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Neural Network Software - Global Market Share and Ranking, Overall Sales and Demand Forecast 2026-2032
Industry: Service & Software
Published Date: 2026-08-13
Pages: 148 Pages
Report ld: 6975768
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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 market for Neural Network Software was estimated to be worth US$ 2860 million in 2025 and is projected to reach US$ 6955 million, growing 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 provides a comprehensive view of the global market for Neural Network Software, covering total sales revenue, the market share and ranking of key companies, along with analyses by region & country, by Type, and by Application.
The Neural Network Software market size, estimations, and forecasts are presented in terms of sales revenue ($ millions), with 2025 as the base year and historical and forecast data from 2021 to 2032. The report combines quantitative and qualitative analysis to help readers develop growth strategies, assess the competitive landscape, evaluate their position in the current marketplace, and make informed business decisions regarding Neural Network Software.
CHAPTER OUTLINE
Chapter 1: Introduces the scope of the report and the global market size (value). It also summarizes market dynamics and recent developments; identifies key drivers and restraints; outlines challenges and risks for players; reviews relevant industry policies.
Chapter 2: Provides a detailed analysis of the Neural Network Software companies' competitive landscape—including revenue shares, recent development plans, and mergers and acquisitions (M&A).
Chapter 3: Analyzes market segmentation by Type, presenting the size and growth potential of each segment to help readers identify blue-ocean opportunities.
Chapter 4: Analyzes market segmentation by Application, presenting the size and growth potential of each downstream segment to help readers identify blue-ocean opportunities.
Chapter 5: Presents Neural Network Software revenue at the regional level. It offers a quantitative assessment of market size and growth potential by region and summarizes market development, future prospects, addressable space, and country-level market size worldwide.
Chapter 6: Presents Neural Network Software revenue at the country level. It provides segmented data by Type and by Application for each country/region.
Chapter 7: Profiles key players, detailing the main companies' product revenue, gross margin, product portfolios, recent developments, etc.
Chapter 8: Analysis of Value Chain, including the upstream and downstream of the industry.
Chapter 9: Conclusion.
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 Market Overview
1.1 Neural Network Software Product Introduction
1.2 Global Neural Network Software Market Size Forecast (2021–2032)
1.3 Neural Network Software Market Trends & Drivers
1.3.1 Neural Network Software Industry Trends
1.3.2 Neural Network Software Market Drivers & Opportunities
1.3.3 Neural Network Software Market Challenges
1.3.4 Neural Network Software Market Restraints
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Competitive Analysis by Company
2.1 Global Neural Network Software Players Revenue Ranking (2025)
2.2 Global Neural Network Software Revenue by Company (2021–2026)
2.3 Key Companies’ R&D and Operations Footprint and Headquarters
2.4 Key Companies Neural Network Software Product Offerings
2.5 Key Companies General Availability (GA) Timeline for Neural Network Software
2.6 Neural Network Software Market Competitive Analysis
2.6.1 Neural Network Software Market Concentration Rate (2021–2026)
2.6.2 Top 5 and Top 10 Global Companies by Neural Network Software Revenue in 2025
2.6.3 Global Companies by Tier (Tier 1, Tier 2, Tier 3), based on Neural Network Software revenue, 2025
2.7 Mergers & Acquisitions and Expansion
3 Segmentation Neural Network Software Market Classification
3.1 Introduction by Type
3.1.1 Neural Network Training Software
3.1.2 Neural Network Inference Software
3.1.3 Integrated Training and Inference Software
3.1.4 Global Neural Network Software Sales Value by Type
3.1.4.1 Global Neural Network Software Sales Value by Type (2021 vs 2025 vs 2032)
3.1.4.2 Global Neural Network Software Sales Value, by Type (2021–2032)
