デフォルト表紙
市場調査レポート
商品コード
1019697

半自動運転車の世界市場:自動運転レベル(レベル1、レベル2、レベル3)、車両タイプ(乗用車、商用車)、地域別の市場規模、シェアおよび動向分析、セグメント別予測(2021年~2028年)

Semi-Autonomous Vehicle Market Size, Share & Trends Analysis Report By Level of Automation (Level 1, Level 2, Level 3), By Vehicle Type (Passenger Car, Commercial Vehicle), By Region, And Segment Forecasts, 2021 - 2028

出版日: | 発行: Grand View Research, Inc. | ページ情報: 英文 154 Pages | 納期: 2-10営業日

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=111.41円
半自動運転車の世界市場:自動運転レベル(レベル1、レベル2、レベル3)、車両タイプ(乗用車、商用車)、地域別の市場規模、シェアおよび動向分析、セグメント別予測(2021年~2028年)
出版日: 2021年07月14日
発行: Grand View Research, Inc.
ページ情報: 英文 154 Pages
納期: 2-10営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の半自動運転車の市場規模は、予測期間全体で20.8%のCAGRで拡大し、需要が2028年までに6,010万台に達すると予測されています。

運転支援技術の採用の増加により、市場は急成長し、運転体験が向上指定ます。電子ブレーキ、アダプティブクルーズコントロール、障害物検出などの機能と併せて、駆動技術で起こっている継続的な技術革新は、市場成長に弾みをつけています。半自動運転車はまた、予測期間にわたってドライバーにより安全に運転できることを保証し、したがってより多くの採用を推進します。前方車両衝突警報装置と車線支援、および車両におけるプログレッシブ学習モデルの可用性が、人為的エラーを排除し、事故を減らすのに役立ちます。

半自動運転車の技術開発の進展により、コネクティッド技術との統合が促進され、ヒューマンエラーを最小限に抑えて効率が向上しています。半自動運転車は、リアルタイムの交通情報、先進運転支援システム、コネクテッドカーを提供するため、車両の効率を高めることができます。半自動運転車は、インテリジェントドライビング機能も備えているため、それに応じてルートを変更するのに役立ちます。したがって、車両は交通渋滞で燃料を浪費せず、乗員の安全を確保するため、より効率的で安全になります。

当レポートでは、世界の半自動運転車市場について調査分析し、市場および業界の見通し、セグメント別・地域別の見通しのほか、競合情勢について、体系的な情報を提供しています。

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 市場の変数、動向、および範囲

  • 市場セグメンテーション
  • 市場規模と成長見通し
  • 浸透と成長の見通しのマッピング
  • 業界のバリューチェーン分析
  • 市場力学
  • ビジネス環境分析ツール

第4章 自動化タイプ別市場の推計・動向分析のレベル

  • 市場規模の推計・予測および動向分析、2017年から2028年(百万台)
  • 自動化別市場の動向分析と市場シェアのレベル、2020年と2028年
  • レベル1
  • レベル2
  • レベル3

第5章 車両タイプ別市場の推計・動向分析

  • 市場規模の推計・予測および動向分析、2017年から2028年(百万台)
  • 車両タイプ別市場の動向分析と市場シェア、2020年と2028年
  • 乗用車
  • 商用車

第6章 地域別市場の推計・動向分析

  • 市場規模の推計・予測および動向分析、2017年から2028年(百万台)
  • 地域別の半自動運転車の市場シェア、2020年および2028年
  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • ドイツ
    • 英国
    • フランス
  • アジア太平洋地域
    • インド
    • 日本
    • 韓国
  • 南米
    • ブラジル
  • 中東・アフリカ

第7章 競争分析

  • 主要市場参入企業別最新動向と影響分析
  • 企業/競合の分類(主要なイノベーター、市場のリーダー、新興企業)
  • ベンダー情勢
  • 公開企業
    • 企業の市況分析
  • 非公開企業
    • 主要な新興企業/テクノロジーディスラプター/イノベーターのリスト
    • 企業の市況分析

