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Global Agent-based Modeling (ABM) Software Market Outlook, In‑Depth Analysis & Forecast to 2031
Published Date: November 2025
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Report Code: QYRE-Auto-25V16981
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Global Agent based Modeling ABM Software Market Research Report 2024
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Global Agent-based Modeling (ABM) Software Market Outlook, In‑Depth Analysis & Forecast to 2031

Code: QYRE-Auto-25V16981
Report
November 2025
Pages:119
QYResearch
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DESCRIPTION
TABLE OF CONTENT
TABLES & FIGURES

Agent-based Modeling (ABM) Software Market

The global Agent-based Modeling (ABM) Software market is projected to grow from US$ million in 2024 to US$ million by 2031, at a CAGR of %(2025-2031), driven by critical product segments and diverse end‑use applications.
Agent-based modeling (ABM) software is designed to create, simulate, and analyze complex systems composed of autonomous agents interacting within an environment. These agents can represent individuals, entities, or components within a system, and their behaviors and interactions are governed by a set of rules and parameters.
From a downstream perspective, Healthcare accounted for % of 2024 revenue, surging to US$ million by 2031 (CAGR: % from 2025–2031).
Agent-based Modeling (ABM) Software leading manufacturers including AnyLogic, SIMUL8, FlexSim, Simcad Pro, Insight Maker, AgentPy, Simudyne, Agents.jl, etc., dominate supply; the top five capture approximately % of global revenue, with AnyLogic leading 2024 sales at US$ million.
Regional Outlook:
North America rose from US$ million in 2024 to a forecast US$ million by 2031 (CAGR %).
Asia‑Pacific will expand from US$ million to US$ million (CAGR  %), led by China (US$ million in 2024, % share rising to % by 2031), Japan (CAGR %), South Korea (CAGR %), and Southeast Asia (CAGR %).
Europe is set to grow from US$ million to US$ million (CAGR %), with Germany projected to hit US$ million by 2031 (CAGR %).

Report Includes:

This definitive report equips CEOs, marketing directors, and investors with a 360° view of the global Agent-based Modeling (ABM) Software market across value chain. It analyzes historical revenue data (2020–2024) and delivers forecasts through 2031, illuminating demand trends and growth drivers.
By segmenting the market by Type and by Application, the study quantifies market size, growth rates, niche opportunities, and substitution risks, and analyzes downstream customers distribution pattern.
Granular regional insights cover five major markets—North America, Europe, APAC, South America, and MEA—with in‑depth analysis of 20+ countries, detailing dominant products, competitive landscape, and downstream demand trends.
Critical competitive intelligence profiles players—revenue, margins, pricing strategies, and major customers—and dissects the top-player positioning across product lines, applications, and regions to reveal strategic strengths.
A concise Industry‑chain overview maps upstream, middlestream, and downstream distribution dynamics to identify strategic gaps and unmet demand.
Market Segmentation

Scope of Agent-based Modeling (ABM) Software Market Report

Report Metric Details
Report Name Agent-based Modeling (ABM) Software Market
Segment by Type
  • Cloud Based
  • On-Premise
  • Hybrid
Segment by Application
  • Healthcare
  • Transportation and Logistics
  • Environmental Science
  • Social Sciences
  • Defense and Security
  • Education and Training
  • Others
Sales 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 AnyLogic, SIMUL8, FlexSim, Simcad Pro, Insight Maker, AgentPy, Simudyne, Agents.jl
Forecast units USD million in value
Report coverage Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

