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市場調查報告書
商品編碼
1587487

生成式人工智慧編碼助理市場規模、佔有率、趨勢分析報告：按功能、按部署、按應用、按地區、細分市場預測，2024-2030 年

Generative AI Coding Assistants Market Size, Share & Trends Analysis Report By Function (Debugging & Error Detection, Code Explanation), By Deployment (Cloud, On-premises), By Application, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10個工作天內

價格

市場規模及趨勢

到 2023 年，生成式 AI 編碼助理的全球市場規模預計為 1,860 萬美元，預計 2024 年至 2030 年複合年成長率為 25.8%。

生成式人工智慧編碼助理的成長正在顯著改變軟體開發的格局，提高各領域的效率。隨著開發人員利用人工智慧自動執行重複任務、產生程式碼片段並簡化文件流程，實施這些工具的公司看到了效率的提升。這種自動化加快了編碼週期，使開發人員能夠專注於更高價值的任務，從而縮短新功能的上市時間。

生成式人工智慧編碼助理利用複雜的人工智慧和機器學習技術來支援開發人員的程式設計工作。這些助手經過來自不同程式碼儲存庫的大量資料集的訓練，能夠理解程式語言、編碼模式和語法規則。透過從這些資料中學習，它可以提出智慧提案並產生適合開發人員特定上下文和需求的程式碼片段。當開發人員使用生成式 AI 編碼助理時，助手會評估編碼上下文，包括變數、函數和函式庫。然後，它提案適當的程式碼完成，預測下一行程式碼，並根據開發人員的輸入產生相關片段。此外，這些助手可以提案最佳化程式碼、重構程式碼和提高效能的方法。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第 3 章 生成式人工智慧編碼助理市場變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業機會
    • 工業挑戰
  • 生成式人工智慧編碼助理市場分析工具
    • 波特的分析
    • PESTEL分析

第 4 章 生成式 AI 編碼助理市場：按功能估計和趨勢分析

  • 細分儀表板
  • 生成式 AI 編碼助理市場：功能變異分析，百萬美元，2023 年和 2030 年
  • 程式碼產生和自動完成
  • 調試和錯誤檢測
  • 程式碼重構和最佳化
  • 程式碼解釋
  • 其他

第5章 生成式人工智慧編碼助理市場：按發展估算與趨勢分析

  • 細分儀表板
  • 生成式 AI 編碼助理市場：進化變異分析，百萬美元，2023 年和 2030 年
  • 雲
  • 本地

第6章 生成式人工智慧編碼助理市場：按應用估計和趨勢分析

  • 細分儀表板
  • 生成式 AI 編碼助理市場：應用變化分析，百萬美元，2023 年和 2030 年
  • 個人開發者和自由工作者
  • 小型企業
  • 主要企業
  • 教育機構和學生
  • 其他

第7章 生成式人工智慧編碼助理市場：區域、估計和趨勢分析

  • 2023 年和 2030 年按地區分類的生成式 AI 編碼助理市場佔有率，百萬美元
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭格局

  • 主要市場參與企業的最新趨勢和影響分析
  • 公司分類
  • 公司市場定位
  • 公司市場佔有率分析
  • 企業熱力圖分析
  • 策略規劃
    • 擴張
    • 併購
    • 夥伴關係與協作
    • 新增強版發布
    • 研究與開發
  • 公司簡介
    • Amazon Web Services
    • CodeComplete
    • CodiumAI
    • Github
    • GitLab
    • Google LLC
    • Lenovo
    • JetBrains
    • Replit
    • Sourcegraph
    • Tabnine
Product Code: GVR-4-68040-479-4

Market Size & Trends:

The global generative AI coding assistants market size was estimated at USD 18.6 million in 2023 and is projected to grow at a CAGR of 25.8% from 2024 to 2030. The growth of generative AI coding assistants is significantly reshaping the software development landscape, improving efficiency across various sectors. Companies implementing these tools are experiencing efficiency improvements as developers leverage AI to automate repetitive tasks, generate code snippets, and streamline documentation processes. This automation accelerates the coding cycle and allows developers to focus on higher-value tasks, leading to faster time-to-market for new functions.