3.1.4.3 Global Neural Network Software Sales Value, by Type (%), 2021–2032
3.2 Introduction by Deployment Model
3.2.1 On-premises Software
3.2.2 Cloud-based Software
3.2.3 Edge-deployed Software
3.2.4 Global Neural Network Software Sales Value by Deployment Model
3.2.4.1 Global Neural Network Software Sales Value by Deployment Model (2021 vs 2025 vs 2032)
3.2.4.2 Global Neural Network Software Sales Value, by Deployment Model (2021–2032)
3.2.4.3 Global Neural Network Software Sales Value, by Deployment Model (%), 2021–2032
3.3 Introduction by Supported Model Size
3.3.1 Small-model（≤1 Billion Parameters）
3.3.2 Medium-model（＞1–10 Billion Parameters）
3.3.3 Large-model（＞10 Billion Parameters）
3.3.4 Global Neural Network Software Sales Value by Supported Model Size
3.3.4.1 Global Neural Network Software Sales Value by Supported Model Size (2021 vs 2025 vs 2032)
3.3.4.2 Global Neural Network Software Sales Value, by Supported Model Size (2021–2032)
3.3.4.3 Global Neural Network Software Sales Value, by Supported Model Size (%), 2021–2032
4 Segmentation by Application
4.1 Introduction by Application
4.1.1 IT and Cloud Services
4.1.2 Healthcare and Life Sciences
4.1.3 Automotive, Manufacturing and Financial Services
4.1.4 Other
4.2 Global Neural Network Software Sales Value by Application
4.2.1 Global Neural Network Software Sales Value by Application (2021 vs 2025 vs 2032)
4.2.2 Global Neural Network Software Sales Value by Application (2021–2032)
4.2.3 Global Neural Network Software Sales Value by Application (%), 2021–2032
5 Segmentation by Region
5.1 Global Neural Network Software Sales Value by Region
5.1.1 Global Neural Network Software Sales Value by Region: 2021 vs 2025 vs 2032
5.1.2 Global Neural Network Software Sales Value by Region (2021–2026)
5.1.3 Global Neural Network Software Sales Value by Region (2027–2032)
5.1.4 Global Neural Network Software Sales Value by Region (%), 2021–2032
5.2 North America
5.2.1 North America Neural Network Software Sales Value, 2021–2032
5.2.2 North America Neural Network Software Sales Value by Country (%), 2025 vs 2032
5.3 Europe
5.3.1 Europe Neural Network Software Sales Value, 2021–2032
5.3.2 Europe Neural Network Software Sales Value by Country (%), 2025 vs 2032
5.4 Asia Pacific
5.4.1 Asia Pacific Neural Network Software Sales Value, 2021–2032
5.4.2 Asia Pacific Neural Network Software Sales Value by Subregion (%), 2025 vs 2032
5.5 South America
5.5.1 South America Neural Network Software Sales Value, 2021–2032
5.5.2 South America Neural Network Software Sales Value by Country (%), 2025 vs 2032
5.6 Middle East & Africa
5.6.1 Middle East & Africa Neural Network Software Sales Value, 2021–2032
5.6.2 Middle East & Africa Neural Network Software Sales Value by Country (%), 2025 vs 2032
6 Segmentation by Key Countries/Regions
6.1 Key Countries/Regions Neural Network Software Sales Value Growth Trends, 2021 vs 2025 vs 2032
6.2 Key Countries/Regions Neural Network Software Sales Value, 2021–2032
6.3 United States
6.3.1 United States Neural Network Software Sales Value, 2021–2032
6.3.2 United States Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.3.3 United States Neural Network Software Sales Value by Application, 2025 vs 2032
6.4 Europe
6.4.1 Europe Neural Network Software Sales Value, 2021–2032
6.4.2 Europe Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.4.3 Europe Neural Network Software Sales Value by Application, 2025 vs 2032
6.5 China
6.5.1 China Neural Network Software Sales Value, 2021–2032
6.5.2 China Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.5.3 China Neural Network Software Sales Value by Application, 2025 vs 2032
6.6 Japan
6.6.1 Japan Neural Network Software Sales Value, 2021–2032
6.6.2 Japan Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.6.3 Japan Neural Network Software Sales Value by Application, 2025 vs 2032
6.7 South Korea
6.7.1 South Korea Neural Network Software Sales Value, 2021–2032
6.7.2 South Korea Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.7.3 South Korea Neural Network Software Sales Value by Application, 2025 vs 2032
6.8 Southeast Asia
6.8.1 Southeast Asia Neural Network Software Sales Value, 2021–2032
6.8.2 Southeast Asia Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.8.3 Southeast Asia Neural Network Software Sales Value by Application, 2025 vs 2032
