Global Swarm Intelligence Market Size & Outlook, 2023-2030

The swarm intelligence industry worldwide is expected to reach a projected revenue of US$ 306.1 million by 2030. A compound annual growth rate of 36.2% is expected of the worldwide swarm intelligence industry from 2024 to 2030.
Revenue, 2023 (US$M)
$35.2
Forecast, 2030 (US$M)
$306.1
CAGR, 2024 - 2030
36.2%
Report Coverage
Worldwide

Global swarm intelligence market highlights

  • The global swarm intelligence market generated a revenue of USD 35.2 million in 2023 and is expected to reach USD 306.1 million by 2030.
  • The market is expected to grow at a CAGR (2024 - 2030) of 36.2% by 2030.
  • In terms of segment, ant colony optimization accounted for a revenue of USD 15.8 million in 2023.
  • Particle Swarm Optimization is the most lucrative model segment registering the fastest growth during the forecast period.
  • In terms of region, North America was the largest revenue generating market in 2023.
  • Country-wise, Brazil is expected to register the highest CAGR from 2024 to 2030.

Global data book summary

Market revenue in 2023USD 35.2 million
Market revenue in 2030USD 306.1 million
Growth rate36.2% (CAGR from 2023 to 2030)
Largest segmentAnt colony optimization
Fastest growing segmentParticle Swarm Optimization
Historical data covered2018 - 2022
Base year for estimation2023
Forecast period covered2024 - 2030
Quantitative unitsRevenue in USD million
Market segmentationAnt Colony Optimization, Particle Swarm Optimization

Other key industry trends

  • In terms of revenue, the North America accounted for 36.3% of the global swarm intelligence market in 2023.
  • By country, the U.S. is projected to lead the global market in terms of revenue in 2030.
  • By country, Brazil is the fastest growing regional market and is projected to reach USD 5.9 million by 2030.

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Swarm Intelligence Market Companies

Name Profile # Employees HQ Website

Global swarm intelligence market outlook

The databook is designed to serve as a comprehensive guide to navigating this sector. The databook focuses on market statistics denoted in the form of revenue and y-o-y growth and CAGR across the globe and regions. A detailed competitive and opportunity analyses related to swarm intelligence market will help companies and investors design strategic landscapes.


Ant colony optimization was the largest segment with a revenue share of 44.89% in 2023. Horizon Databook has segmented the Global swarm intelligence market based on ant colony optimization, particle swarm optimization covering the revenue growth of each sub-segment from 2018 to 2030.


  • Global Swarm Intelligence Model Outlook (Revenue, USD Million, 2018-2030)
    • Ant Colony Optimization
    • Particle Swarm Optimization
    • Others
  • Global Swarm Intelligence Capability Outlook (Revenue, USD Million, 2018-2030)
    • Optimization
    • Clustering
    • Scheduling
    • Routing
  • Global Swarm Intelligence Application Outlook (Revenue, USD Million, 2018-2030)
    • Robotics
    • Drones
    • Human Swarming
  • Global Swarm Intelligence End Use Outlook (Revenue, USD Million, 2018-2030)
    • Transportation & Logistics
    • Robotics & Automation
    • Healthcare
    • Retail & E-commerce
    • Others

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Horizon Databook provides a detailed overview of global-level data and insights on the Global swarm intelligence market , including forecasts for subscribers. This global databook contains high-level insights into Global swarm intelligence market from 2018 to 2030, including revenue numbers, major trends, and company profiles.

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Global swarm intelligence market outlook size, by region, 2018-2030 (US$M)

Top 10 countries: Swarm intelligence market size, 2023 (US$M)

Global swarm intelligence market share, by model, 2023 & 2030 (%, US$M)

Swarm intelligence market: Opportunity assessment by country

Global swarm intelligence market, by region, 2023 (US$M)

Global swarm intelligence market outlook size, by region, 2018-2030 (US$M)

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