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MLOps Market Size, Share & Industry Analysis, By Deployment (Cloud, On-premise, and Hybrid), By Enterprise Type (SMEs and Large Enterprises), By End-user (IT & Telecom, Healthcare, BFSI, Manufacturing, Retail, and Others), and Regional Forecast, 2026 – 2034

Last Updated: March 18, 2026 | Format: PDF | Report ID: FBI108986

 

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  1. Introduction
    1. Definition, By Segment
    2. Research Methodology/Approach
    3. Data Sources
  2. Executive Summary
  3. Market Dynamics
    1. Macro and Micro Economic Indicators
    2. Drivers, Restraints, Opportunities and Trends
    3. Impact of Generative AI
    4. Impact of Reciprocal Tariffs
  4. Competition Landscape
    1. Business Strategies Adopted by Key Players
    2. Consolidated SWOT Analysis of Key Players
    3. Global MLOps Key Players (Top 3 – 5) Market Share/Ranking, 2025
  5. Global MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Region (USD)
      1. North America
      2. Europe
      3. Asia Pacific
      4. Middle East & Africa
      5. South America
  6. North America MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. U.S.
        1. By End User
      2. Canada
        1. By End User
      3. Mexico
        1. By End User
  7. Europe MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. U.K.
        1. By End User
      2. Germany
        1. By End User
      3. France
        1. By End User
      4. Italy
        1. By End User
      5. Spain
        1. By End User
      6. Russia
        1. By End User
      7. Benelux
        1. By End User
      8. Nordics
        1. By End User
      9. Rest of Europe
  8. Asia Pacific MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. China
        1. By End User
      2. India
        1. By End User
      3. Japan
        1. By End User
      4. South Korea
        1. By End User
      5. ASEAN
        1. By End User
      6. Oceania
        1. By End User
      7. Rest of Asia Pacific
  9. Middle East & Africa MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. Turkey
        1. By End User
      2. Israel
        1. By End User
      3. GCC
        1. By End User
      4. North Africa
        1. By End User
      5. South Africa
        1. By End User
      6. Rest of the Middle East & Africa
  10. South America MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. Brazil
        1. By End User
      2. Argentina
        1. By End User
      3. Rest of South America
  11. Company Profiles for Top 10 Players (Based on data availability in public domain and/or on paid databases)
    1. DataRobot, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    2. Domino Data Lab, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    3. Amazon Web Services, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    4. Microsoft Corporation
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    5. IBM Corporation
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    6. Hewlett Packard Enterprise Development LP
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    7. Databricks
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    8. Google LLC
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    9. ClearML, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    10. Cloudera, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
  12. Key Takeaways
  1. Introduction
    1. Definition, By Segment
    2. Research Methodology/Approach
    3. Data Sources
  2. Executive Summary
  3. Market Dynamics
    1. Macro and Micro Economic Indicators
    2. Drivers, Restraints, Opportunities and Trends
    3. Impact of Generative AI
    4. Impact of Reciprocal Tariffs
  4. Competition Landscape
    1. Business Strategies Adopted by Key Players
    2. Consolidated SWOT Analysis of Key Players
    3. Global MLOps Key Players (Top 3 – 5) Market Share/Ranking, 2025
  5. Global MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Region (USD)
      1. North America
      2. Europe
      3. Asia Pacific
      4. Middle East & Africa
      5. South America
  6. North America MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. U.S.
        1. By End User
      2. Canada
        1. By End User
      3. Mexico
        1. By End User
  7. Europe MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. U.K.
        1. By End User
      2. Germany
        1. By End User
      3. France
        1. By End User
      4. Italy
        1. By End User
      5. Spain
        1. By End User
      6. Russia
        1. By End User
      7. Benelux
        1. By End User
      8. Nordics
        1. By End User
      9. Rest of Europe
  8. Asia Pacific MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. China
        1. By End User
      2. India
        1. By End User
      3. Japan
        1. By End User
      4. South Korea
        1. By End User
      5. ASEAN
        1. By End User
      6. Oceania
        1. By End User
      7. Rest of Asia Pacific
  9. Middle East & Africa MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. Turkey
        1. By End User
      2. Israel
        1. By End User
      3. GCC
        1. By End User
      4. North Africa
        1. By End User
      5. South Africa
        1. By End User
      6. Rest of the Middle East & Africa
  10. South America MLOps Market Size Estimates and Forecasts, By Segments, 2021-2034
    1. Key Findings
    2. By Deployment (USD)
      1. Cloud
      2. On-premise
      3. Hybrid
    3. By Enterprise Type (USD)
      1. SMEs
      2. Large Enterprises
    4. By End User (USD)
      1. IT and Telecom
      2. Healthcare
      3. BFSI
      4. Manufacturing
      5. Retail
      6. Others (Advertising, Transportation, among others)
    5. By Country (USD)
      1. Brazil
        1. By End User
      2. Argentina
        1. By End User
      3. Rest of South America
  11. Company Profiles for Top 10 Players (Based on data availability in public domain and/or on paid databases)
    1. DataRobot, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    2. Domino Data Lab, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    3. Amazon Web Services, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    4. Microsoft Corporation
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    5. IBM Corporation
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    6. Hewlett Packard Enterprise Development LP
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    7. Databricks
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    8. Google LLC
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    9. ClearML, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
    10. Cloudera, Inc.
      1. Overview
        1. Key Management
        2. Headquarters
        3. Offerings/Business Segments
      2. Key Details (Key details are consolidated data and not product/service specific)
        1. Employee Size
        2. Past and Current Revenue
        3. Geographical Share
        4. Business Segment Share
        5. Recent Developments
  12. Key Takeaways
Read Less