第8章 競合情勢

  • Audi AG
  • BMW AG
  • Continental AG
  • Diamler AG(Mercedes Benz)
  • Ford Motor Company
  • General Motors
  • 本田技研工業
  • 日産自動車
  • トヨタ自動車
  • Volvo Car Corporation
  • Valeo S.A.
  • Volkswagen AG
図表

List of Tables

  • Table 1 Semi-Autonomous Vehicle market - Industry snapshot & key buying criteria, 2020 - 2028
  • Table 2 Global semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Table 3 Global semi-autonomous vehicle market, by region, 2017 - 2028 (Million Units)
  • Table 4 Global semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 5 Global semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 6 Semi-Autonomous Vehicle market - Key market driver impact
  • Table 7 Semi-Autonomous Vehicle market - Key market restraint impact
  • Table 8 Global level 1 semi-autonomous vehicle market, by region, 2017 - 2028 (Million Units)
  • Table 9 Global level 2 semi-autonomous vehicle market, by region, 2017 - 2028 (Million Units)
  • Table 10 Global level 3 semi-autonomous vehicle market, by region, 2017 - 2028 (Million Units)
  • Table 11 Global semi-autonomous passenger car market, by region, 2017 - 2028 (Million Units)
  • Table 12 Global semi-autonomous commercial vehicle market, by region, 2017 - 2028 (Million Units)
  • Table 13 North America semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Table 14 North America semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 15 North America semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 16 U.S. semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 17 U.S. semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 18 Canada semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 19 Canada semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 20 Mexico semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 21 Mexico semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 22 Europe semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Table 23 Europe semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 24 Europe semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 25 Germany semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 26 Germany semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 27 U.K. semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 28 U.K. semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 29 France semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 30 France semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 31 Asia Pacific semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Table 32 Asia Pacific semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 33 Asia Pacific semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 34 China semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 35 China semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 36 Japan semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 37 Japan semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 38 India semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 39 India semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 40 South Korea semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 41 South Korea semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 42 South America semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Table 43 South America semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 44 South America semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 45 Brazil semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 46 Brazil semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)
  • Table 47 Middle East and Africa semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Table 48 Middle East and Africa semi-autonomous vehicle market, by level of automation, 2017 - 2028 (Million Units)
  • Table 49 Middle East and Africa semi-autonomous vehicle market, by vehicle type, 2017 - 2028 (Million Units)

List of Figures

  • Fig. 1 Research process
  • Fig. 2 Market formulation
  • Fig. 3 Industry snapshot
  • Fig. 4 Semi-autonomous Vehicle market segmentation
  • Fig. 5 Value chain analysis
  • Fig. 6 Market dynamics
  • Fig. 7 Key opportunity analysis
  • Fig. 8 Semi-autonomous vehicle market share, by level of automation, 2020 & 2028 (Million Units)
  • Fig. 9 Semi-autonomous vehicle market share, by vehicle type, 2020 & 2028 (Million Units)
  • Fig. 10 Semi-autonomous vehicle regional outlook, 2020 & 2028
  • Fig. 11 Semi-autonomous vehicle market share, by region, 2020 & 2028 (Million Units)
  • Fig. 12 North America semi-autonomous vehicle market- Key takeaways, 2020 & 2028, Volume (Million Units)
  • Fig. 13 U.S. semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 14 Canada semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 15 Mexico semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 16 Europe semi-autonomous vehicle market- Key takeaways, 2020 & 2028, Volume (Million Units)
  • Fig. 17 Germany semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 18 U.K. semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 19 France semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 20 Asia Pacific semi-autonomous vehicle market- Key takeaways, 2020 & 2028, Volume (Million Units)
  • Fig. 21 China semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 22 Japan semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 23 India semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 24 South Korea semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 25 South America semi-autonomous vehicle market- Key takeaways, 2020 & 2028, Volume (Million Units)
  • Fig. 26 Brazil semi-autonomous vehicle market, 2017 - 2028 (Million Units)
  • Fig. 27 MEA semi-autonomous vehicle market- Key takeaways, 2020 & 2028, Volume (Million Units)
目次
Product Code: GVR-4-68039-397-3