  • Chapter 1: Defines the Agent-based Modeling (ABM) Software study scope, segments the market by Type and by Application, etc, highlights segment size and growth potential.
  • Chapter 2: Offers current market state, projects global revenue and sales to 2031, pinpointing high consumption regions and emerging market catalysts
  • Chapter 3: Dissects the player landscape—ranks by revenue and profitability, details Player performance by product type and evaluates concentration alongside M&A moves.
  • Chapter 4: Unlocks high margin product segments—compares revenue, ASP, and technology differentiators, highlighting growth niches and substitution risks
  • Chapter 5: Targets downstream market opportunities—evaluates market size by Application, identifies emerging use cases, and profiles leading customers by region and by Application.
  • Chapter 6: North America—breaks down market size by Type, by Application and country, profiles key players and assesses growth drivers and barriers.
  • Chapter 7: Europe—analyses regional market by Type, by Application and players, flagging drivers and barriers.
  • Chapter 8: Asia Pacific—quantifies market size by Type, by Application, and region/country, profiles top players, and uncovers high potential expansion areas.
  • Chapter 9: Central & South America—measures market size by Type, by Application, and country, profiles top players, and identifies investment opportunities and challenges.
  • Chapter 10: Middle East and Africa—evaluates market size by Type, by Application, and country, profiles key players, and outlines investment prospects and market hurdles
  • Chapter 11: Profiles players in depth—details product specs, revenue, margins; Top-tier players 2024 sales breakdowns by Product type, by Application, by region SWOT analysis, and recent strategic developments.
  • Chapter 12: Industry chain—analyses upstream, cost drivers, plus downstream channels.
  • Chapter 13: Market dynamics—explores drivers, restraints, regulatory impacts, and risk mitigation strategies.
  • Chapter 14: Actionable conclusions and strategic recommendations.
  • Why This Report:
  • Beyond standard market data, this analysis provides a clear profitability roadmap—empowering you to:
  • Allocate capital strategically to high growth regions (Chapters 6–10) and margin rich segments (Chapter 5).
  • Negotiate from strength with suppliers (Chapter 12) and customers (Chapter 5) using cost and demand intelligence.
  • Outmaneuver competitors with granular insights into their operations, margins, and strategies (Chapters 3 and 11).
  • Capitalize on the projected billion‑dollar opportunity with data‑driven regional and segment tactics (Chapter 12-14).
  • Leverage this 360° intelligence to turn market complexity into actionable competitive advantage.

FAQ for this report

Who are the main players in the Agent-based Modeling (ABM) Software Market report?

Ans: The main players in the Agent-based Modeling (ABM) Software Market are AnyLogic, SIMUL8, FlexSim, Simcad Pro, Insight Maker, AgentPy, Simudyne, Agents.jl

What are the Application segmentation covered in the Agent-based Modeling (ABM) Software Market report?

Ans: The Applications covered in the Agent-based Modeling (ABM) Software Market report are Healthcare, Transportation and Logistics, Environmental Science, Social Sciences, Defense and Security, Education and Training, Others

What are the Type segmentation covered in the Agent-based Modeling (ABM) Software Market report?

Ans: The Types covered in the Agent-based Modeling (ABM) Software Market report are Cloud Based, On-Premise, Hybrid

