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ModelOps Market Global Report 2026

Published Feb 12, 2026
Length 250 Pages
SKU # BRC20889056

Description

ModelOps Market Global Report 2026 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses modelops market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase
  • Gain a truly global perspective with the most comprehensive report available on this market covering 16 geographies.
  • Assess the impact of key macro factors such as geopolitical conflicts, trade policies and tariffs, inflation and interest rate fluctuations, and evolving regulatory landscapes.
  • Create regional and country strategies on the basis of local data and analysis.
  • Identify growth segments for investment.
  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on end user analysis.
  • Benchmark performance against key competitors based on market share, innovation, and brand strength.
  • Evaluate the total addressable market (TAM) and market attractiveness scoring to measure market potential.
  • Suitable for supporting your internal and external presentations with reliable high-quality data and analysis
  • Report will be updated with the latest data and delivered to you within 2-3 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.
Description:

Where is the largest and fastest growing market for modelops ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The modelops market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, total addressable market (TAM), market attractiveness score (MAS), competitive landscape, market shares, company scoring matrix, trends and strategies for this market. It traces the market’s historic and forecast market growth by geography.
  • The market characteristics section of the report defines and explains the market. This section also examines key products and services offered in the market, evaluates brand-level differentiation, compares product features, and highlights major innovation and product development trends.
  • The supply chain analysis section provides an overview of the entire value chain, including key raw materials, resources, and supplier analysis. It also provides a list competitor at each level of the supply chain.
  • The updated trends and strategies section analyses the shape of the market as it evolves and highlights emerging technology trends such as digital transformation, automation, sustainability initiatives, and AI-driven innovation. It suggests how companies can leverage these advancements to strengthen their market position and achieve competitive differentiation.
  • The regulatory and investment landscape section provides an overview of the key regulatory frameworks, regularity bodies, associations, and government policies influencing the market. It also examines major investment flows, incentives, and funding trends shaping industry growth and innovation.
  • The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
  • The forecasts are made after considering the major factors currently impacting the market. These include the technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.
  • The total addressable market (TAM) analysis section defines and estimates the market potential compares it with the current market size, and provides strategic insights and growth opportunities based on this evaluation.
  • The market attractiveness scoring section evaluates the market based on a quantitative scoring framework that considers growth potential, competitive dynamics, strategic fit, and risk profile. It also provides interpretive insights and strategic implications for decision-makers.
  • Market segmentations break down the market into sub markets.
  • The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth.
  • Expanded geographical coverage includes Taiwan and Southeast Asia, reflecting recent supply chain realignments and manufacturing shifts in the region. This section analyzes how these markets are becoming increasingly important hubs in the global value chain.
  • The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
  • The company scoring matrix section evaluates and ranks leading companies based on a multi-parameter framework that includes market share or revenues, product innovation, and brand recognition.
Scope

Markets Covered:1) By Model Type: Machine Learning (ML) Models; Graph-Based Models; Rule And Heuristic Models; Linguistic Models; Agent-Based Models; Bring Your Own Models; Other Model Types

2) By Offering: Platforms; Deployment Mode; Services

3) By Application: Continuous Integration And Continuous Deployment; Batch Scoring; Governance, Risk And Compliance; Parallelization And Distributed Computing; Monitoring And Alerting; Dashboard And Reporting; Model Lifecycle Management; Other Application

4) By Verticals: Banking, Financial Services And Insurance; Retail And E-Commerce; Healthcare And Life Sciences; Telecommunications; Information Technology (IT) And Information Technology Enabled Services (ITeS); Energy And Utilities; Manufacturing; Transportation And Logistics; Government And Defense; Other Verticals

Subsegments:

1) By Machine Learning (ML) Models: Supervised Learning Models; Unsupervised Learning Models; Reinforcement Learning Models; Deep Learning Models

2) By Graph-Based Models: Knowledge Graphs; Graph Neural Networks (GNNs); Social Network Analysis Models; Recommendation System Models