6.9 India
6.9.1 India Neural Network Software Sales Value, 2021–2032
6.9.2 India Neural Network Software Sales Value by Type (%), 2025 vs 2032
6.9.3 India Neural Network Software Sales Value by Application, 2025 vs 2032
7 Company Profiles
7.1 NVIDIA Corporation
7.1.1 NVIDIA Corporation Profile
7.1.2 NVIDIA Corporation Main Business
7.1.3 NVIDIA Corporation Neural Network Software Products, Services, and Solutions
7.1.4 NVIDIA Corporation Neural Network Software Revenue (US$ Million), 2021–2026
7.1.5 NVIDIA Corporation Recent Developments
7.2 Google LLC
7.2.1 Google LLC Profile
7.2.2 Google LLC Main Business
7.2.3 Google LLC Neural Network Software Products, Services, and Solutions
7.2.4 Google LLC Neural Network Software Revenue (US$ Million), 2021–2026
7.2.5 Google LLC Recent Developments
7.3 Microsoft Corporation
7.3.1 Microsoft Corporation Profile
7.3.2 Microsoft Corporation Main Business
7.3.3 Microsoft Corporation Neural Network Software Products, Services, and Solutions
7.3.4 Microsoft Corporation Neural Network Software Revenue (US$ Million), 2021–2026
7.3.5 Microsoft Corporation Recent Developments
7.4 Meta Platforms, Inc.
7.4.1 Meta Platforms, Inc. Profile
7.4.2 Meta Platforms, Inc. Main Business
7.4.3 Meta Platforms, Inc. Neural Network Software Products, Services, and Solutions
7.4.4 Meta Platforms, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.4.5 Meta Platforms, Inc. Recent Developments
7.5 Amazon Web Services, Inc.
7.5.1 Amazon Web Services, Inc. Profile
7.5.2 Amazon Web Services, Inc. Main Business
7.5.3 Amazon Web Services, Inc. Neural Network Software Products, Services, and Solutions
7.5.4 Amazon Web Services, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.5.5 Amazon Web Services, Inc. Recent Developments