1 Study Coverage
1.1 Introduction to Agent-based Modeling (ABM) Software: Definition, Properties, and Key Attributes
1.2 Market Segmentation by Type
1.2.1 Global Agent-based Modeling (ABM) Software Market Size by Type, 2020 VS 2024 VS 2031
1.2.2 Cloud Based
1.2.3 On-Premise
1.2.4 Hybrid
1.3 Market Segmentation by Application
1.3.1 Global Agent-based Modeling (ABM) Software Market Size by Application, 2020 VS 2024 VS 2031
1.3.2 Healthcare
1.3.3 Transportation and Logistics
1.3.4 Environmental Science
1.3.5 Social Sciences
1.3.6 Defense and Security
1.3.7 Education and Training
1.3.8 Others
1.4 Assumptions and Limitations
1.5 Study Objectives
1.6 Years Considered
2 Executive Summary
2.1 Global Agent-based Modeling (ABM) Software Revenue Estimates and Forecasts 2020-2031
2.2 Global Agent-based Modeling (ABM) Software Revenue by Region
2.2.1 Revenue Comparison: 2020 VS 2024 VS 2031
2.2.2 Historical and Forecasted Revenue by Region (2020-2031)
2.2.3 Global Revenue Market Share by Region (2020-2031)
2.2.4 Emerging Market Focus: Growth Drivers & Investment Trends
3 Competition by Players
3.1 Global Agent-based Modeling (ABM) Software Player Revenue Rankings and Profitability
3.1.1 Global Revenue (Value) by Players (2020-2025)
3.1.2 Global Key Player Revenue Ranking (2023 vs. 2024)
3.1.3 Revenue-Based Tier Segmentation (Tier 1, Tier 2, and Tier 3)
3.1.4 Gross Margin by Top Player (2020 VS 2024)
3.2 Global Agent-based Modeling (ABM) Software Companies Headquarters and Service Footprint
3.3 Main Product Type Market Size by Players
3.3.1 Cloud Based Market Size by Players
3.3.2 On-Premise Market Size by Players
3.3.3 Hybrid Market Size by Players
3.4 Global Agent-based Modeling (ABM) Software Market Concentration and Dynamics
3.4.1 Global Market Concentration (CR5 and HHI)
3.4.2 Entrant/Exit Impact Analysis
3.4.3 Strategic Moves: M&A, Expansion, R&D Investment
4 Global Product Segmentation Analysis
4.1 Global Agent-based Modeling (ABM) Software Revenue Trends by Type
4.1.1 Global Historical and Forecasted Revenue by Type (2020-2031)
4.1.2 Global Revenue Market Share by Type (2020-2031)
4.2 Key Product Attributes and Differentiation
4.3 Subtype Dynamics: Growth Leaders, Profitability and Risk
4.3.1 High-Growth Niches and Adoption Drivers
4.3.2 Profitability Hotspots and Cost Drivers
4.3.3 Substitution Threats
5 Global Downstream Application Analysis
5.1 Global Agent-based Modeling (ABM) Software Revenue by Application
5.1.1 Global Historical and Forecasted Revenue by Application (2020-2031)
5.1.2 Revenue Market Share by Application (2020-2031)
5.1.3 High-Growth Application Identification
5.1.4 Emerging Application Case Studies
5.2 Downstream Customer Analysis
5.2.1 Top Customers by Region
5.2.2 Top Customers by Application
6 North America
6.1 North America Market Size (2020-2031)
6.2 North America Key Players Revenue in 2024
6.3 North America Agent-based Modeling (ABM) Software Market Size by Type (2020-2031)
6.4 North America Agent-based Modeling (ABM) Software Market Size by Application (2020-2031)
6.5 North America Growth Accelerators and Market Barriers
6.6 North America Agent-based Modeling (ABM) Software Market Size by Country
6.6.1 North America Revenue Trends by Country
6.6.2 US
6.6.3 Canada
6.6.4 Mexico
7 Europe
7.1 Europe Market Size (2020-2031)
7.2 Europe Key Players Revenue in 2024
7.3 Europe Agent-based Modeling (ABM) Software Market Size by Type (2020-2031)