Figure 1: Global MLOps Market Revenue Share (%), 2025 and 2034

Figure 2: Global MLOps Market Revenue Share (%), By Deployment, 2025 and 2034

Figure 3: Global MLOps Market Revenue Share (%), By Enterprise Type, 2025 and 2034

Figure 4: Global MLOps Market Revenue Share (%), By End-user, 2025 and 2034

Figure 5: Global MLOps Market Revenue Share (%), By Region, 2025 and 2034

Figure 6: North America MLOps Market Revenue Share (%), 2025 and 2034

Figure 7: North America MLOps Market Revenue Share (%), By Deployment, 2025 and 2034

Figure 8: North America MLOps Market Revenue Share (%), By Enterprise Type, 2025 and 2034

Figure 9: North America MLOps Market Revenue Share (%), By End-user, 2025 and 2034

Figure 10: North America MLOps Market Revenue Share (%), By Country, 2025 and 2034

Figure 11: Europe MLOps Market Revenue Share (%), 2025 and 2034

Figure 12: Europe MLOps Market Revenue Share (%), By Deployment, 2025 and 2034

Figure 13: Europe MLOps Market Revenue Share (%), By Enterprise Type, 2025 and 2034

Figure 14: Europe MLOps Market Revenue Share (%), By End-user, 2025 and 2034

Figure 15: Europe MLOps Market Revenue Share (%), By Country, 2025 and 2034

Figure 16: Asia Pacific MLOps Market Revenue Share (%), 2025 and 2034

Figure 17: Asia Pacific MLOps Market Revenue Share (%), By Deployment, 2025 and 2034

Figure 18: Asia Pacific MLOps Market Revenue Share (%), By Enterprise Type, 2025 and 2034

Figure 19: Asia Pacific MLOps Market Revenue Share (%), By End-user, 2025 and 2034

Figure 20: Asia Pacific MLOps Market Revenue Share (%), By Country, 2025 and 2034

Figure 21: Middle East & Africa MLOps Market Revenue Share (%), 2025 and 2034

Figure 22: Middle East & Africa MLOps Market Revenue Share (%), By Deployment, 2025 and 2034

Figure 23: Middle East & Africa MLOps Market Revenue Share (%), By Enterprise Type, 2025 and 2034

Figure 24: Middle East & Africa MLOps Market Revenue Share (%), By End-user, 2025 and 2034