7.6 IBM Corporation
7.6.1 IBM Corporation Profile
7.6.2 IBM Corporation Main Business
7.6.3 IBM Corporation Neural Network Software Products, Services, and Solutions
7.6.4 IBM Corporation Neural Network Software Revenue (US$ Million), 2021–2026
7.6.5 IBM Corporation Recent Developments
7.7 MathWorks, Inc.
7.7.1 MathWorks, Inc. Profile
7.7.2 MathWorks, Inc. Main Business
7.7.3 MathWorks, Inc. Neural Network Software Products, Services, and Solutions
7.7.4 MathWorks, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.7.5 MathWorks, Inc. Recent Developments
7.8 SAS Institute Inc.
7.8.1 SAS Institute Inc. Profile
7.8.2 SAS Institute Inc. Main Business
7.8.3 SAS Institute Inc. Neural Network Software Products, Services, and Solutions
7.8.4 SAS Institute Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.8.5 SAS Institute Inc. Recent Developments
7.9 DataRobot, Inc.
7.9.1 DataRobot, Inc. Profile
7.9.2 DataRobot, Inc. Main Business
7.9.3 DataRobot, Inc. Neural Network Software Products, Services, and Solutions
7.9.4 DataRobot, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.9.5 DataRobot, Inc. Recent Developments
7.10 H2O.ai, Inc.
7.10.1 H2O.ai, Inc. Profile
7.10.2 H2O.ai, Inc. Main Business
7.10.3 H2O.ai, Inc. Neural Network Software Products, Services, and Solutions
7.10.4 H2O.ai, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.10.5 H2O.ai, Inc. Recent Developments
7.11 Dataiku SAS
7.11.1 Dataiku SAS Profile
7.11.2 Dataiku SAS Main Business
7.11.3 Dataiku SAS Neural Network Software Products, Services, and Solutions
7.11.4 Dataiku SAS Neural Network Software Revenue (US$ Million), 2021–2026
7.11.5 Dataiku SAS Recent Developments
7.12 Neurala, Inc.
7.12.1 Neurala, Inc. Profile
7.12.2 Neurala, Inc. Main Business
7.12.3 Neurala, Inc. Neural Network Software Products, Services, and Solutions
7.12.4 Neurala, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.12.5 Neurala, Inc. Recent Developments
7.13 Sony Group Corporation
7.13.1 Sony Group Corporation Profile
7.13.2 Sony Group Corporation Main Business
7.13.3 Sony Group Corporation Neural Network Software Products, Services, and Solutions
7.13.4 Sony Group Corporation Neural Network Software Revenue (US$ Million), 2021–2026
7.13.5 Sony Group Corporation Recent Developments
7.14 Preferred Networks, Inc.
7.14.1 Preferred Networks, Inc. Profile
7.14.2 Preferred Networks, Inc. Main Business
7.14.3 Preferred Networks, Inc. Neural Network Software Products, Services, and Solutions
7.14.4 Preferred Networks, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.14.5 Preferred Networks, Inc. Recent Developments