7.4 Europe Agent-based Modeling (ABM) Software Market Size by Application (2020-2031)
7.5 Europe Growth Accelerators and Market Barriers
7.6 Europe Agent-based Modeling (ABM) Software Market Size by Country
7.6.1 Europe Revenue Trends by Country
7.6.2 Germany
7.6.3 France
7.6.4 U.K.
7.6.5 Italy
7.6.6 Russia
8 Asia-Pacific
8.1 Asia-Pacific Market Size (2020-2031)
8.2 Asia-Pacific Key Players Revenue in 2024
8.3 Asia-Pacific Agent-based Modeling (ABM) Software Market Size by Type (2020-2031)
8.4 Asia-Pacific Agent-based Modeling (ABM) Software Market Size by Application (2020-2031)
8.5 Asia-Pacific Growth Accelerators and Market Barriers
8.6 Asia-Pacific Agent-based Modeling (ABM) Software Market Size by Region
8.6.1 Asia-Pacific Revenue Trends by Region
8.7 China
8.8 Japan
8.9 South Korea
8.10 Australia
8.11 India
8.12 Southeast Asia
8.12.1 Indonesia
8.12.2 Vietnam
8.12.3 Malaysia
8.12.4 Philippines
8.12.5 Singapore
9 Central and South America
9.1 Central and South America Market Size (2020-2031)
9.2 Central and South America Key Players Revenue in 2024
9.3 Central and South America Agent-based Modeling (ABM) Software Market Size by Type (2020-2031)
9.4 Central and South America Agent-based Modeling (ABM) Software Market Size by Application (2020-2031)
9.5 Central and South America Investment Opportunities and Key Challenges
9.6 Central and South America Agent-based Modeling (ABM) Software Market Size by Country
9.6.1 Central and South America Revenue Trends by Country (2020 VS 2024 VS 2031)
9.6.2 Brazil
9.6.3 Argentina
10 Middle East and Africa
10.1 Middle East and Africa Market Size (2020-2031)
10.2 Middle East and Africa Key Players Revenue in 2024
10.3 Middle East and Africa Agent-based Modeling (ABM) Software Market Size by Type (2020-2031)
10.4 Middle East and Africa Agent-based Modeling (ABM) Software Market Size by Application (2020-2031)
10.5 Middle East and Africa Investment Opportunities and Key Challenges
10.6 Middle East and Africa Agent-based Modeling (ABM) Software Market Size by Country
10.6.1 Middle East and Africa Revenue Trends by Country (2020 VS 2024 VS 2031)
10.6.2 GCC Countries
10.6.3 Israel
10.6.4 Egypt
10.6.5 South Africa
11 Corporate Profile
11.1 AnyLogic
11.1.1 AnyLogic Corporation Information
11.1.2 AnyLogic Business Overview
11.1.3 AnyLogic Agent-based Modeling (ABM) Software Product Features and Attributes
11.1.4 AnyLogic Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.1.5 AnyLogic Agent-based Modeling (ABM) Software Revenue by Product in 2024
11.1.6 AnyLogic Agent-based Modeling (ABM) Software Revenue by Application in 2024
11.1.7 AnyLogic Agent-based Modeling (ABM) Software Revenue by Geographic Area in 2024
11.1.8 AnyLogic Agent-based Modeling (ABM) Software SWOT Analysis
11.1.9 AnyLogic Recent Developments
11.2 SIMUL8
11.2.1 SIMUL8 Corporation Information
11.2.2 SIMUL8 Business Overview
11.2.3 SIMUL8 Agent-based Modeling (ABM) Software Product Features and Attributes
11.2.4 SIMUL8 Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.2.5 SIMUL8 Agent-based Modeling (ABM) Software Revenue by Product in 2024
11.2.6 SIMUL8 Agent-based Modeling (ABM) Software Revenue by Application in 2024
11.2.7 SIMUL8 Agent-based Modeling (ABM) Software Revenue by Geographic Area in 2024
11.2.8 SIMUL8 Agent-based Modeling (ABM) Software SWOT Analysis
11.2.9 SIMUL8 Recent Developments
11.3 FlexSim
11.3.1 FlexSim Corporation Information
11.3.2 FlexSim Business Overview