Generative AI code assistants leverage sophisticated AI and machine learning techniques to support developers in their coding activities. Trained on extensive datasets from diverse code repositories, these assistants grasp programming languages, coding patterns, and syntax rules. By learning from this data, they offer intelligent suggestions and generate code snippets tailored to the developer's specific context and needs. When a developer engages with a generative AI code assistant, the assistant evaluates the coding context, including variables, functions, and libraries. It then offers suitable code completions, anticipates the next lines of code, and produces relevant snippets based on the developer's input. In addition, these assistants can suggest ways to optimize code, refactor, and enhance performance.

Global Generative AI Coding Assistants Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global generative AI coding assistants market report based on function, deployment, application and region:

  • By Function Outlook (Revenue, USD Million, 2018 - 2030)
  • Code Generation & Autocompletion
  • Debugging and Error Detection
  • Code Refactoring & Optimization
  • Code Explanation
  • Others
  • By Deployment Outlook (Revenue, USD Million, 2018 - 2030)
  • Cloud
  • On-premises
  • By Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Individual Developers & Freelancers
  • Small and Medium-sized Enterprises (SMEs)
  • Large Enterprises
  • Educational Institutions & Students
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
  • Europe
    • Germany
    • UK
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
    • Mexico
  • Middle East and Africa (MEA)
    • Kingdom of Saudi Arabia
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Generative AI Coding Assistants Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Drivers Analysis
    • 3.2.2. Market Restraints Analysis
    • 3.2.3. Industry Opportunities
    • 3.2.4. Industry Challenges
  • 3.3. Generative AI Coding Assistants Market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Generative AI Coding Assistants Market: Function Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Generative AI Coding Assistants Market: Function Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Code Generation & Autocompletion
    • 4.3.1. Code Generation & Autocompletion Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Debugging and Error Detection
    • 4.4.1. Debugging and Error Detection Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Code Refactoring & Optimization
    • 4.5.1. Code Refactoring & Optimization Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.6. Code Explanation
    • 4.6.1. Code Explanation Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.7. Others
    • 4.7.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Generative AI Coding Assistants Market: Deployment Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Generative AI Coding Assistants Market: Deployment Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Cloud
    • 5.3.1. Cloud Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. On-premises
    • 5.4.1. On-premises Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Generative AI Coding Assistants Market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Generative AI Coding Assistants Market: Application Movement Analysis, USD Million, 2023 & 2030
  • 6.3. Individual Developers & Freelancers
    • 6.3.1. Individual Developers & Freelancers Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Small and Medium-sized Enterprises (SMEs)
    • 6.4.1. Small and Medium-sized Enterprises (SMEs) Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Large Enterprises
    • 6.5.1. Large Enterprises Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Educational Institutions & Students
    • 6.6.1. Educational Institutions & Students Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Others
    • 6.7.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Generative AI Coding Assistants Market: Regional Estimates & Trend Analysis

