The global market for Machine Learning Operations (MLOps) was valued at US$ 1538 million in the year 2024 and is projected to reach a revised size of US$ 17160 million by 2031, growing at a CAGR of 41.8% during the forecast period.

Machine Learning Operations (MLOps) Market

MLOps is the process of taking an experimental Machine Learning model into a production system. The word is a compound of “Machine Learning” and the continuous development practice of DevOps in the software field. Machine Learning models are tested and developed in isolated experimental systems. When an algorithm is ready to be launched, MLOps is practiced between Data Scientists, DevOps, and Machine Learning engineers to transition the algorithm to production systems. Similar to DevOps or DataOps approaches, MLOps seeks to increase automation and improve the quality of production models, while also focusing on business and regulatory requirements. While MLOps started as a set of best practices, it is slowly evolving into an independent approach to ML lifecycle management. MLOps applies to the entire lifecycle - from integrating with model generation (software development lifecycle, continuous integration/continuous delivery), orchestration, and deployment, to health, diagnostics, governance, and business metrics.

The key vendors providing Machine Learning Operations (MLOps) worldwide are IBM, DataRobot, SAS, Microsoft, Amazon, Google, Dataiku, Databricks, and others. The top five vendors together hold over 45% of the market share, with the largest producer being IBM with 10% of the market share. The major regions offering machine learning operations globally are North America, Europe, China, and the Middle East. In terms of their product categories, on-premise type have the highest market share at over 55%, followed by cloud MLOps at 35%. In terms of its applications, BFSI is its top application area, with over 25% market share, followed by the public sector and manufacturing.

This report aims to provide a comprehensive presentation of the global market for Machine Learning Operations (MLOps), with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Machine Learning Operations (MLOps).

The Machine Learning Operations (MLOps) market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Machine Learning Operations (MLOps) market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Machine Learning Operations (MLOps) companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of Machine Learning Operations (MLOps) Market Report

Report Metric	Details
Report Name	Machine Learning Operations (MLOps) Market
Accounted market size in year	US$ 1538 million
Forecasted market size in 2031	US$ 17160 million
CAGR	41.8%
Base Year	year
Forecasted years	2025 - 2031
Segment by Type	On-premise Cloud Others
Segment by Application	BFSI Healthcare Retail Manufacturing Public Sector Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	IBM, DataRobot, SAS, Microsoft, Amazon, Google, Dataiku, Databricks, HPE, Lguazio, ClearML, Modzy, Comet, Cloudera, Paperpace, Valohai
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Machine Learning Operations (MLOps) company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is Machine Learning Operations (MLOps) Market growing?

Ans: The Machine Learning Operations (MLOps) Market witnessing a CAGR of 41.8% during the forecast period 2025-2031.

What is the Machine Learning Operations (MLOps) Market size in 2031?

Ans: The Machine Learning Operations (MLOps) Market size in 2031 will be US$ 17160 million.

What is the market share of major companies in Machine Learning Operations (MLOps) Market?

Ans: The top five vendors together hold over 45% of the market share, with the largest producer being IBM with 10% of the market share.

What is the Machine Learning Operations (MLOps) Market share by type?

Ans: In terms of their product categories, on-premise type have the highest market share at over 55%, followed by cloud MLOps at 35%.

Who are the main players in the Machine Learning Operations (MLOps) Market report?

Ans: The main players in the Machine Learning Operations (MLOps) Market are IBM, DataRobot, SAS, Microsoft, Amazon, Google, Dataiku, Databricks, HPE, Lguazio, ClearML, Modzy, Comet, Cloudera, Paperpace, Valohai

What are the Application segmentation covered in the Machine Learning Operations (MLOps) Market report?

Ans: The Applications covered in the Machine Learning Operations (MLOps) Market report are BFSI, Healthcare, Retail, Manufacturing, Public Sector, Others

What are the Type segmentation covered in the Machine Learning Operations (MLOps) Market report?