Figure 25: Middle East & Africa MLOps Market Revenue Share (%), By Country, 2025 and 2034

Figure 26: South America MLOps Market Revenue Share (%), 2025 and 2034

Figure 27: South America MLOps Market Revenue Share (%), By Deployment, 2025 and 2034

Figure 28: South America MLOps Market Revenue Share (%), By Enterprise Type, 2025 and 2034

Figure 29: South America MLOps Market Revenue Share (%), By End-user, 2025 and 2034

Figure 30: South America MLOps Market Revenue Share (%), By Country, 2025 and 2034

Figure 31: Global MLOps Key Players' Market Share/Ranking (%), 2025

Table 1: Global MLOps Market Size Estimates and Forecasts, 2021 – 2034

Table 2: Global MLOps Market Size Estimates and Forecasts, By Deployment, 2021 – 2034

Table 3: Global MLOps Market Size Estimates and Forecasts, By Enterprise Type, 2021 – 2034

Table 4: Global MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 5: Global MLOps Market Size Estimates and Forecasts, By Region, 2021 – 2034

Table 6: North America MLOps Market Size Estimates and Forecasts, 2021 – 2034

Table 7: North America MLOps Market Size Estimates and Forecasts, By Deployment, 2021 – 2034

Table 8: North America MLOps Market Size Estimates and Forecasts, By Enterprise Type, 2021 – 2034

Table 9: North America MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 10: North America MLOps Market Size Estimates and Forecasts, By Country, 2021 – 2034

Table 11: U.S. MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 12: Canada MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 13: Mexico MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 14: Europe MLOps Market Size Estimates and Forecasts, 2021 – 2034

Table 15: Europe MLOps Market Size Estimates and Forecasts, By Deployment, 2021 – 2034

Table 16: Europe MLOps Market Size Estimates and Forecasts, By Enterprise Type, 2021 – 2034

Table 17: Europe MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 18: Europe MLOps Market Size Estimates and Forecasts, By Country, 2021 – 2034

Table 19: U.K. MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 20: Germany MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 21: France MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 22: Italy MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 23: Spain MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 24: Russia MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 25: Benelux MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 26: Nordics MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 27: Asia Pacific MLOps Market Size Estimates and Forecasts, 2021 – 2034

Table 28: Asia Pacific MLOps Market Size Estimates and Forecasts, By Deployment, 2021 – 2034

Table 29: Asia Pacific MLOps Market Size Estimates and Forecasts, By Enterprise Type, 2021 – 2034

Table 30: Asia Pacific MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 31: Asia Pacific MLOps Market Size Estimates and Forecasts, By Country, 2021 – 2034

Table 32: China MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 33: Japan MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 34: India MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 35: South Korea MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 36: ASEAN MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 37: Oceania MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 38: Middle East & Africa MLOps Market Size Estimates and Forecasts, 2021 – 2034

Table 39: Middle East & Africa MLOps Market Size Estimates and Forecasts, By Deployment, 2021 – 2034

Table 40: Middle East & Africa MLOps Market Size Estimates and Forecasts, By Enterprise Type, 2021 – 2034

Table 41: Middle East & Africa MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 42: Middle East & Africa MLOps Market Size Estimates and Forecasts, By Country, 2021 – 2034

Table 43: Turkey MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 44: Israel MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 45: GCC MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 46: North Africa MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 47: South Africa MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 48: South America MLOps Market Size Estimates and Forecasts, 2021 – 2034

Table 49: South America MLOps Market Size Estimates and Forecasts, By Deployment, 2021 – 2034

Table 50: South America MLOps Market Size Estimates and Forecasts, By Enterprise Type, 2021 – 2034

Table 51: South America MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 52: South America MLOps Market Size Estimates and Forecasts, By Country, 2021 – 2034

Table 53: Brazil MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

Table 54: Argentina MLOps Market Size Estimates and Forecasts, By End-user, 2021 – 2034

MLOps Market
  • 2021-2034
  • 2025
  • 2021-2024
  • 119
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