7.15 Nota AI Co., Ltd.
7.15.1 Nota AI Co., Ltd. Profile
7.15.2 Nota AI Co., Ltd. Main Business
7.15.3 Nota AI Co., Ltd. Neural Network Software Products, Services, and Solutions
7.15.4 Nota AI Co., Ltd. Neural Network Software Revenue (US$ Million), 2021–2026
7.15.5 Nota AI Co., Ltd. Recent Developments
7.16 Baidu, Inc.
7.16.1 Baidu, Inc. Profile
7.16.2 Baidu, Inc. Main Business
7.16.3 Baidu, Inc. Neural Network Software Products, Services, and Solutions
7.16.4 Baidu, Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.16.5 Baidu, Inc. Recent Developments
7.17 Huawei Technologies Co., Ltd.
7.17.1 Huawei Technologies Co., Ltd. Profile
7.17.2 Huawei Technologies Co., Ltd. Main Business
7.17.3 Huawei Technologies Co., Ltd. Neural Network Software Products, Services, and Solutions
7.17.4 Huawei Technologies Co., Ltd. Neural Network Software Revenue (US$ Million), 2021–2026
7.17.5 Huawei Technologies Co., Ltd. Recent Developments
7.18 Alibaba Cloud Computing Co., Ltd.
7.18.1 Alibaba Cloud Computing Co., Ltd. Profile
7.18.2 Alibaba Cloud Computing Co., Ltd. Main Business
7.18.3 Alibaba Cloud Computing Co., Ltd. Neural Network Software Products, Services, and Solutions
7.18.4 Alibaba Cloud Computing Co., Ltd. Neural Network Software Revenue (US$ Million), 2021–2026
7.18.5 Alibaba Cloud Computing Co., Ltd. Recent Developments
7.19 Tencent Cloud Computing (Beijing) Co., Ltd.
7.19.1 Tencent Cloud Computing (Beijing) Co., Ltd. Profile
7.19.2 Tencent Cloud Computing (Beijing) Co., Ltd. Main Business
7.19.3 Tencent Cloud Computing (Beijing) Co., Ltd. Neural Network Software Products, Services, and Solutions
7.19.4 Tencent Cloud Computing (Beijing) Co., Ltd. Neural Network Software Revenue (US$ Million), 2021–2026
7.19.5 Tencent Cloud Computing (Beijing) Co., Ltd. Recent Developments
7.20 Beijing Fourth Paradigm Technology Co., Ltd.
7.20.1 Beijing Fourth Paradigm Technology Co., Ltd. Profile
7.20.2 Beijing Fourth Paradigm Technology Co., Ltd. Main Business
7.20.3 Beijing Fourth Paradigm Technology Co., Ltd. Neural Network Software Products, Services, and Solutions
7.20.4 Beijing Fourth Paradigm Technology Co., Ltd. Neural Network Software Revenue (US$ Million), 2021–2026
7.20.5 Beijing Fourth Paradigm Technology Co., Ltd. Recent Developments
7.21 SenseTime Group Inc.
7.21.1 SenseTime Group Inc. Profile
7.21.2 SenseTime Group Inc. Main Business
7.21.3 SenseTime Group Inc. Neural Network Software Products, Services, and Solutions
7.21.4 SenseTime Group Inc. Neural Network Software Revenue (US$ Million), 2021–2026
7.21.5 SenseTime Group Inc. Recent Developments
8 Industry Chain Analysis
8.1 Neural Network Software Value Chain
8.2 Neural Network Software Upstream Analysis
8.2.1 Key Raw Materials
8.2.2 Key Suppliers of Raw Materials
8.2.3 Cost Structure
8.3 Midstream Analysis
8.4 Downstream (Customer) Analysis
8.5 Sales Model and Sales Channelss
8.5.1 Neural Network Software Sales Model
8.5.2 Sales Channels
8.5.3 Neural Network Software Distributors
9 Research Findings and Conclusion
10 Appendix
10.1 Research Methodology
10.1.1 Methodology/Research Approach
10.1.1.1 Research Programs/Design
10.1.1.2 Market Size Estimation
10.1.1.3 Market Breakdown and Data Triangulation
10.1.2 Data Source
10.1.2.1 Secondary Sources
10.1.2.2 Primary Sources
10.2 Author Details
10.3 Disclaimer
TABLE OF FIGURES
List of Tables
Table 1. Neural Network Software Market Trends
Table 2. Neural Network Software Market Drivers & Opportunities
Table 3. Neural Network Software Market Challenges
Table 4. Neural Network Software Market Restraints
Table 5. Global Neural Network Software Revenue by Company (US$ Million), 2021–2026
Table 6. Global Neural Network Software Revenue Market Share by Company (2021–2026)
Table 7. Key Companies’ R&D and Operations Footprint and Headquarters
Table 8. Key Companies Neural Network Software Product Type
Table 9. Key Companies General Availability (GA) Timeline for Neural Network Software
Table 10. Global Neural Network Software Companies Market Concentration Ratio (CR5 and HHI)
Table 11. Global Companies by Tier (Tier 1, Tier 2, Tier 3), based on Neural Network Software revenue, 2025
Table 12. Mergers & Acquisitions and Expansion Plans
Table 13. Global Neural Network Software Sales Value by Type: 2021 vs 2025 vs 2032 (US$ Million)
Table 14. Global Neural Network Software Sales Value by Type (US$ Million), 2021–2026
Table 15. Global Neural Network Software Sales Value by Type (US$ Million), 2027–2032
Table 16. Global Neural Network Software Sales Market Share in Value by Type (2021–2026)
Table 17. Global Neural Network Software Sales Market Share in Value by Type (2027–2032)
Table 18. Global Neural Network Software Sales Value by Deployment Model: 2021 vs 2025 vs 2032 (US$ Million)
Table 19. Global Neural Network Software Sales Value by Deployment Model (US$ Million), 2021–2026
Table 20. Global Neural Network Software Sales Value by Deployment Model (US$ Million), 2027–2032
Table 21. Global Neural Network Software Sales Market Share in Value by Deployment Model (2021–2026)