Ans: The Types covered in the Machine Learning Operations (MLOps) Market report are On-premise, Cloud, Others

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Machine Learning Operations (MLOps) Market Size Growth Rate by Type: 2020 VS 2024 VS 2031

1.2.2 On-premise

1.2.3 Cloud

1.2.4 Others

1.3 Market by Application

1.3.1 Global Machine Learning Operations (MLOps) Market Growth by Application: 2020 VS 2024 VS 2031

1.3.2 BFSI

1.3.3 Healthcare

1.3.4 Retail

1.3.5 Manufacturing

1.3.6 Public Sector

1.3.7 Others

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global Machine Learning Operations (MLOps) Market Perspective (2020-2031)

2.2 Global Machine Learning Operations (MLOps) Growth Trends by Region

2.2.1 Global Machine Learning Operations (MLOps) Market Size by Region: 2020 VS 2024 VS 2031

2.2.2 Machine Learning Operations (MLOps) Historic Market Size by Region (2020-2025)

2.2.3 Machine Learning Operations (MLOps) Forecasted Market Size by Region (2026-2031)

2.3 Machine Learning Operations (MLOps) Market Dynamics

2.3.1 Machine Learning Operations (MLOps) Industry Trends

2.3.2 Machine Learning Operations (MLOps) Market Drivers

2.3.3 Machine Learning Operations (MLOps) Market Challenges

2.3.4 Machine Learning Operations (MLOps) Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Machine Learning Operations (MLOps) Players by Revenue

3.1.1 Global Top Machine Learning Operations (MLOps) Players by Revenue (2020-2025)

3.1.2 Global Machine Learning Operations (MLOps) Revenue Market Share by Players (2020-2025)

3.2 Global Machine Learning Operations (MLOps) Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by Machine Learning Operations (MLOps) Revenue

3.4 Global Machine Learning Operations (MLOps) Market Concentration Ratio

3.4.1 Global Machine Learning Operations (MLOps) Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Machine Learning Operations (MLOps) Revenue in 2024

3.5 Global Key Players of Machine Learning Operations (MLOps) Head office and Area Served

3.6 Global Key Players of Machine Learning Operations (MLOps), Product and Application

3.7 Global Key Players of Machine Learning Operations (MLOps), Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 Machine Learning Operations (MLOps) Breakdown Data by Type

4.1 Global Machine Learning Operations (MLOps) Historic Market Size by Type (2020-2025)

4.2 Global Machine Learning Operations (MLOps) Forecasted Market Size by Type (2026-2031)

5 Machine Learning Operations (MLOps) Breakdown Data by Application

5.1 Global Machine Learning Operations (MLOps) Historic Market Size by Application (2020-2025)

5.2 Global Machine Learning Operations (MLOps) Forecasted Market Size by Application (2026-2031)

6 North America

6.1 North America Machine Learning Operations (MLOps) Market Size (2020-2031)

6.2 North America Machine Learning Operations (MLOps) Market Growth Rate by Country: 2020 VS 2024 VS 2031

6.3 North America Machine Learning Operations (MLOps) Market Size by Country (2020-2025)

6.4 North America Machine Learning Operations (MLOps) Market Size by Country (2026-2031)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe Machine Learning Operations (MLOps) Market Size (2020-2031)

7.2 Europe Machine Learning Operations (MLOps) Market Growth Rate by Country: 2020 VS 2024 VS 2031

7.3 Europe Machine Learning Operations (MLOps) Market Size by Country (2020-2025)

7.4 Europe Machine Learning Operations (MLOps) Market Size by Country (2026-2031)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8 Asia-Pacific

8.1 Asia-Pacific Machine Learning Operations (MLOps) Market Size (2020-2031)

8.2 Asia-Pacific Machine Learning Operations (MLOps) Market Growth Rate by Region: 2020 VS 2024 VS 2031

8.3 Asia-Pacific Machine Learning Operations (MLOps) Market Size by Region (2020-2025)

8.4 Asia-Pacific Machine Learning Operations (MLOps) Market Size by Region (2026-2031)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9 Latin America