3) By Rule And Heuristic Models: Decision Tree Models; Expert Systems; Workflow Automation Models; Business Rule Engines

4) By Linguistic Models: Natural Language Processing (NLP) Models; Sentiment Analysis Models; Text Classification Models; Speech Recognition Models

5) By Agent-Based Models: Multi-Agent Simulation Models; Behavioral Models; Autonomous Systems Models; Game-Theoretic Models

6) By Bring Your Own Models (BYOM): Customized Proprietary Models; Pre-Trained Models from Third-Party Sources; Open-Source Models; Vendor-Specific Adaptable Models

7) By Other Model Types: Predictive Analytics Models; Probabilistic Models; Optimization Models; Hybrid Models

Companies Mentioned: Microsoft Corporation; International Business Machines Corporation IBM; Oracle Corporation; SAS Institute Inc.; Teradata Corporation; TIBCO Software Inc.; C3AI Inc.; Veritone Inc.; H2OAI Inc.; DataKitchen Inc.; ModelOp Inc.; Datatron Technologies Inc.; Verta Inc.; Superwiseai; Google LLC; Amazon Web Services AWS; DataRobot Inc.; Domino Data Lab Inc.; Cloudera Inc.; Palantir Technologies; Altair Engineering Inc.; Comet ML; Evidently AI; Seldon Technologies; Weights & Biases; Cnvrgio; Dataiku; Valohai

Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Taiwan; Russia; South Korea; UK; USA; Canada; Italy; Spain.

Regions: Asia-Pacific; South East Asia; Western Europe; Eastern Europe; North America; South America; Middle East; Africa

Time Series: Five years historic and ten years forecast.

Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,

Data Segmentations: country and regional historic and forecast data, market share of competitors, market segments.

Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.

Please Note: Report will be updated with the latest data and delivered to you within 2-3 working days of order.