  • 7.1. Generative AI Coding Assistants Market Share, By Region, 2023 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Generative AI Coding Assistants Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis by Key Market Participants
  • 8.2. Company Categorization
  • 8.3. Company Market Positioning
  • 8.4. Company Market Share Analysis
  • 8.5. Company Heat Map Analysis
  • 8.6. Strategy Mapping
    • 8.6.1. Expansion
    • 8.6.2. Mergers & Acquisition
    • 8.6.3. Partnerships & Collaborations
    • 8.6.4. New Enhanced Launches
    • 8.6.5. Research And Development
  • 8.7. Company Profiles
    • 8.7.1. Amazon Web Services
      • 8.7.1.1. Participant's Overview
      • 8.7.1.2. Financial Performance
      • 8.7.1.3. Enhanced Benchmarking
      • 8.7.1.4. Recent Developments
    • 8.7.2. CodeComplete
      • 8.7.2.1. Participant's Overview
      • 8.7.2.2. Financial Performance
      • 8.7.2.3. Enhanced Benchmarking
      • 8.7.2.4. Recent Developments
    • 8.7.3. CodiumAI
      • 8.7.3.1. Participant's Overview
      • 8.7.3.2. Financial Performance
      • 8.7.3.3. Enhanced Benchmarking
      • 8.7.3.4. Recent Developments
    • 8.7.4. Github
      • 8.7.4.1. Participant's Overview
      • 8.7.4.2. Financial Performance
      • 8.7.4.3. Enhanced Benchmarking
      • 8.7.4.4. Recent Developments
    • 8.7.5. GitLab
      • 8.7.5.1. Participant's Overview
      • 8.7.5.2. Financial Performance
      • 8.7.5.3. Enhanced Benchmarking
      • 8.7.5.4. Recent Developments
    • 8.7.6. Google LLC
      • 8.7.6.1. Participant's Overview
      • 8.7.6.2. Financial Performance
      • 8.7.6.3. Enhanced Benchmarking
      • 8.7.6.4. Recent Developments
    • 8.7.7. Lenovo
      • 8.7.7.1. Participant's Overview
      • 8.7.7.2. Financial Performance
      • 8.7.7.3. Enhanced Benchmarking
      • 8.7.7.4. Recent Developments
    • 8.7.8. JetBrains
      • 8.7.8.1. Participant's Overview
      • 8.7.8.2. Financial Performance
      • 8.7.8.3. Enhanced Benchmarking
      • 8.7.8.4. Recent Developments
    • 8.7.9. Replit
      • 8.7.9.1. Participant's Overview
      • 8.7.9.2. Financial Performance
      • 8.7.9.3. Enhanced Benchmarking
      • 8.7.9.4. Recent Developments
    • 8.7.10. Sourcegraph
      • 8.7.10.1. Participant's Overview
      • 8.7.10.2. Financial Performance
      • 8.7.10.3. Enhanced Benchmarking
      • 8.7.10.4. Recent Developments
    • 8.7.11. Tabnine
      • 8.7.11.1. Participant's Overview
      • 8.7.11.2. Financial Performance
      • 8.7.11.3. Enhanced Benchmarking
      • 8.7.11.4. Recent Developments

List of Tables

  • Table 1 Global Generative AI Coding Assistants Market by Function, 2018 - 2030 (USD Million)
  • Table 2 Global Generative AI Coding Assistants Market by Deployment, 2018 - 2030 (USD Million)
  • Table 3 Global Generative AI Coding Assistants Market by Application 2018 - 2030 (USD Million)
  • Table 4 Global Generative AI Coding Assistants Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America Generative AI Coding Assistants Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Generative AI Coding Assistants Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Generative AI Coding Assistants Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Generative AI Coding Assistants Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Generative AI Coding Assistants Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new functions/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Generative AI Coding Assistants Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Generative AI Coding Assistants Market snapshot
  • Fig. 8 Generative AI Coding Assistants Market segment snapshot
  • Fig. 9 Generative AI Coding Assistants Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Generative AI Coding Assistants Market, function outlook key takeaways (USD Million)
  • Fig. 13 Generative AI Coding Assistants Market: function movement analysis (USD Million), 2024 & 2030
  • Fig. 14 Code Generation & Autocompletion market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Debugging and Error Detection market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Code Refactoring & Optimization market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Code Explanation market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Generative AI Coding Assistants Market: Deployment outlook key takeaways (USD Million)
  • Fig. 20 Generative AI Coding Assistants Market: Deployment movement analysis (USD Million), 2024 & 2030
  • Fig. 21 Cloud market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 On-premises market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Generative AI Coding Assistants Market: Application outlook key takeaways (USD Million)
  • Fig. 24 Generative AI Coding Assistants Market: Application movement analysis (USD Million), 2024 & 2030
  • Fig. 25 Individual Developers & Freelancers market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Small and Medium-sized Enterprises (SMEs) market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Large Enterprises market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Educational Institutions & Students market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Regional marketplace: Key takeaways
  • Fig. 31 Generative AI Coding Assistants Market: Regional outlook, 2024 & 2030, USD Million
  • Fig. 32 North America Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 U.S. Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Canada Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Mexico Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Europe Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 UK Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Germany Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 France Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Asia Pacific Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 China Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Japan Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 India Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 South Korea Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Australia Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Latin America Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Brazil Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 MEA Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 KSA Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 UAE Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 South Africa Generative AI Coding Assistants Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Company Categorization
  • Fig. 53 Company Market Positioning
  • Fig. 54 Strategy framework