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生成AIコーディングアシスタント市場規模、シェア、動向分析レポート：機能別、展開別、用途別、地域別、セグメント予測、2024年～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
ページ情報
英文 150 Pages
納期
2～10営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
生成AIコーディングアシスタント市場規模、シェア、動向分析レポート：機能別、展開別、用途別、地域別、セグメント予測、2024年～2030年
出版日: 2024年10月03日
発行: Grand View Research
ページ情報: 英文 150 Pages
納期: 2～10営業日
GIIご利用のメリット
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  • 概要
  • 図表
  • 目次
概要

市場規模と動向

生成AIコーディングアシスタントの世界市場規模は2023年に1,860万米ドルと推定され、2024～2030年にかけてCAGR 25.8%で成長すると予測されています。

生成AIコーディングアシスタントの成長は、ソフトウェア開発の状況を大きく変化させ、さまざまなセグメントで効率を向上させています。これらのツールを導入している企業は、開発者がAIを活用して反復作業を自動化し、コードスニペットを生成し、文書化プロセスを合理化することで、効率の向上を実感しています。この自動化によってコーディング・サイクルが加速し、開発者はより価値の高いタスクに集中できるようになるため、新機能の市場投入までの時間が短縮されます。

生成AIコーディングアシスタントは、洗練されたAIと機械学習技術を活用し、開発者のコーディング作業をサポートします。多様なコードリポジトリからの広範なデータセットで訓練されたこれらのアシスタントは、プログラミング言語、コーディングパターン、構文ルールを把握します。このデータから学習することで、インテリジェントな提案を行い、開発者の特定のコンテキストとニーズに合わせたコードスニペットを生成します。開発者が生成AIコーディングアシスタントに関わると、アシスタントは変数、関数、ライブラリなどのコーディング・コンテキストを評価します。そして、適切なコード補完を提案し、次のコード行を予測し、開発者の入力に基づいて関連するスニペットを生成します。さらに、これらのアシスタントは、コードを最適化し、リファクタリングし、パフォーマンスを向上させる方法を提案することができます。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 生成AIコーディングアシスタント市場の変数、動向、範囲

  • 市場イントロダクション/系統展望
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 産業の機会
    • 産業の課題
  • 生成AIコーディングアシスタント市場分析ツール
    • ポーターの分析
    • PESTEL分析

第4章 生成AIコーディングアシスタント市場：機能別、推定・動向分析

  • セグメントダッシュボード
  • 生成AIコーディングアシスタント市場：機能変動分析、100万米ドル、2023年と2030年
  • コード生成と自動補完
  • デバッグとエラー検出
  • コードのリファクタリングと最適化
  • コードの説明
  • その他

第5章 生成AIコーディングアシスタント市場：展開別、推定・動向分析

  • セグメントダッシュボード
  • 生成AIコーディングアシスタント市場：展開変動分析、100万米ドル、2023年と2030年
  • クラウド
  • オンプレミス

第6章 生成AIコーディングアシスタント市場：用途別、推定・動向分析

  • セグメントダッシュボード
  • 生成AIコーディングアシスタント市場：用途変動分析、100万米ドル、2023年と2030年
  • 個人開発者とフリーランサー
  • 中小企業
  • 大企業
  • 教育機関と学生
  • その他

第7章 生成AIコーディングアシスタント市場：地域別、推定・動向分析

  • 生成AIコーディングアシスタントの市場シェア、地域別、2023年と2030年、100万米ドル
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ブラジル
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • 南アフリカ

第8章 競合情勢

  • 主要市場参入企業による最近の動向と影響分析
  • 企業分類
  • 企業の市場ポジショニング
  • 企業の市場シェア分析
  • 企業ヒートマップ分析
  • 戦略マッピング
    • 拡大
    • 合併と買収
    • パートナーシップとコラボレーション
    • 新たな強化されたローンチ
    • 研究開発
  • 企業プロファイル
    • Amazon Web Services
    • CodeComplete
    • CodiumAI
    • Github
    • GitLab
    • Google LLC
    • Lenovo
    • JetBrains
    • Replit
    • Sourcegraph
    • Tabnine
図表

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
目次
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