생성형 AI 코딩 어시스턴트 시장 규모, 점유율, 동향, 산업 분석 보고서 : 기능별, 전개별, 용도별, 지역별 - 시장 예측(2024-2032년)

The generative AI coding assistants market size is expected to reach USD 138.36 million by 2032, according to a new study by Polaris Market Research. The report "Generative AI Coding Assistants Market Share, Size, Trends, Industry Analysis Report: By Function, Deployment (Cloud and On-Premise), Application, and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2024-2032" gives a detailed insight into current market dynamics and provides analysis on future market growth.

The increasing demand for developer productivity has led businesses to seek innovative solutions that streamline the software development process. Generative AI coding assistants are emerging as powerful tools that enable developers to generate code more efficiently, automate repetitive tasks, and troubleshoot issues rapidly. By leveraging natural language processing and machine learning algorithms, these assistants interpret user input and transform it into functional code, significantly reducing the time developers spend on mundane coding activities. AI enhances productivity and allows developers to focus on more complex tasks that require critical thinking and creativity. By leveraging generative AI in coding practices, organizations can significantly accelerate development cycles, enhance their agility in responding to market shifts, and elevate software quality. Therefore, this integration is transforming the software development landscape, making it more adaptable to the rapidly evolving technological environment.

The integration of generative AI coding tools with major cloud platforms such as AWS, Azure, and Google Cloud has significantly boosted their adoption among developers. The integration of generative AI allows for more efficient scaling of development and deployment processes, streamlines workflows for real-time collaboration, and provides a robust environment for testing and deploying applications. Developers are increasingly leveraging these generative AI solutions, leading to improved productivity and accelerated innovation across various industries.

Generative AI Coding Assistants Market Report Highlights

By function, in 2023, the code generation & auto completion segment held the largest revenue share of the generative AI coding Assistants market due to the growing adoption of AI-driven tools that allow developers to write code faster and more efficiently by automating repetitive tasks.

Based on deployment, in 2023, the cloud segment dominated the market due to its flexibility, scalability, and ease of integration with existing development environments.

In 2023, North America held a significant share of the generative AI coding Assistants market due to the region's strong tech presence, with major technology companies and startups heavily investing in AI-driven solutions.

The generative AI coding Assistants market in Asia Pacific is experiencing significant growth due to the rapid advancements in technology and an increasing demand for efficient software development tools.

A few global key market players are IBM, Amazon Web Services (AWS), CodeComplete, CodiumAI, Github, GitLab, Google LLC, JetBrains, Replit, Sourcegraph, Tabnine, Tableau, and Databricks.

Polaris Market Research has segmented the generative AI coding Assistants market report on the basis of function, deployment, application, and region:

By Function Outlook (Revenue, USD Million, 2019-2032)

• Code Generation & Auto Completion
• Debugging and Error Detection
• Code Refactoring and Optimization
• Code Explanation
• Others

By Deployment Outlook (Revenue, USD Million, 2019-2032)

• Cloud
• On-Premises

By Application Outlook (Revenue, USD Million, 2019-2032)

• Individual Developers & Freelancers
• Small and Medium-Sized Enterprises (SMEs)
• Large Enterprises
• Educational Institutions & Students
• Others

By Regional Outlook (Revenue, USD Million, 2019-2032)

• North America
• US
• Canada
• Europe
• Germany
• UK
• France
• Italy
• Spain
• Russia
• Netherlands
• Rest of Europe
• Asia Pacific
• China
• India
• Japan
• South Korea
• Indonesia
• Malaysia
• Australia
• Rest of Asia Pacific
• Latin America
• Argentina
• Brazil
• Mexico
• Rest of Latin America
• Middle East & Africa
• UAE
• Saudi Arabia
• Israel
• South Africa
• Rest of Middle East & Africa

Table of Contents

1. Introduction

• 1.1. Report Description
  • 1.1.1. Objectives of the Study
  • 1.1.2. Market Scope
  • 1.1.3. Assumptions
• 1.2. Stakeholders

2. Executive Summary

• 2.1. Market Highlights

3. Research Methodology

• 3.1. Overview
  • 3.1.1. Data Mining
• 3.2. Data Sources
  • 3.2.1. Primary Sources
  • 3.2.2. Secondary Sources

