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封面
市场调查报告书
商品编码
1587487

生成式人工智慧编码助理市场规模、份额、趋势分析报告：按功能、按部署、按应用、按地区、细分市场预测，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个工作天内

价格

市场规模及趋势

到 2023 年，生成式 AI 编码助理的全球市场规模预计为 1,860 万美元，预计 2024 年至 2030 年复合年增长率为 25.8%。

生成式人工智慧编码助理的成长正在显着改变软体开发的格局，提高各领域的效率。随着开发人员利用人工智慧自动执行重复任务、产生程式码片段并简化文件流程，实施这些工具的公司看到了效率的提升。这种自动化加快了编码週期，使开发人员能够专注于更高价值的任务，从而缩短新功能的上市时间。

生成式人工智慧编码助理利用复杂的人工智慧和机器学习技术来支援开发人员的程式设计工作。这些助手经过来自不同程式码储存库的大量资料集的训练，能够理解程式语言、编码模式和语法规则。透过从这些资料中学习，它可以提出智慧提案并产生适合开发人员特定上下文和需求的程式码片段。当开发人员使用生成式 AI 编码助理时，助手会评估编码上下文，包括变数、函数和函式库。然后，它提案适当的程式码完成，预测下一行程式码，并根据开发人员的输入产生相关片段。此外，这些助手可以提案优化程式码、重构程式码和提高效能的方法。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章 生成式人工智慧编码助理市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业机会
    • 工业挑战
  • 生成式人工智慧编码助理市场分析工具
    • 波特的分析
    • PESTEL分析

第 4 章 生成式 AI 编码助理市场：按功能估计和趋势分析

  • 细分仪表板
  • 生成式 AI 编码助理市场：功能变异分析，百万美元，2023 年和 2030 年
  • 程式码产生和自动完成
  • 调试和错误检测
  • 程式码重构和优化
  • 程式码解释
  • 其他的

第五章 生成式人工智慧编码助理市场：按发展估算与趋势分析

  • 细分仪表板
  • 生成式 AI 编码助理市场：进化变异分析，百万美元，2023 年和 2030 年
  • 云
  • 本地

第六章 生成式人工智慧编码助理市场：按应用估计和趋势分析

  • 细分仪表板
  • 生成式 AI 编码助理市场：应用变化分析，百万美元，2023 年和 2030 年
  • 个人开发者和自由工作者
  • 小型企业
  • 大公司
  • 教育机构和学生
  • 其他的

第七章 生成式人工智慧编码助理市场：区域、估计和趋势分析

  • 2023 年和 2030 年按地区分類的生成式 AI 编码助理市场占有率，百万美元
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争格局

  • 主要市场参与企业的最新趋势和影响分析
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 企业热力图分析
  • 策略规划
    • 扩张
    • 併购
    • 伙伴关係与协作
    • 新增强版发布
    • 研究与开发
  • 公司简介
    • 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