9.1 Latin America Machine Learning Operations (MLOps) Market Size (2020-2031)

9.2 Latin America Machine Learning Operations (MLOps) Market Growth Rate by Country: 2020 VS 2024 VS 2031

9.3 Latin America Machine Learning Operations (MLOps) Market Size by Country (2020-2025)

9.4 Latin America Machine Learning Operations (MLOps) Market Size by Country (2026-2031)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Machine Learning Operations (MLOps) Market Size (2020-2031)

10.2 Middle East & Africa Machine Learning Operations (MLOps) Market Growth Rate by Country: 2020 VS 2024 VS 2031

10.3 Middle East & Africa Machine Learning Operations (MLOps) Market Size by Country (2020-2025)

10.4 Middle East & Africa Machine Learning Operations (MLOps) Market Size by Country (2026-2031)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 IBM

11.1.1 IBM Company Details

11.1.2 IBM Business Overview

11.1.3 IBM Machine Learning Operations (MLOps) Introduction

11.1.4 IBM Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.1.5 IBM Recent Development

11.2 DataRobot

11.2.1 DataRobot Company Details

11.2.2 DataRobot Business Overview

11.2.3 DataRobot Machine Learning Operations (MLOps) Introduction

11.2.4 DataRobot Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.2.5 DataRobot Recent Development

11.3 SAS

11.3.1 SAS Company Details

11.3.2 SAS Business Overview

11.3.3 SAS Machine Learning Operations (MLOps) Introduction

11.3.4 SAS Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.3.5 SAS Recent Development

11.4 Microsoft

11.4.1 Microsoft Company Details

11.4.2 Microsoft Business Overview

11.4.3 Microsoft Machine Learning Operations (MLOps) Introduction

11.4.4 Microsoft Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.4.5 Microsoft Recent Development

11.5 Amazon

11.5.1 Amazon Company Details

11.5.2 Amazon Business Overview

11.5.3 Amazon Machine Learning Operations (MLOps) Introduction

11.5.4 Amazon Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.5.5 Amazon Recent Development

11.6 Google

11.6.1 Google Company Details

11.6.2 Google Business Overview

11.6.3 Google Machine Learning Operations (MLOps) Introduction

11.6.4 Google Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.6.5 Google Recent Development

11.7 Dataiku

11.7.1 Dataiku Company Details

11.7.2 Dataiku Business Overview

11.7.3 Dataiku Machine Learning Operations (MLOps) Introduction

11.7.4 Dataiku Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.7.5 Dataiku Recent Development

11.8 Databricks

11.8.1 Databricks Company Details

11.8.2 Databricks Business Overview

11.8.3 Databricks Machine Learning Operations (MLOps) Introduction

11.8.4 Databricks Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.8.5 Databricks Recent Development

11.9 HPE

11.9.1 HPE Company Details

11.9.2 HPE Business Overview

11.9.3 HPE Machine Learning Operations (MLOps) Introduction

11.9.4 HPE Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.9.5 HPE Recent Development

11.10 Lguazio

11.10.1 Lguazio Company Details

11.10.2 Lguazio Business Overview

11.10.3 Lguazio Machine Learning Operations (MLOps) Introduction

11.10.4 Lguazio Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.10.5 Lguazio Recent Development

11.11 ClearML

11.11.1 ClearML Company Details

11.11.2 ClearML Business Overview

11.11.3 ClearML Machine Learning Operations (MLOps) Introduction

11.11.4 ClearML Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.11.5 ClearML Recent Development

11.12 Modzy

11.12.1 Modzy Company Details

11.12.2 Modzy Business Overview

11.12.3 Modzy Machine Learning Operations (MLOps) Introduction

11.12.4 Modzy Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.12.5 Modzy Recent Development

11.13 Comet

11.13.1 Comet Company Details

11.13.2 Comet Business Overview

11.13.3 Comet Machine Learning Operations (MLOps) Introduction

11.13.4 Comet Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.13.5 Comet Recent Development

11.14 Cloudera