4. Generative AI Coding Assistants Market Insights

• 4.1. Generative AI Coding Assistants Market - Application Snapshot
• 4.2. Generative AI Coding Assistants Market Dynamics
  • 4.2.1. Drivers and Opportunities
    • 4.2.1.1. Adoption of AI in Enterprise Solutions
    • 4.2.1.2. Advancements in Natural Language Processing (NLP)
  • 4.2.2. Restraints and Challenges
    • 4.2.2.1. Data privacy and security concern
• 4.3. Porter's Five Forces Analysis
  • 4.3.1. Bargaining Power of Suppliers (Moderate)
  • 4.3.2. Threats of New Entrants: (Low)
  • 4.3.3. Bargaining Power of Buyers (Moderate)
  • 4.3.4. Threat of Substitute (Moderate)
  • 4.3.5. Rivalry among existing firms (High)
• 4.4. PESTEL Analysis
• 4.5. Generative AI Coding Assistants Market Application Trends
• 4.6. Value Chain Analysis
• 4.7. COVID-19 Impact Analysis

5. Generative AI Coding Assistants Market, by Function

• 5.1. Key Findings
• 5.2. Introduction
  • 5.2.1. Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
• 5.3. Code generation & auto completion
  • 5.3.1. Generative AI Coding Assistants Market, by Code generation & auto completion, by Region, 2019-2032 (USD million)
• 5.4. Debugging and error detection
  • 5.4.1. Generative AI Coding Assistants Market, by Debugging and error detection, by Region, 2019-2032 (USD million)
• 5.5. Code refactoring and optimization
  • 5.5.1. Generative AI Coding Assistants Market, by Code refactoring and optimization, by Region, 2019-2032 (USD million)
• 5.6. Code explanation
  • 5.6.1. Generative AI Coding Assistants Market, by Code explanation, by Region, 2019-2032 (USD million)
• 5.7. Others
  • 5.7.1. Generative AI Coding Assistants Market, by Others, by Region, 2019-2032 (USD million)

6. Generative AI Coding Assistants Market, by Deployment

• 6.1. Key Findings
• 6.2. Introduction
  • 6.2.1. Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
• 6.3. Cloud
  • 6.3.1. Generative AI Coding Assistants Market, by Cloud, by Region, 2019-2032 (USD million)
• 6.4. On premises
  • 6.4.1. Generative AI Coding Assistants Market, by On premises, by Region, 2019-2032 (USD million)

7. Generative AI Coding Assistants Market, by Application

• 7.1. Key Findings
• 7.2. Introduction
  • 7.2.1. Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
• 7.3. Individual Developers & Freelancers
  • 7.3.1. Generative AI Coding Assistants Market, by Individual Developers & Freelancers, By Region, 2019-2032 (USD million)
• 7.4. Small and Medium-sized Enterprises (SMEs)
  • 7.4.1. Generative AI Coding Assistants Market, by Small and Medium-sized Enterprises (SMEs), By Region, 2019-2032 (USD million)
• 7.5. Large Enterprises
  • 7.5.1. Generative AI Coding Assistants Market, by Large Enterprises, By Region, 2019-2032 (USD million)
• 7.6. Educational Institutions & Students
  • 7.6.1. Generative AI Coding Assistants Market, by Educational Institutions & Students, By Region, 2019-2032 (USD million)
• 7.7. Others
  • 7.7.1. Generative AI Coding Assistants Market, by Others, By Region, 2019-2032 (USD million)