Table 22. Global Neural Network Software Sales Market Share in Value by Deployment Model (2027–2032)
Table 23. Global Neural Network Software Sales Value by Supported Model Size: 2021 vs 2025 vs 2032 (US$ Million)
Table 24. Global Neural Network Software Sales Value by Supported Model Size (US$ Million), 2021–2026
Table 25. Global Neural Network Software Sales Value by Supported Model Size (US$ Million), 2027–2032
Table 26. Global Neural Network Software Sales Market Share in Value by Supported Model Size (2021–2026)
Table 27. Global Neural Network Software Sales Market Share in Value by Supported Model Size (2027–2032)
Table 28. Global Neural Network Software Sales Value by Application: 2021 vs 2025 vs 2032 (US$ Million)
Table 29. Global Neural Network Software Sales Value by Application (US$ Million), 2021–2026
Table 30. Global Neural Network Software Sales Value by Application (US$ Million), 2027–2032
Table 31. Global Neural Network Software Sales Market Share in Value by Application (2021–2026)
Table 32. Global Neural Network Software Sales Market Share in Value by Application (2027–2032)
Table 33. Global Neural Network Software Sales Value by Region, (US$ Million), 2021 vs 2025 vs 2032
Table 34. Global Neural Network Software Sales Value by Region (US$ Million), 2021–2026
Table 35. Global Neural Network Software Sales Value by Region (US$ Million), 2027–2032
Table 36. Global Neural Network Software Sales Value by Region (%), 2021–2026
Table 37. Global Neural Network Software Sales Value by Region (%), 2027–2032
Table 38. Key Countries/Regions Neural Network Software Sales Value Growth Trends, (US$ Million): 2021 vs 2025 vs 2032
Table 39. Key Countries/Regions Neural Network Software Sales Value, (US$ Million), 2021–2026
Table 40. Key Countries/Regions Neural Network Software Sales Value, (US$ Million), 2027–2032
Table 41. NVIDIA Corporation Basic Information List
Table 42. NVIDIA Corporation Description and Business Overview
Table 43. NVIDIA Corporation Neural Network Software Products, Services, and Solutions
Table 44. Revenue (US$ Million) in Neural Network Software Business of NVIDIA Corporation (2021–2026)
Table 45. NVIDIA Corporation Recent Developments
Table 46. Google LLC Basic Information List
Table 47. Google LLC Description and Business Overview
Table 48. Google LLC Neural Network Software Products, Services, and Solutions
Table 49. Revenue (US$ Million) in Neural Network Software Business of Google LLC (2021–2026)
Table 50. Google LLC Recent Developments
Table 51. Microsoft Corporation Basic Information List
Table 52. Microsoft Corporation Description and Business Overview
Table 53. Microsoft Corporation Neural Network Software Products, Services, and Solutions
Table 54. Revenue (US$ Million) in Neural Network Software Business of Microsoft Corporation (2021–2026)
Table 55. Microsoft Corporation Recent Developments
Table 56. Meta Platforms, Inc. Basic Information List
Table 57. Meta Platforms, Inc. Description and Business Overview
Table 58. Meta Platforms, Inc. Neural Network Software Products, Services, and Solutions
Table 59. Revenue (US$ Million) in Neural Network Software Business of Meta Platforms, Inc. (2021–2026)
Table 60. Meta Platforms, Inc. Recent Developments
Table 61. Amazon Web Services, Inc. Basic Information List
Table 62. Amazon Web Services, Inc. Description and Business Overview
Table 63. Amazon Web Services, Inc. Neural Network Software Products, Services, and Solutions
Table 64. Revenue (US$ Million) in Neural Network Software Business of Amazon Web Services, Inc. (2021–2026)
Table 65. Amazon Web Services, Inc. Recent Developments
Table 66. IBM Corporation Basic Information List
Table 67. IBM Corporation Description and Business Overview
Table 68. IBM Corporation Neural Network Software Products, Services, and Solutions
Table 69. Revenue (US$ Million) in Neural Network Software Business of IBM Corporation (2021–2026)
Table 70. IBM Corporation Recent Developments
Table 71. MathWorks, Inc. Basic Information List
Table 72. MathWorks, Inc. Description and Business Overview
Table 73. MathWorks, Inc. Neural Network Software Products, Services, and Solutions
Table 74. Revenue (US$ Million) in Neural Network Software Business of MathWorks, Inc. (2021–2026)
Table 75. MathWorks, Inc. Recent Developments
Table 76. SAS Institute Inc. Basic Information List
Table 77. SAS Institute Inc. Description and Business Overview
Table 78. SAS Institute Inc. Neural Network Software Products, Services, and Solutions
Table 79. Revenue (US$ Million) in Neural Network Software Business of SAS Institute Inc. (2021–2026)
Table 80. SAS Institute Inc. Recent Developments
Table 81. DataRobot, Inc. Basic Information List
Table 82. DataRobot, Inc. Description and Business Overview
Table 83. DataRobot, Inc. Neural Network Software Products, Services, and Solutions
Table 84. Revenue (US$ Million) in Neural Network Software Business of DataRobot, Inc. (2021–2026)
Table 85. DataRobot, Inc. Recent Developments
Table 86. H2O.ai, Inc. Basic Information List
Table 87. H2O.ai, Inc. Description and Business Overview
Table 88. H2O.ai, Inc. Neural Network Software Products, Services, and Solutions
