Ltd. Business Overview
Table 152. Beijing Fourth Paradigm Technology Co., Ltd. Neural Network Software Product
Table 153. Beijing Fourth Paradigm Technology Co., Ltd. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 154. Beijing Fourth Paradigm Technology Co., Ltd. Recent Development
Table 155. SenseTime Group Inc. Company Details
Table 156. SenseTime Group Inc. Business Overview
Table 157. SenseTime Group Inc. Neural Network Software Product
Table 158. SenseTime Group Inc. Revenue in Neural Network Software Business (US$ Million), 2021–2026
Table 159. SenseTime Group Inc. Recent Development
Table 160. Research Programs/Design for This Report
Table 161. Key Data Information from Secondary Sources
Table 162. Key Data Information from Primary Sources
Table 163. Authors List of This Report
List of Figures
Figure 1. Neural Network Software Picture
Figure 2. Global Neural Network Software Market Size Comparison by Type (US$ Million), 2021–2032
Figure 3. Global Neural Network Software Market Share by Type: 2025 vs 2032
Figure 4. Neural Network Training Software Features
Figure 5. Neural Network Inference Software Features
Figure 6. Integrated Training and Inference Software Features
Figure 7. Global Neural Network Software Market Size Comparison by Deployment Model (US$ Million), 2021–2032
Figure 8. On-premises Software Features
Figure 9. Cloud-based Software Features
Figure 10. Edge-deployed Software Features
Figure 11. Global Neural Network Software Market Size Comparison by Supported Model Size (US$ Million), 2021–2032
Figure 12. Small-model（≤1 Billion Parameters） Features
Figure 13. Medium-model（＞1–10 Billion Parameters） Features
Figure 14. Large-model（＞10 Billion Parameters） Features
Figure 15. Global Neural Network Software Market Size by Application (US$ Million), 2021–2032
Figure 16. Global Neural Network Software Market Share by Application: 2025 vs 2032
Figure 17. IT and Cloud Services Case Studies
Figure 18. Healthcare and Life Sciences Case Studies
Figure 19. Automotive, Manufacturing and Financial Services Case Studies
Figure 20. Other Case Studies
Figure 21. Neural Network Software Report Years Considered
Figure 22. Global Neural Network Software Market Size (US$ Million), Year-over-Year: 2021–2032
Figure 23. Global Neural Network Software Market Size, (US$ Million), 2021 vs 2025 vs 2032
Figure 24. Global Neural Network Software Market Share by Region: 2025 vs 2032
Figure 25. Global Neural Network Software Market Share by Players in 2025
Figure 26. Global Neural Network Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)
Figure 27. The Top 10 and 5 Players Market Share by Neural Network Software Revenue in 2025
Figure 28. North America Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 29. North America Neural Network Software Market Share by Country (2021–2032)
Figure 30. United States Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 31. Canada Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 32. Europe Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 33. Europe Neural Network Software Market Share by Country (2021–2032)
Figure 34. Germany Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 35. France Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 36. U.K. Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 37. Italy Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 38. Russia Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 39. Ireland Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 40. Asia-Pacific Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 41. Asia-Pacific Neural Network Software Market Share by Region (2021–2032)
Figure 42. China Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 43. Japan Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 44. South Korea Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 45. Southeast Asia Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 46. India Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 47. Australia & New Zealand Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 48. Latin America Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 49. Latin America Neural Network Software Market Share by Country (2021–2032)
Figure 50. Mexico Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 51. Brazil Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 52. Middle East & Africa Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 53. Middle East & Africa Neural Network Software Market Share by Country (2021–2032)
Figure 54. Israel Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 55. Saudi Arabia Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 56. UAE Neural Network Software Market Size YoY Growth (US$ Million), 2021–2032
Figure 57. NVIDIA Corporation Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 58. Google LLC Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 59. Microsoft Corporation Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 60. Meta Platforms, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 61. Amazon Web Services, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 62. IBM Corporation Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 63. MathWorks, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 64. SAS Institute Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 65. DataRobot, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 66. H2O.ai, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 67. Dataiku SAS Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 68. Neurala, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 69. Sony Group Corporation Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 70. Preferred Networks, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 71. Nota AI Co., Ltd. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 72. Baidu, Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 73. Huawei Technologies Co., Ltd. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 74. Alibaba Cloud Computing Co., Ltd. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 75. Tencent Cloud Computing (Beijing) Co., Ltd. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 76. Beijing Fourth Paradigm Technology Co., Ltd. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 77. SenseTime Group Inc. Revenue Growth Rate in Neural Network Software Business (2021–2026)
Figure 78. Bottom-up and Top-down Approaches for This Report
Figure 79. Data Triangulation
Figure 80. Key Executives Interviewed
KEY QUESTIONS ADDRESSED BY THE REPORT
Which region is expected to have the highest market share?
For each regional market, the report conducted in-depth comparative analysis from multiple dimensions such as market size, 13.5% compound annual growth rate, market demand, industrial structure, policy environment, and the layout of major enterprises. It systematically summarized the market characteristics and competitive environment of different regions. At the same time, it also focused on analyzing the demand structure, market growth drivers, and investment environment of each region, providing valuable references for enterprises to identify key regional markets, formulate global market layouts and sales strategies.
What was the global market size of Neural Network Software in 2026?
What was the global market size of Neural Network Software in 2032?
What is the annual compound growth rate of the global Neural Network Software market size from 2026 to 2032?
Which companies rank high in the global Neural Network Software market?
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