8. Generative AI Coding Assistants Market, by Geography

• 8.1. Key findings
• 8.2. Introduction
  • 8.2.1. Generative AI Coding Assistants Market Assessment, By Geography, 2019-2032 (USD million)
• 8.3. Generative AI Coding Assistants Market - North America
  • 8.3.1. North America: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
  • 8.3.2. North America: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
  • 8.3.3. North America: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.3.4. Generative AI Coding Assistants Market - U.S.
    • 8.3.4.1. U.S.: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.3.4.2. U.S.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.3.4.3. U.S.: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.3.5. Generative AI Coding Assistants Market - Canada
    • 8.3.5.1. Canada: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.3.5.2. Canada.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.3.5.3. Canada: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
• 8.4. Generative AI Coding Assistants Market - Europe
  • 8.4.1. Europe: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
  • 8.4.2. Europe.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
  • 8.4.3. Europe: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.4. Generative AI Coding Assistants Market - UK
    • 8.4.4.1. UK: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.4.2. UK.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.4.3. UK: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.5. Generative AI Coding Assistants Market - France
    • 8.4.5.1. France: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.5.2. France.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.5.3. France: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.6. Generative AI Coding Assistants Market - Germany
    • 8.4.6.1. Germany: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.6.2. Germany.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.6.3. Germany: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.7. Generative AI Coding Assistants Market - Italy
    • 8.4.7.1. Italy: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.7.2. Italy.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.7.3. Italy: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.8. Generative AI Coding Assistants Market - Spain
    • 8.4.8.1. Spain: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.8.2. Spain.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.8.3. Spain: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.9. Generative AI Coding Assistants Market - Netherlands
    • 8.4.9.1. Netherlands: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.9.2. Netherlands.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.9.3. Netherlands: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.10. Generative AI Coding Assistants Market - Russia
    • 8.4.10.1. Russia: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.10.2. Russia.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.10.3. Russia: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.4.11. Generative AI Coding Assistants Market - Rest of Europe
    • 8.4.11.1. Rest of Europe: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.4.11.2. Rest of Europe.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.4.11.3. Rest of Europe: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
• 8.5. Generative AI Coding Assistants Market - Asia Pacific
  • 8.5.1. Asia Pacific: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
  • 8.5.2. Asia Pacific.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
  • 8.5.3. Asia Pacific: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.4. Generative AI Coding Assistants Market - China
    • 8.5.4.1. China: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.4.2. China.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.4.3. China: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.5. Generative AI Coding Assistants Market - India
    • 8.5.5.1. India: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.5.2. India.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.5.3. India: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.6. Generative AI Coding Assistants Market - Malaysia
    • 8.5.6.1. Malaysia: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.6.2. Malaysia.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.6.3. Malaysia: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.7. Generative AI Coding Assistants Market - Japan
    • 8.5.7.1. Japan: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.7.2. Japan.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.7.3. Japan: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.8. Generative AI Coding Assistants Market - Indonesia
    • 8.5.8.1. Indonesia: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.8.2. Indonesia.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.8.3. Indonesia: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.9. Generative AI Coding Assistants Market - South Korea
    • 8.5.9.1. South Korea: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.9.2. South Korea: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.9.3. South Korea: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.10. Generative AI Coding Assistants Market - Australia
    • 8.5.10.1. Australia: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.10.2. Australia: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.10.3. Australia: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.5.11. Generative AI Coding Assistants Market - Rest of Asia Pacific
    • 8.5.11.1. Rest of Asia Pacific: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.5.11.2. Rest of Asia Pacific: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.5.11.3. Rest of Asia Pacific: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
• 8.6. Generative AI Coding Assistants Market - Middle East & Africa
  • 8.6.1. Middle East & Africa: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
  • 8.6.2. Middle East & Africa.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
  • 8.6.3. Middle East & Africa: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.6.4. Generative AI Coding Assistants Market - Saudi Arabia
    • 8.6.4.1. Saudi Arabia: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.6.4.2. Saudi Arabia.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.6.4.3. Saudi Arabia: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.6.5. Generative AI Coding Assistants Market - UAE
    • 8.6.5.1. UAE: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.6.5.2. UAE.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.6.5.3. UAE: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.6.6. Generative AI Coding Assistants Market - Israel
    • 8.6.6.1. Israel: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.6.6.2. Israel.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.6.6.3. Israel: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.6.7. Generative AI Coding Assistants Market - South Africa
    • 8.6.7.1. South Africa: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.6.7.2. South Africa.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.6.7.3. South Africa: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.6.8. Generative AI Coding Assistants Market - Rest of Middle East & Africa
    • 8.6.8.1. Rest of Middle East & Africa: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.6.8.2. Rest of Middle East & Africa: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.6.8.3. Rest of Middle East & Africa: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
• 8.7. Generative AI Coding Assistants Market - Latin America
  • 8.7.1. Latin America: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
  • 8.7.2. Latin America.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
  • 8.7.3. Latin America: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.7.4. Generative AI Coding Assistants Market - Mexico
    • 8.7.4.1. Mexico: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.7.4.2. Mexico.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.7.4.3. Mexico: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.7.5. Generative AI Coding Assistants Market - Brazil
    • 8.7.5.1. Brazil: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.7.5.2. Brazil.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.7.5.3. Brazil: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.7.6. Generative AI Coding Assistants Market - Argentina
    • 8.7.6.1. Argentina: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.7.6.2. Argentina.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.7.6.3. Argentina: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)
  • 8.7.7. Generative AI Coding Assistants Market - Rest of Latin America
    • 8.7.7.1. Rest of Latin America: Generative AI Coding Assistants Market, by Function, 2019-2032 (USD million)
    • 8.7.7.2. Rest of Latin America.: Generative AI Coding Assistants Market, by Application, 2019-2032 (USD million)
    • 8.7.7.3. Rest of Latin America: Generative AI Coding Assistants Market, by Deployment, 2019-2032 (USD million)