Table 89. Revenue (US$ Million) in Neural Network Software Business of H2O.ai, Inc. (2021–2026)
Table 90. H2O.ai, Inc. Recent Developments
Table 91. Dataiku SAS Basic Information List
Table 92. Dataiku SAS Description and Business Overview
Table 93. Dataiku SAS Neural Network Software Products, Services, and Solutions
Table 94. Revenue (US$ Million) in Neural Network Software Business of Dataiku SAS (2021–2026)
Table 95. Dataiku SAS Recent Developments
Table 96. Neurala, Inc. Basic Information List
Table 97. Neurala, Inc. Description and Business Overview
Table 98. Neurala, Inc. Neural Network Software Products, Services, and Solutions
Table 99. Revenue (US$ Million) in Neural Network Software Business of Neurala, Inc. (2021–2026)
Table 100. Neurala, Inc. Recent Developments
Table 101. Sony Group Corporation Basic Information List
Table 102. Sony Group Corporation Description and Business Overview
Table 103. Sony Group Corporation Neural Network Software Products, Services, and Solutions
Table 104. Revenue (US$ Million) in Neural Network Software Business of Sony Group Corporation (2021–2026)
Table 105. Sony Group Corporation Recent Developments
Table 106. Preferred Networks, Inc. Basic Information List
Table 107. Preferred Networks, Inc. Description and Business Overview
Table 108. Preferred Networks, Inc. Neural Network Software Products, Services, and Solutions
Table 109. Revenue (US$ Million) in Neural Network Software Business of Preferred Networks, Inc. (2021–2026)
Table 110. Preferred Networks, Inc. Recent Developments
Table 111. Nota AI Co., Ltd. Basic Information List
Table 112. Nota AI Co., Ltd. Description and Business Overview
Table 113. Nota AI Co., Ltd. Neural Network Software Products, Services, and Solutions
Table 114. Revenue (US$ Million) in Neural Network Software Business of Nota AI Co., Ltd. (2021–2026)
Table 115. Nota AI Co., Ltd. Recent Developments
Table 116. Baidu, Inc. Basic Information List
Table 117. Baidu, Inc. Description and Business Overview
Table 118. Baidu, Inc. Neural Network Software Products, Services, and Solutions
Table 119. Revenue (US$ Million) in Neural Network Software Business of Baidu, Inc. (2021–2026)
Table 120. Baidu, Inc. Recent Developments
Table 121. Huawei Technologies Co., Ltd. Basic Information List
Table 122. Huawei Technologies Co., Ltd. Description and Business Overview
Table 123. Huawei Technologies Co., Ltd. Neural Network Software Products, Services, and Solutions
Table 124. Revenue (US$ Million) in Neural Network Software Business of Huawei Technologies Co., Ltd. (2021–2026)
Table 125. Huawei Technologies Co., Ltd. Recent Developments
Table 126. Alibaba Cloud Computing Co., Ltd. Basic Information List
Table 127. Alibaba Cloud Computing Co., Ltd. Description and Business Overview
Table 128. Alibaba Cloud Computing Co., Ltd. Neural Network Software Products, Services, and Solutions
Table 129. Revenue (US$ Million) in Neural Network Software Business of Alibaba Cloud Computing Co., Ltd. (2021–2026)
Table 130. Alibaba Cloud Computing Co., Ltd. Recent Developments
Table 131. Tencent Cloud Computing (Beijing) Co., Ltd. Basic Information List
Table 132. Tencent Cloud Computing (Beijing) Co., Ltd. Description and Business Overview
Table 133. Tencent Cloud Computing (Beijing) Co., Ltd. Neural Network Software Products, Services, and Solutions
Table 134. Revenue (US$ Million) in Neural Network Software Business of Tencent Cloud Computing (Beijing) Co., Ltd. (2021–2026)
Table 135. Tencent Cloud Computing (Beijing) Co., Ltd. Recent Developments
Table 136. Beijing Fourth Paradigm Technology Co., Ltd. Basic Information List
Table 137. Beijing Fourth Paradigm Technology Co., Ltd. Description and Business Overview
Table 138. Beijing Fourth Paradigm Technology Co., Ltd. Neural Network Software Products, Services, and Solutions
Table 139. Revenue (US$ Million) in Neural Network Software Business of Beijing Fourth Paradigm Technology Co., Ltd. (2021–2026)
Table 140. Beijing Fourth Paradigm Technology Co., Ltd. Recent Developments
Table 141. SenseTime Group Inc. Basic Information List
Table 142. SenseTime Group Inc. Description and Business Overview
Table 143. SenseTime Group Inc. Neural Network Software Products, Services, and Solutions
Table 144. Revenue (US$ Million) in Neural Network Software Business of SenseTime Group Inc. (2021–2026)
Table 145. SenseTime Group Inc. Recent Developments
Table 146. Revenue (US$ Million) in Neural Network Software Business of Company 40 (2021–2026)
Table 147. Company 40 Recent Developments
Table 148. Key Raw Materials Lists
Table 149. Key Suppliers of Raw Materials Lists
Table 150. Neural Network Software Downstream Customers
Table 151. Neural Network Software Distributors List
Table 152. Research Programs/Design for This Report
Table 153. Key Data Information from Secondary Sources
Table 154. Key Data Information from Primary Sources
List of Figures
Figure 1. Neural Network Software Product Picture
Figure 2. Global Neural Network Software Sales Value, 2021 vs 2025 vs 2032 (US$ Million)