11.14.1 Cloudera Company Details

11.14.2 Cloudera Business Overview

11.14.3 Cloudera Machine Learning Operations (MLOps) Introduction

11.14.4 Cloudera Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.14.5 Cloudera Recent Development

11.15 Paperpace

11.15.1 Paperpace Company Details

11.15.2 Paperpace Business Overview

11.15.3 Paperpace Machine Learning Operations (MLOps) Introduction

11.15.4 Paperpace Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.15.5 Paperpace Recent Development

11.16 Valohai

11.16.1 Valohai Company Details

11.16.2 Valohai Business Overview

11.16.3 Valohai Machine Learning Operations (MLOps) Introduction

11.16.4 Valohai Revenue in Machine Learning Operations (MLOps) Business (2020-2025)

11.16.5 Valohai 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

FEATURED COMPANIES

List of Tables

Table 1. Global Machine Learning Operations (MLOps) Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031

Table 2. Key Players of On-premise

Table 3. Key Players of Cloud

Table 4. Key Players of Others

Table 5. Global Machine Learning Operations (MLOps) Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031

Table 6. Global Machine Learning Operations (MLOps) Market Size by Region (US$ Million): 2020 VS 2024 VS 2031

Table 7. Global Machine Learning Operations (MLOps) Market Size by Region (2020-2025) & (US$ Million)

Table 8. Global Machine Learning Operations (MLOps) Market Share by Region (2020-2025)

Table 9. Global Machine Learning Operations (MLOps) Forecasted Market Size by Region (2026-2031) & (US$ Million)

Table 10. Global Machine Learning Operations (MLOps) Market Share by Region (2026-2031)

Table 11. Machine Learning Operations (MLOps) Market Trends

Table 12. Machine Learning Operations (MLOps) Market Drivers

Table 13. Machine Learning Operations (MLOps) Market Challenges

Table 14. Machine Learning Operations (MLOps) Market Restraints

Table 15. Global Machine Learning Operations (MLOps) Revenue by Players (2020-2025) & (US$ Million)

Table 16. Global Machine Learning Operations (MLOps) Market Share by Players (2020-2025)

Table 17. Global Top Machine Learning Operations (MLOps) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Operations (MLOps) as of 2024)

Table 18. Ranking of Global Top Machine Learning Operations (MLOps) Companies by Revenue (US$ Million) in 2024

Table 19. Global 5 Largest Players Market Share by Machine Learning Operations (MLOps) Revenue (CR5 and HHI) & (2020-2025)

Table 20. Global Key Players of Machine Learning Operations (MLOps), Headquarters and Area Served

Table 21. Global Key Players of Machine Learning Operations (MLOps), Product and Application

Table 22. Global Key Players of Machine Learning Operations (MLOps), Date of Enter into This Industry

Table 23. Mergers & Acquisitions, Expansion Plans

Table 24. Global Machine Learning Operations (MLOps) Market Size by Type (2020-2025) & (US$ Million)

Table 25. Global Machine Learning Operations (MLOps) Revenue Market Share by Type (2020-2025)

Table 26. Global Machine Learning Operations (MLOps) Forecasted Market Size by Type (2026-2031) & (US$ Million)

Table 27. Global Machine Learning Operations (MLOps) Revenue Market Share by Type (2026-2031)

Table 28. Global Machine Learning Operations (MLOps) Market Size by Application (2020-2025) & (US$ Million)

Table 29. Global Machine Learning Operations (MLOps) Revenue Market Share by Application (2020-2025)

Table 30. Global Machine Learning Operations (MLOps) Forecasted Market Size by Application (2026-2031) & (US$ Million)

Table 31. Global Machine Learning Operations (MLOps) Revenue Market Share by Application (2026-2031)

Table 32. North America Machine Learning Operations (MLOps) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 33. North America Machine Learning Operations (MLOps) Market Size by Country (2020-2025) & (US$ Million)

Table 34. North America Machine Learning Operations (MLOps) Market Size by Country (2026-2031) & (US$ Million)