9. Competitive Landscape

• 9.1. Expansion and Acquisition Analysis
  • 9.1.1. Expansion
  • 9.1.2. Acquisitions
• 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

• 10.1. IBM
  • 10.1.1. Company Overview
  • 10.1.2. Financial Performance
  • 10.1.3. Function Benchmarking
  • 10.1.4. Recent Development
• 10.2. CodeComplete
  • 10.2.1. Company Overview
  • 10.2.2. Financial Performance
  • 10.2.3. Function Benchmarking
  • 10.2.4. Recent Development
• 10.3. CodiumAI
  • 10.3.1. Company Overview
  • 10.3.2. Financial Performance
  • 10.3.3. Function Benchmarking
  • 10.3.4. Recent Development
• 10.4. Github
  • 10.4.1. Company Overview
  • 10.4.2. Financial Performance
  • 10.4.3. Function Benchmarking
  • 10.4.4. Recent Development
• 10.5. Amazon Web Services (AWS)
  • 10.5.1. Company Overview
  • 10.5.2. Financial Performance
  • 10.5.3. Function Benchmarking
  • 10.5.4. Recent Development
• 10.6. Gitlab
  • 10.6.1. Company Overview
  • 10.6.2. Financial Performance
  • 10.6.3. Function Benchmarking
  • 10.6.4. Recent Development
• 10.7. Google LLC
  • 10.7.1. Company Overview
  • 10.7.2. Financial Performance
  • 10.7.3. Function Benchmarking
  • 10.7.4. Recent Development
• 10.8. JetBrains
  • 10.8.1. Company Overview
  • 10.8.2. Financial Performance
  • 10.8.3. Function Benchmarking
  • 10.8.4. Recent Development
• 10.9. Microsoft
  • 10.9.1. Company Overview
  • 10.9.2. Financial Performance
  • 10.9.3. Function Benchmarking
  • 10.9.4. Recent Development
• 10.10. Replit
  • 10.10.1. Company Overview
  • 10.10.2. Financial Performance
  • 10.10.3. Function Benchmarking
  • 10.10.4. Recent Development
• 10.11. Sourcegraph
  • 10.11.1. Company Overview
  • 10.11.2. Financial Performance
  • 10.11.3. Function Benchmarking
  • 10.11.4. Recent Development
• 10.12. Tabnine
  • 10.12.1. Company Overview
  • 10.12.2. Financial Performance
  • 10.12.3. Function Benchmarking
  • 10.12.4. Recent Development
• 10.13. Tableau
  • 10.13.1.Company Overview
  • 10.13.2. Financial Performance
  • 10.13.3. Function Benchmarking
  • 10.13.4. Recent Development
• 10.14. Databricks
  • 10.14.1.Company Overview
  • 10.14.2. Financial Performance
  • 10.14.3. Function Benchmarking
  • 10.14.4. Recent Development