11.3.3 FlexSim Agent-based Modeling (ABM) Software Product Features and Attributes
11.3.4 FlexSim Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.3.5 FlexSim Agent-based Modeling (ABM) Software Revenue by Product in 2024
11.3.6 FlexSim Agent-based Modeling (ABM) Software Revenue by Application in 2024
11.3.7 FlexSim Agent-based Modeling (ABM) Software Revenue by Geographic Area in 2024
11.3.8 FlexSim Agent-based Modeling (ABM) Software SWOT Analysis
11.3.9 FlexSim Recent Developments
11.4 Simcad Pro
11.4.1 Simcad Pro Corporation Information
11.4.2 Simcad Pro Business Overview
11.4.3 Simcad Pro Agent-based Modeling (ABM) Software Product Features and Attributes
11.4.4 Simcad Pro Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.4.5 Simcad Pro Agent-based Modeling (ABM) Software Revenue by Product in 2024
11.4.6 Simcad Pro Agent-based Modeling (ABM) Software Revenue by Application in 2024
11.4.7 Simcad Pro Agent-based Modeling (ABM) Software Revenue by Geographic Area in 2024
11.4.8 Simcad Pro Agent-based Modeling (ABM) Software SWOT Analysis
11.4.9 Simcad Pro Recent Developments
11.5 Insight Maker
11.5.1 Insight Maker Corporation Information
11.5.2 Insight Maker Business Overview
11.5.3 Insight Maker Agent-based Modeling (ABM) Software Product Features and Attributes
11.5.4 Insight Maker Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.5.5 Insight Maker Agent-based Modeling (ABM) Software Revenue by Product in 2024
11.5.6 Insight Maker Agent-based Modeling (ABM) Software Revenue by Application in 2024
11.5.7 Insight Maker Agent-based Modeling (ABM) Software Revenue by Geographic Area in 2024
11.5.8 Insight Maker Agent-based Modeling (ABM) Software SWOT Analysis
11.5.9 Insight Maker Recent Developments
11.6 AgentPy
11.6.1 AgentPy Corporation Information
11.6.2 AgentPy Business Overview
11.6.3 AgentPy Agent-based Modeling (ABM) Software Product Features and Attributes
11.6.4 AgentPy Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.6.5 AgentPy Recent Developments
11.7 Simudyne
11.7.1 Simudyne Corporation Information
11.7.2 Simudyne Business Overview
11.7.3 Simudyne Agent-based Modeling (ABM) Software Product Features and Attributes
11.7.4 Simudyne Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.7.5 Simudyne Recent Developments
11.8 Agents.jl
11.8.1 Agents.jl Corporation Information
11.8.2 Agents.jl Business Overview
11.8.3 Agents.jl Agent-based Modeling (ABM) Software Product Features and Attributes
11.8.4 Agents.jl Agent-based Modeling (ABM) Software Revenue and Gross Margin (2020-2025)
11.8.5 Agents.jl Recent Developments
12 Agent-based Modeling (ABM) SoftwareIndustry Chain Analysis
12.1 Agent-based Modeling (ABM) Software Industry Chain
12.2 Upstream Analysis
12.2.1 Upstream Key Suppliers
12.3 Middlestream Analysis
12.4 Downstream Sales Model and Distribution Networks
12.4.1 Sales Channels
12.4.2 Distributors
13 Agent-based Modeling (ABM) Software Market Dynamics
13.1 Industry Trends and Evolution
13.2 Market Growth Drivers and Emerging Opportunities
13.3 Market Challenges, Risks, and Restraints
14 Key Findings in the Global Agent-based Modeling (ABM) Software Study
15 Appendix
15.1 Research Methodology
15.1.1 Methodology/Research Approach
15.1.1.1 Research Programs/Design
15.1.1.2 Market Size Estimation
15.1.1.3 Market Breakdown and Data Triangulation
15.1.2 Data Source
15.1.2.1 Secondary Sources
15.1.2.2 Primary Sources
15.2 Author Details
List of Tables