Table of Contents

250 Pages
1. Executive Summary
1.1. Key Market Insights (2020-2035)
1.2. Visual Dashboard: Market Size, Growth Rate, Hotspots
1.3. Major Factors Driving the Market
1.4. Top Three Trends Shaping the Market
2. ModelOps Market Characteristics
2.1. Market Definition & Scope
2.2. Market Segmentations
2.3. Overview of Key Products and Services
2.4. Global ModelOps Market Attractiveness Scoring And Analysis
2.4.1. Overview of Market Attractiveness Framework
2.4.2. Quantitative Scoring Methodology
2.4.3. Factor-Wise Evaluation
Growth Potential Analysis, Competitive Dynamics Assessment, Strategic Fit Assessment And Risk Profile Evaluation
2.4.4. Market Attractiveness Scoring and Interpretation
2.4.5. Strategic Implications and Recommendations
3. ModelOps Market Supply Chain Analysis
3.1. Overview of the Supply Chain and Ecosystem
3.2. List Of Key Raw Materials, Resources & Suppliers
3.3. List Of Major Distributors and Channel Partners
3.4. List Of Major End Users
4. Global ModelOps Market Trends And Strategies
4.1. Key Technologies & Future Trends
4.1.1 Artificial Intelligence & Autonomous Intelligence
4.1.2 Digitalization, Cloud, Big Data & Cybersecurity
4.1.3 Industry 4.0 & Intelligent Manufacturing
4.1.4 Internet Of Things (Iot), Smart Infrastructure & Connected Ecosystems
4.1.5 Fintech, Blockchain, Regtech & Digital Finance
4.2. Major Trends
4.2.1 Automated Model Deployment
4.2.2 Continuous Model Monitoring
4.2.3 Model Governance Frameworks
4.2.4 Scalable Model Lifecycle Management
4.2.5 Cross-Platform Model Integration
5. ModelOps Market Analysis Of End Use Industries
5.1 Banking And Financial Institutions
5.2 Retail And E-Commerce Companies
5.3 Healthcare And Life Sciences Organizations
5.4 Manufacturing Enterprises
5.5 Telecommunication Companies
6. ModelOps Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, Supply Chain Impact from Tariff War & Trade Protectionism, And Covid And Recovery On The Market
7. Global ModelOps Strategic Analysis Framework, Current Market Size, Market Comparisons And Growth Rate Analysis
7.1. Global ModelOps PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
7.2. Global ModelOps Market Size, Comparisons And Growth Rate Analysis
7.3. Global ModelOps Historic Market Size and Growth, 2020 - 2025, Value ($ Billion)
7.4. Global ModelOps Forecast Market Size and Growth, 2025 - 2030, 2035F, Value ($ Billion)
8. Global ModelOps Total Addressable Market (TAM) Analysis for the Market
8.1. Definition and Scope of Total Addressable Market (TAM)
8.2. Methodology and Assumptions
8.3. Global Total Addressable Market (TAM) Estimation
8.4. TAM vs. Current Market Size Analysis
8.5. Strategic Insights and Growth Opportunities from TAM Analysis
9. ModelOps Market Segmentation
9.1. Global ModelOps Market, Segmentation By Model Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Machine Learning (ML) Models, Graph-Based Models, Rule And Heuristic Models, Linguistic Models, Agent-Based Models, Bring Your Own Models, Other Model Types
9.2. Global ModelOps Market, Segmentation By Offering, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Platforms, Deployment Mode, Services
9.3. Global ModelOps Market, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Continuous Integration And Continuous Deployment, Batch Scoring, Governance, Risk And Compliance, Parallelization And Distributed Computing, Monitoring And Alerting, Dashboard And Reporting, Model Lifecycle Management, Other Application
9.4. Global ModelOps Market, Segmentation By Verticals, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Banking, Financial Services And Insurance, Retail And E-Commerce, Healthcare And Life Sciences, Telecommunications, Information Technology (IT) And Information Technology Enabled Services (ITeS), Energy And Utilities, Manufacturing, Transportation And Logistics, Government And Defense, Other Verticals
9.5. Global ModelOps Market, Sub-Segmentation Of Machine Learning (ML) Models, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Supervised Learning Models, Unsupervised Learning Models, Reinforcement Learning Models, Deep Learning Models
9.6. Global ModelOps Market, Sub-Segmentation Of Graph-Based Models, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Knowledge Graphs, Graph Neural Networks (GNNs), Social Network Analysis Models, Recommendation System Models
9.7. Global ModelOps Market, Sub-Segmentation Of Rule And Heuristic Models, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Decision Tree Models, Expert Systems, Workflow Automation Models, Business Rule Engines
9.8. Global ModelOps Market, Sub-Segmentation Of Linguistic Models, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Natural Language Processing (NLP) Models, Sentiment Analysis Models, Text Classification Models, Speech Recognition Models
9.9. Global ModelOps Market, Sub-Segmentation Of Agent-Based Models, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Multi-Agent Simulation Models, Behavioral Models, Autonomous Systems Models, Game-Theoretic Models
9.10. Global ModelOps Market, Sub-Segmentation Of Bring Your Own Models (BYOM), By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Customized Proprietary Models, Pre-Trained Models from Third-Party Sources, Open-Source Models, Vendor-Specific Adaptable Models
9.11. Global ModelOps Market, Sub-Segmentation Of Other Model Types, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
Predictive Analytics Models, Probabilistic Models, Optimization Models, Hybrid Models
10. ModelOps Market, Industry Metrics By Country
10.1. Global ModelOps Market, Average Selling Price By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $
10.2. Global ModelOps Market, Average Spending Per Capita (Employed) By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $
11. ModelOps Market Regional And Country Analysis
11.1. Global ModelOps Market, Split By Region, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
11.2. Global ModelOps Market, Split By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
12. Asia-Pacific ModelOps Market
12.1. Asia-Pacific ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
12.2. Asia-Pacific ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
13. China ModelOps Market
13.1. China ModelOps Market Overview
Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
13.2. China ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
14. India ModelOps Market
14.1. India ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
15. Japan ModelOps Market
15.1. Japan ModelOps Market Overview
Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
15.2. Japan ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
16. Australia ModelOps Market
16.1. Australia ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
17. Indonesia ModelOps Market
17.1. Indonesia ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
18. South Korea ModelOps Market
18.1. South Korea ModelOps Market Overview
Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
18.2. South Korea ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
19. Taiwan ModelOps Market
19.1. Taiwan ModelOps Market Overview
Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
19.2. Taiwan ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
20. South East Asia ModelOps Market
20.1. South East Asia ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
20.2. South East Asia ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
21. Western Europe ModelOps Market
21.1. Western Europe ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
21.2. Western Europe ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
22. UK ModelOps Market
22.1. UK ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
23. Germany ModelOps Market
23.1. Germany ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
24. France ModelOps Market
24.1. France ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
25. Italy ModelOps Market
25.1. Italy ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
26. Spain ModelOps Market
26.1. Spain ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
27. Eastern Europe ModelOps Market
27.1. Eastern Europe ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
27.2. Eastern Europe ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
28. Russia ModelOps Market
28.1. Russia ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
29. North America ModelOps Market
29.1. North America ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
29.2. North America ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
30. USA ModelOps Market
30.1. USA ModelOps Market Overview
Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
30.2. USA ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
31. Canada ModelOps Market
31.1. Canada ModelOps Market Overview
Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
31.2. Canada ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
32. South America ModelOps Market
32.1. South America ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
32.2. South America ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
33. Brazil ModelOps Market
33.1. Brazil ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
34. Middle East ModelOps Market
34.1. Middle East ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
34.2. Middle East ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
35. Africa ModelOps Market
35.1. Africa ModelOps Market Overview
Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
35.2. Africa ModelOps Market, Segmentation By Model Type, Segmentation By Offering, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
36. ModelOps Market Regulatory and Investment Landscape
37. ModelOps Market Competitive Landscape And Company Profiles
37.1. ModelOps Market Competitive Landscape And Market Share 2024
37.1.1. Top 10 Companies (Ranked by revenue/share)
37.2. ModelOps Market - Company Scoring Matrix
37.2.1. Market Revenues
37.2.2. Product Innovation Score
37.2.3. Brand Recognition
37.3. ModelOps Market Company Profiles
37.3.1. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
37.3.2. International Business Machines Corporation (IBM) Overview, Products and Services, Strategy and Financial Analysis
37.3.3. Oracle Corporation Overview, Products and Services, Strategy and Financial Analysis
37.3.4. SAS Institute Inc. Overview, Products and Services, Strategy and Financial Analysis
37.3.5. Teradata Corporation Overview, Products and Services, Strategy and Financial Analysis
38. ModelOps Market Other Major And Innovative Companies
TIBCO Software Inc., C3.ai Inc., Veritone Inc., H2O.ai Inc., DataKitchen Inc., ModelOp Inc., Datatron Technologies Inc., Verta Inc., Superwise AI, Google LLC, Amazon Web Services (AWS), DataRobot Inc., Domino Data Lab Inc., Cloudera Inc., Palantir Technologies
39. Global ModelOps Market Competitive Benchmarking And Dashboard
40. Key Mergers And Acquisitions In The ModelOps Market
41. ModelOps Market High Potential Countries, Segments and Strategies
41.1. ModelOps Market In 2030 - Countries Offering Most New Opportunities
41.2. ModelOps Market In 2030 - Segments Offering Most New Opportunities
41.3. ModelOps Market In 2030 - Growth Strategies
41.3.1. Market Trend Based Strategies
41.3.2. Competitor Strategies
42. Appendix
42.1. Abbreviations
42.2. Currencies
42.3. Historic And Forecast Inflation Rates
42.4. Research Inquiries
42.5. The Business Research Company
42.6. Copyright And Disclaimer
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