Table 35. Europe Machine Learning Operations (MLOps) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 36. Europe Machine Learning Operations (MLOps) Market Size by Country (2020-2025) & (US$ Million)

Table 37. Europe Machine Learning Operations (MLOps) Market Size by Country (2026-2031) & (US$ Million)

Table 38. Asia-Pacific Machine Learning Operations (MLOps) Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031

Table 39. Asia-Pacific Machine Learning Operations (MLOps) Market Size by Region (2020-2025) & (US$ Million)

Table 40. Asia-Pacific Machine Learning Operations (MLOps) Market Size by Region (2026-2031) & (US$ Million)

Table 41. Latin America Machine Learning Operations (MLOps) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 42. Latin America Machine Learning Operations (MLOps) Market Size by Country (2020-2025) & (US$ Million)

Table 43. Latin America Machine Learning Operations (MLOps) Market Size by Country (2026-2031) & (US$ Million)

Table 44. Middle East & Africa Machine Learning Operations (MLOps) Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 45. Middle East & Africa Machine Learning Operations (MLOps) Market Size by Country (2020-2025) & (US$ Million)

Table 46. Middle East & Africa Machine Learning Operations (MLOps) Market Size by Country (2026-2031) & (US$ Million)

Table 47. IBM Company Details

Table 48. IBM Business Overview

Table 49. IBM Machine Learning Operations (MLOps) Product

Table 50. IBM Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 51. IBM Recent Development

Table 52. DataRobot Company Details

Table 53. DataRobot Business Overview

Table 54. DataRobot Machine Learning Operations (MLOps) Product

Table 55. DataRobot Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 56. DataRobot Recent Development

Table 57. SAS Company Details

Table 58. SAS Business Overview

Table 59. SAS Machine Learning Operations (MLOps) Product

Table 60. SAS Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 61. SAS Recent Development

Table 62. Microsoft Company Details

Table 63. Microsoft Business Overview

Table 64. Microsoft Machine Learning Operations (MLOps) Product

Table 65. Microsoft Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 66. Microsoft Recent Development

Table 67. Amazon Company Details

Table 68. Amazon Business Overview

Table 69. Amazon Machine Learning Operations (MLOps) Product

Table 70. Amazon Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 71. Amazon Recent Development

Table 72. Google Company Details

Table 73. Google Business Overview

Table 74. Google Machine Learning Operations (MLOps) Product

Table 75. Google Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 76. Google Recent Development

Table 77. Dataiku Company Details

Table 78. Dataiku Business Overview

Table 79. Dataiku Machine Learning Operations (MLOps) Product

Table 80. Dataiku Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 81. Dataiku Recent Development

Table 82. Databricks Company Details

Table 83. Databricks Business Overview

Table 84. Databricks Machine Learning Operations (MLOps) Product

Table 85. Databricks Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 86. Databricks Recent Development

Table 87. HPE Company Details

Table 88. HPE Business Overview

Table 89. HPE Machine Learning Operations (MLOps) Product

Table 90. HPE Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 91. HPE Recent Development

Table 92. Lguazio Company Details

Table 93. Lguazio Business Overview

Table 94. Lguazio Machine Learning Operations (MLOps) Product

Table 95. Lguazio Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 96. Lguazio Recent Development

Table 97. ClearML Company Details

Table 98. ClearML Business Overview

Table 99. ClearML Machine Learning Operations (MLOps) Product

Table 100. ClearML Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 101. ClearML Recent Development

Table 102. Modzy Company Details

Table 103. Modzy Business Overview

Table 104. Modzy Machine Learning Operations (MLOps) Product

Table 105. Modzy Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 106. Modzy Recent Development

Table 107. Comet Company Details

Table 108. Comet Business Overview

Table 109. Comet Machine Learning Operations (MLOps) Product

Table 110. Comet Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 111. Comet Recent Development

Table 112. Cloudera Company Details

Table 113. Cloudera Business Overview

Table 114. Cloudera Machine Learning Operations (MLOps) Product

Table 115. Cloudera Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 116. Cloudera Recent Development