Semi-Autonomous Vehicle Market Growth & Trends

The global semi-autonomous vehicle market demand is anticipated to reach 60.1 million units by 2028, exhibiting a CAGR of 20.8% over the forecast period, according to a new report by Grand View Research, Inc. The rapid growth can be attributed to the rising adoption of driver-assisted technologies, thereby enhancing the driving experience. The confluence of abilities such as electronic braking, adaptive cruise control, and obstacle detection; and continuous technological innovations happening in driving technologies offer an impetus to market growth. Semi-autonomous cars also promise drivers the ability to practice safer driving over the forecast period, thus driving higher adoption. The availability of forwarding collision and lane assistance and progressive learning models in cars helps to remove human error, thus reducing accidents.

The rising technological development of semi-autonomous cars has increased integration with connected technologies, thus increasing efficiency by minimizing human error. Semi-autonomous vehicles can increase the efficiency of vehicles as they would offer real-time traffic updates, enhanced driving assistance systems, and connected cars. Semi-automatic cars also offer the ability to indulge in intelligent driving, thus helping in changing routes accordingly. Thus, the vehicles would be more efficient and secure as they would not result in the wastage of fuel in traffic jams and ensure passenger safety.

Artificial Intelligence (AI) offers promising growth opportunities to the semi-autonomous cars market due to its applications in several use cases within automotive. The implementation of Ai-models aids in pattern and obstacle recognition, which helps understand verbal sounds, non-verbal cues, and gestures. There has been an increasing trend in the adoption of AI for steering mechanism which simplifies driving effort, enhances engine performance, and increase fuel efficiency.

The Asia Pacific region is expected to witness the fastest CAGR of 22.7%, followed by the Middle East and Africa and South America. The high growth rate can be attributed to a strong AI hub in China, Japan, Singapore, and India, enabling automotive players to gain easy access to automotive-specific AI programs and services. The rising economy of Middle Eastern countries also offers promising growth opportunities to the MEA region. This can be accredited to the rising disposable income of people in the region, increasing interest of people to leverage semi-autonomous vehicles for commercial and personal uses, and favorable government regulations which help in regulating market growth.

Semi-Autonomous Vehicle Market Report Highlights

The level 3 automation segment is expected to emerge as the fastest-growing segment over the forecast period. Level 3 automation offers technological advancement with environmental detection capabilities, capable of making informed decisions such as overtake slow-moving vehicles, traffic maneuverability, and smart obstacle detection

The commercial vehicle segment is expected to register the highest CAGR over the forecast period. The deployment of semi-autonomous driving solution in commercial vehicles ensures safe movement of products and goods, thus allowing the driver to maintain good health and posture

The Asia Pacific region is expected to dominate the market over the forecast period. This can be attributed to the presence of the AI hubs in countries such as China, Japan, Singapore, and India; which offers a conducive environment for the semi-autonomous market

Table of Contents

Chapter 1 Methodology and Scope

  • 1.1 Research Methodology
  • 1.2 Research Scope and Assumptions
  • 1.3 List to Data Sources

Chapter 2 Executive Summary

  • 2.1 Semi-Autonomous Vehicle Market - Industry Snapshot & Key Buying Criteria, 2017 - 2028

Chapter 3 Market Variables, Trends, and Scope

  • 3.1 Market Segmentation
  • 3.2 Market Size & Growth Prospects
  • 3.3 Penetration & Growth Prospect Mapping
  • 3.4 Industry Value Chain Analysis
  • 3.5 Market Dynamics
    • 3.5.1 Market driver analysis
      • 3.5.1.1 Growth in high-end connected vehicle technology and mobility application
      • 3.5.1.2 Increasing need for safe and secure driving options
      • 3.5.1.3 Improved engine productivity and fuel efficiency
    • 3.5.2 Market restraint analysis
      • 3.5.2.1 Vehicle safety and cybersecurity threat
  • 3.6 Business Environmental Analysis Tools
    • 3.6.1 Porter's five forces analysis
    • 3.6.2 PEST analysis