 Table 1. Global Agent-based Modeling (ABM) Software Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Table 2. Global Agent-based Modeling (ABM) Software Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Table 3. Global Agent-based Modeling (ABM) Software Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 4. Global Agent-based Modeling (ABM) Software Revenue by Region (2020-2025) & (US$ Million)
 Table 5. Global Agent-based Modeling (ABM) Software Revenue by Region (2026-2031) & (US$ Million)
 Table 6. Emerging Market Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 7. Global Agent-based Modeling (ABM) Software Revenue by Players (2020-2025) & (US$ Million)
 Table 8. Global Agent-based Modeling (ABM) Software Revenue Market Share by Players (2020-2025)
 Table 9. Global Key Players’Ranking Shift (2023 vs. 2024) (Based on Revenue)
 Table 10. Global Agent-based Modeling (ABM) Software by Player Tier (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Agent-based Modeling (ABM) Software as of 2024)
 Table 11. Global Agent-based Modeling (ABM) Software Average Gross Margin (%) by Player (2020 VS 2024)
 Table 12. Global Agent-based Modeling (ABM) Software Companies Headquarters
 Table 13. Global Agent-based Modeling (ABM) Software Market Concentration Ratio (CR5 and HHI)
 Table 14. Key Market Entrant/Exit (2020-2024) – Drivers & Impact Analysis
 Table 15. Key Mergers & Acquisitions, Expansion Plans, R&D Investment
 Table 16. Global Agent-based Modeling (ABM) Software Revenue by Type (2020-2025) & (US$ Million)
 Table 17. Global Agent-based Modeling (ABM) Software Revenue by Type (2026-2031) & (US$ Million)
 Table 18. Key Product Attributes and Differentiation
 Table 19. Global Agent-based Modeling (ABM) Software Revenue by Application (2020-2025) & (US$ Million)
 Table 20. Global Agent-based Modeling (ABM) Software Revenue by Application (2026-2031) & (US$ Million)
 Table 21. Agent-based Modeling (ABM) Software High-Growth Sectors Demand CAGR (2024-2031)
 Table 22. Top Customers by Region
 Table 23. Top Customers by Application
 Table 24. North America Agent-based Modeling (ABM) Software Growth Accelerators and Market Barriers
 Table 25. North America Agent-based Modeling (ABM) Software Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 26. Europe Agent-based Modeling (ABM) Software Growth Accelerators and Market Barriers
 Table 27. Europe Agent-based Modeling (ABM) Software Revenue Grow Rate (CAGR) by Country: 2020 VS 2024 VS 2031 (US$ Million)
 Table 28. Asia-Pacific Agent-based Modeling (ABM) Software Growth Accelerators and Market Barriers
 Table 29. Asia-Pacific Agent-based Modeling (ABM) Software Revenue Grow Rate (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Table 30. Central and South America Agent-based Modeling (ABM) Software Investment Opportunities and Key Challenges
 Table 31. Central and South America Agent-based Modeling (ABM) Software Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 32. Middle East and Africa Agent-based Modeling (ABM) Software Investment Opportunities and Key Challenges
 Table 33. Middle East and Africa Agent-based Modeling (ABM) Software Revenue Grow Rate (CAGR) by Country (2020 VS 2024 VS 2031) (US$ Million)
 Table 34. AnyLogic Corporation Information
 Table 35. AnyLogic Description and Major Businesses
 Table 36. AnyLogic Product Features and Attributes
 Table 37. AnyLogic Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 38. AnyLogic Revenue Proportion by Product in 2024