Figure 3. Global Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 4. Neural Network Software Report Years Considered
Figure 5. Global Neural Network Software Players Revenue Ranking (US$ Million), 2025
Figure 6. The 5 and 10 Largest Companies in the World: Market Share by Neural Network Software Revenue in 2025
Figure 7. Neural Network Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3): 2021 vs 2025
Figure 8. Neural Network Training Software Picture
Figure 9. Neural Network Inference Software Picture
Figure 10. Integrated Training and Inference Software Picture
Figure 11. Global Neural Network Software Sales Value by Type (US$ Million), 2021 vs 2025 vs 2032
Figure 12. Global Neural Network Software Sales Value Market Share by Type, 2025 & 2032
Figure 13. On-premises Software Picture
Figure 14. Cloud-based Software Picture
Figure 15. Edge-deployed Software Picture
Figure 16. Global Neural Network Software Sales Value by Deployment Model (US$ Million), 2021 vs 2025 vs 2032
Figure 17. Global Neural Network Software Sales Value Market Share by Deployment Model, 2025 & 2032
Figure 18. Small-model（≤1 Billion Parameters） Picture
Figure 19. Medium-model（＞1–10 Billion Parameters） Picture
Figure 20. Large-model（＞10 Billion Parameters） Picture
Figure 21. Global Neural Network Software Sales Value by Supported Model Size (US$ Million), 2021 vs 2025 vs 2032
Figure 22. Global Neural Network Software Sales Value Market Share by Supported Model Size, 2025 & 2032
Figure 23. Product Picture of IT and Cloud Services
Figure 24. Product Picture of Healthcare and Life Sciences
Figure 25. Product Picture of Automotive, Manufacturing and Financial Services
Figure 26. Product Picture of Other
Figure 27. Global Neural Network Software Sales Value by Application (US$ Million), 2021 vs 2025 vs 2032
Figure 28. Global Neural Network Software Sales Value Market Share by Application, 2025 & 2032
Figure 29. North America Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 30. North America Neural Network Software Sales Value by Country (%), 2025 vs 2032
Figure 31. Europe Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 32. Europe Neural Network Software Sales Value by Country (%), 2025 vs 2032
Figure 33. Asia Pacific Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 34. Asia Pacific Neural Network Software Sales Value by Subregion (%), 2025 vs 2032
Figure 35. South America Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 36. South America Neural Network Software Sales Value by Country (%), 2025 vs 2032
Figure 37. Middle East & Africa Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 38. Middle East & Africa Neural Network Software Sales Value by Country (%), 2025 vs 2032
Figure 39. Key Countries/Regions Neural Network Software Sales Value (%), 2021–2032
Figure 40. United States Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 41. United States Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 42. United States Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 43. Europe Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 44. Europe Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 45. Europe Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 46. China Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 47. China Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 48. China Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 49. Japan Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 50. Japan Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 51. Japan Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 52. South Korea Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 53. South Korea Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 54. South Korea Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 55. Southeast Asia Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 56. Southeast Asia Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 57. Southeast Asia Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 58. India Neural Network Software Sales Value (US$ Million), 2021–2032
Figure 59. India Neural Network Software Sales Value by Type (%), 2025 vs 2032
Figure 60. India Neural Network Software Sales Value by Application (%), 2025 vs 2032
Figure 61. Neural Network Software Value Chain
Figure 62. Neural Network Software Cost Structure
Figure 63. Channels of Distribution (Direct Sales, and Distribution)
Figure 64. Bottom-up and Top-down Approaches for This Report
Figure 65. Data Triangulation
Figure 66. Key Executives Interviewed
KEY QUESTIONS ADDRESSED BY THE REPORT
What is the annual compound growth rate of the global Neural Network Software market size from 2026 to 2032?
The annual compound growth rate of the global Neural Network Software market is 13.5% 2026 to 2032.
Which region is expected to have the highest market share?
Which companies rank high in the global Neural Network Software market?
What was the global market size of Neural Network Software in 2026?
What was the global market size of Neural Network Software in 2032?
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