Table 117. Paperpace Company Details

Table 118. Paperpace Business Overview

Table 119. Paperpace Machine Learning Operations (MLOps) Product

Table 120. Paperpace Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 121. Paperpace Recent Development

Table 122. Valohai Company Details

Table 123. Valohai Business Overview

Table 124. Valohai Machine Learning Operations (MLOps) Product

Table 125. Valohai Revenue in Machine Learning Operations (MLOps) Business (2020-2025) & (US$ Million)

Table 126. Valohai Recent Development

Table 127. Research Programs/Design for This Report

Table 128. Key Data Information from Secondary Sources

Table 129. Key Data Information from Primary Sources

Table 130. Authors List of This Report

List of Figures

Figure 1. Machine Learning Operations (MLOps) Picture

Figure 2. Global Machine Learning Operations (MLOps) Market Size Comparison by Type (2020-2031) & (US$ Million)

Figure 3. Global Machine Learning Operations (MLOps) Market Share by Type: 2024 VS 2031

Figure 4. On-premise Features

Figure 5. Cloud Features

Figure 6. Others Features

Figure 7. Global Machine Learning Operations (MLOps) Market Size by Application (2020-2031) & (US$ Million)

Figure 8. Global Machine Learning Operations (MLOps) Market Share by Application: 2024 VS 2031

Figure 9. BFSI Case Studies

Figure 10. Healthcare Case Studies

Figure 11. Retail Case Studies

Figure 12. Manufacturing Case Studies

Figure 13. Public Sector Case Studies

Figure 14. Others Case Studies

Figure 15. Machine Learning Operations (MLOps) Report Years Considered

Figure 16. Global Machine Learning Operations (MLOps) Market Size (US$ Million), Year-over-Year: 2020-2031

Figure 17. Global Machine Learning Operations (MLOps) Market Size, (US$ Million), 2020 VS 2024 VS 2031

Figure 18. Global Machine Learning Operations (MLOps) Market Share by Region: 2024 VS 2031

Figure 19. Global Machine Learning Operations (MLOps) Market Share by Players in 2024

Figure 20. Global Top Machine Learning Operations (MLOps) Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Machine Learning Operations (MLOps) as of 2024)

Figure 21. The Top 10 and 5 Players Market Share by Machine Learning Operations (MLOps) Revenue in 2024

Figure 22. North America Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 23. North America Machine Learning Operations (MLOps) Market Share by Country (2020-2031)

Figure 24. United States Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 25. Canada Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 26. Europe Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 27. Europe Machine Learning Operations (MLOps) Market Share by Country (2020-2031)

Figure 28. Germany Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 29. France Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 30. U.K. Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 31. Italy Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 32. Russia Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 33. Nordic Countries Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 34. Asia-Pacific Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 35. Asia-Pacific Machine Learning Operations (MLOps) Market Share by Region (2020-2031)

Figure 36. China Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 37. Japan Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 38. South Korea Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 39. Southeast Asia Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 40. India Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 41. Australia Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 42. Latin America Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 43. Latin America Machine Learning Operations (MLOps) Market Share by Country (2020-2031)

Figure 44. Mexico Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 45. Brazil Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 46. Middle East & Africa Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 47. Middle East & Africa Machine Learning Operations (MLOps) Market Share by Country (2020-2031)

Figure 48. Turkey Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 49. Saudi Arabia Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 50. UAE Machine Learning Operations (MLOps) Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 51. IBM Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 52. DataRobot Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 53. SAS Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 54. Microsoft Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 55. Amazon Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 56. Google Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 57. Dataiku Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 58. Databricks Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 59. HPE Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 60. Lguazio Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 61. ClearML Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 62. Modzy Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 63. Comet Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 64. Cloudera Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 65. Paperpace Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 66. Valohai Revenue Growth Rate in Machine Learning Operations (MLOps) Business (2020-2025)

Figure 67. Bottom-up and Top-down Approaches for This Report

Figure 68. Data Triangulation

Figure 69. Key Executives Interviewed

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