 Table 39. AnyLogic Revenue Proportion by Application in 2024
 Table 40. AnyLogic Revenue Proportion by Geographic Area in 2024
 Table 41. AnyLogic Agent-based Modeling (ABM) Software SWOT Analysis
 Table 42. AnyLogic Recent Developments
 Table 43. SIMUL8 Corporation Information
 Table 44. SIMUL8 Description and Major Businesses
 Table 45. SIMUL8 Product Features and Attributes
 Table 46. SIMUL8 Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 47. SIMUL8 Revenue Proportion by Product in 2024
 Table 48. SIMUL8 Revenue Proportion by Application in 2024
 Table 49. SIMUL8 Revenue Proportion by Geographic Area in 2024
 Table 50. SIMUL8 Agent-based Modeling (ABM) Software SWOT Analysis
 Table 51. SIMUL8 Recent Developments
 Table 52. FlexSim Corporation Information
 Table 53. FlexSim Description and Major Businesses
 Table 54. FlexSim Product Features and Attributes
 Table 55. FlexSim Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 56. FlexSim Revenue Proportion by Product in 2024
 Table 57. FlexSim Revenue Proportion by Application in 2024
 Table 58. FlexSim Revenue Proportion by Geographic Area in 2024
 Table 59. FlexSim Agent-based Modeling (ABM) Software SWOT Analysis
 Table 60. FlexSim Recent Developments
 Table 61. Simcad Pro Corporation Information
 Table 62. Simcad Pro Description and Major Businesses
 Table 63. Simcad Pro Product Features and Attributes
 Table 64. Simcad Pro Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 65. Simcad Pro Revenue Proportion by Product in 2024
 Table 66. Simcad Pro Revenue Proportion by Application in 2024
 Table 67. Simcad Pro Revenue Proportion by Geographic Area in 2024
 Table 68. Simcad Pro Agent-based Modeling (ABM) Software SWOT Analysis
 Table 69. Simcad Pro Recent Developments
 Table 70. Insight Maker Corporation Information
 Table 71. Insight Maker Description and Major Businesses
 Table 72. Insight Maker Product Features and Attributes
 Table 73. Insight Maker Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 74. Insight Maker Revenue Proportion by Product in 2024
 Table 75. Insight Maker Revenue Proportion by Application in 2024
 Table 76. Insight Maker Revenue Proportion by Geographic Area in 2024
 Table 77. Insight Maker Agent-based Modeling (ABM) Software SWOT Analysis
 Table 78. Insight Maker Recent Developments
 Table 79. AgentPy Corporation Information
 Table 80. AgentPy Description and Major Businesses
 Table 81. AgentPy Product Features and Attributes
 Table 82. AgentPy Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 83. AgentPy Recent Developments
 Table 84. Simudyne Corporation Information
 Table 85. Simudyne Description and Major Businesses
 Table 86. Simudyne Product Features and Attributes
 Table 87. Simudyne Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 88. Simudyne Recent Developments
 Table 89. Agents.jl Corporation Information
 Table 90. Agents.jl Description and Major Businesses
 Table 91. Agents.jl Product Features and Attributes
 Table 92. Agents.jl Revenue (US$ Million) and Gross Margin (2020-2025)
 Table 93. Agents.jl Recent Developments
 Table 94. Raw Materials Key Suppliers
 Table 95. Distributors List
 Table 96. Market Trends and Market Evolution
 Table 97. Market Drivers and Opportunities
 Table 98. Market Challenges, Risks, and Restraints
 Table 99. Research Programs/Design for This Report
 Table 100. Key Data Information from Secondary Sources
 Table 101. Key Data Information from Primary Sources


List of Figures
 Figure 1. Agent-based Modeling (ABM) Software Product Picture
 Figure 2. Global Agent-based Modeling (ABM) Software Market Size Growth Rate by Type, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 3. Cloud Based Product Picture
 Figure 4. On-Premise Product Picture
 Figure 5. Hybrid Product Picture
 Figure 6. Global Agent-based Modeling (ABM) Software Market Size Growth Rate by Application, 2020 VS 2024 VS 2031 (US$ Million)
 Figure 7. Healthcare
 Figure 8. Transportation and Logistics
 Figure 9. Environmental Science
 Figure 10. Social Sciences
 Figure 11. Defense and Security
 Figure 12. Education and Training
 Figure 13. Others
 Figure 14. Agent-based Modeling (ABM) Software Report Years Considered
 Figure 15. Global Agent-based Modeling (ABM) Software Revenue, (US$ Million), 2020 VS 2024 VS 2031
 Figure 16. Global Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 17. Global Agent-based Modeling (ABM) Software Revenue (CAGR) by Region: 2020 VS 2024 VS 2031 (US$ Million)
 Figure 18. Global Agent-based Modeling (ABM) Software Revenue Market Share by Region (2020-2031)
 Figure 19. Global Agent-based Modeling (ABM) Software Revenue Market Share Ranking (2024)
 Figure 20. Tier Distribution by Revenue Contribution (2020 VS 2024)
 Figure 21. Cloud Based Revenue Market Share by Player in 2024
 Figure 22. On-Premise Revenue Market Share by Player in 2024
 Figure 23. Hybrid Revenue Market Share by Player in 2024
 Figure 24. Global Agent-based Modeling (ABM) Software Revenue Market Share by Type (2020-2031)
 Figure 25. Global Agent-based Modeling (ABM) Software Revenue Market Share by Application (2020-2031)
 Figure 26. North America Agent-based Modeling (ABM) Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 27. North America Top 5 Players Agent-based Modeling (ABM) Software Revenue (US$ Million) in 2024
 Figure 28. North America Agent-based Modeling (ABM) Software Revenue (US$ Million) by Type (2020 - 2031)
 Figure 29. North America Agent-based Modeling (ABM) Software Revenue (US$ Million) by Application (2020-2031)
 Figure 30. US Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 31. Canada Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 32. Mexico Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 33. Europe Agent-based Modeling (ABM) Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 34. Europe Top 5 Players Agent-based Modeling (ABM) Software Revenue (US$ Million) in 2024
 Figure 35. Europe Agent-based Modeling (ABM) Software Revenue (US$ Million) by Type (2020-2031)
 Figure 36. Europe Agent-based Modeling (ABM) Software Revenue (US$ Million) by Application (2020-2031)
 Figure 37. Germany Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 38. France Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 39. U.K. Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 40. Italy Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 41. Russia Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 42. Asia-Pacific Agent-based Modeling (ABM) Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 43. Asia-Pacific Top 8 Players Agent-based Modeling (ABM) Software Revenue (US$ Million) in 2024
 Figure 44. Asia-Pacific Agent-based Modeling (ABM) Software Revenue (US$ Million) by Type (2020-2031)
 Figure 45. Asia-Pacific Agent-based Modeling (ABM) Software Revenue (US$ Million) by Application (2020-2031)
 Figure 46. Indonesia Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 47. Japan Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 48. South Korea Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 49. Australia Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 50. India Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 51. Indonesia Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 52. Vietnam Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 53. Malaysia Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 54. Philippines Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 55. Singapore Agent-based Modeling (ABM) Software Revenue (2020-2031) & (US$ Million)
 Figure 56. Central and South America Agent-based Modeling (ABM) Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 57. Central and South America Top 5 Players Agent-based Modeling (ABM) Software Revenue (US$ Million) in 2024
 Figure 58. Central and South America Agent-based Modeling (ABM) Software Revenue (US$ Million) by Type (2020-2031)
 Figure 59. Central and South America Agent-based Modeling (ABM) Software Revenue (US$ Million) by Application (2020-2031)
 Figure 60. Brazil Agent-based Modeling (ABM) Software Revenue (2020-2025) & (US$ Million)
 Figure 61. Argentina Agent-based Modeling (ABM) Software Revenue (2020-2025) & (US$ Million)
 Figure 62. Middle East and Africa Agent-based Modeling (ABM) Software Revenue YoY (2020-2031) & (US$ Million)
 Figure 63. Middle East and Africa Top 5 Players Agent-based Modeling (ABM) Software Revenue (US$ Million) in 2024
 Figure 64. South America Agent-based Modeling (ABM) Software Revenue (US$ Million) by Type (2020-2031)
 Figure 65. Middle East and Africa Agent-based Modeling (ABM) Software Revenue (US$ Million) by Application (2020-2031)
 Figure 66. GCC Countries Agent-based Modeling (ABM) Software Revenue (2020-2025) & (US$ Million)
 Figure 67. Israel Agent-based Modeling (ABM) Software Revenue (2020-2025) & (US$ Million)
 Figure 68. Egypt Agent-based Modeling (ABM) Software Revenue (2020-2025) & (US$ Million)
 Figure 69. South Africa Agent-based Modeling (ABM) Software Revenue (2020-2025) & (US$ Million)
 Figure 70. Agent-based Modeling (ABM) Software Industry Chain Mapping
 Figure 71. Channels of Distribution (Direct Vs Distribution)
 Figure 72. Bottom-up and Top-down Approaches for This Report
 Figure 73. Data Triangulation
 Figure 74. Key Executives Interviewed
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