Chapter 4 Level of Automation Type Estimates and Trend Analysis

  • 4.1 Market Size Estimates & Forecasts and Trend Analysis, 2017 - 2028 (Million Units)
  • 4.2 Level of Automation Movement Analysis & Market Share, 2020 & 2028
  • 4.3 Level 1
    • 4.3.1 Market size estimates and forecasts by region, 2017 - 2028 (Million Units)
  • 4.4 Level 2
    • 4.4.1 Market size estimates and forecasts by region, 2017 - 2028 (Million Units)
  • 4.5 Level 3
    • 4.5.1 Market size estimates and forecasts by region, 2017 - 2028 (Million Units)

Chapter 5 Vehicle Type Estimates and Trend Analysis

  • 5.1 Market Size Estimates & Forecasts and Trend Analysis, 2017 - 2028 (Million Units)
  • 5.2 Vehicle Type Movement Analysis & Market Share, 2020 & 2028
  • 5.3 Passenger Cars
    • 5.3.1 Market size estimates and forecasts by region, 2017 - 2028 (Million Units)
  • 5.4 Commercial Vehicle
    • 5.4.1 Market size estimates and forecasts by region, 2017 - 2028 (Million Units)

Chapter 6 Regional Estimates and Trend Analysis

  • 6.1 Market Size Estimates & Forecasts and Trend Analysis, 2017 - 2028 (Million Units)
  • 6.2 Semi-Autonomous Vehicle Market Share by Region, 2020 & 2028
  • 6.3 North America
    • 6.3.1 North America Semi-Autonomous Vehicle market, by level of automation, 2017 - 2028 (Million Units)
    • 6.3.2 North America Semi-Autonomous Vehicle market, by vehicle type, 2017 - 2028 (Million Units)
    • 6.3.3 U.S.
      • 6.3.3.1 U.S. Semi-Autonomous Vehicle market by level of automation, 2017 - 2028 (Million Units)
      • 6.3.3.2 U.S. Semi-Autonomous Vehicle market by vehicle type, 2017 - 2028 (Million Units)
    • 6.3.4 Canada
      • 6.3.4.1 Canada Semi-Autonomous Vehicle market by level of automation, 2017 - 2028 (Million Units)
      • 6.3.4.2 Canada Semi-Autonomous Vehicle market by vehicle type, 2017 - 2028 (Million Units)
    • 6.3.5 Mexico
      • 6.3.5.1 Mexico Semi-Autonomous Vehicle market by level of automation, 2017 - 2028 (Million Units)
      • 6.3.5.2 Mexico Semi-Autonomous Vehicle market by vehicle type, 2017 - 2028 (Million Units)
  • 6.4 Europe
    • 6.4.1 Europe Semi-Autonomous Vehicle market, by level of automation, 2017 - 2028 (Million Units)
    • 6.4.2 Europe Semi-Autonomous Vehicle market, by vehicle type, 2017 - 2028 (Million Units)
    • 6.4.3 Germany
      • 6.4.3.1 Germany Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.4.3.2 Germany Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
    • 6.4.4 U.K.
      • 6.4.4.1 U.K. Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.4.4.2 U.K. Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
    • 6.4.5 France
      • 6.4.5.1 France Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.4.5.2 France Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
  • 6.5 Asia Pacific
    • 6.5.1 Asia Pacific Semi-Autonomous Vehicle market, by Level of automation, 2017 - 2028 (Million Units)
    • 6.5.2 Asia Pacific Semi-Autonomous Vehicle market, by Vehicle type, 2017 - 2028 (Million Units)
      • 6.5.2.1 China Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.5.2.2 China Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
    • 6.5.3 India
      • 6.5.3.1 India Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.5.3.2 India Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
    • 6.5.4 Japan
      • 6.5.4.1 Japan Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.5.4.2 Japan Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
    • 6.5.5 South Korea
      • 6.5.5.1 South Korea Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.5.5.2 South Korea Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
  • 6.6 South America
    • 6.6.1 South America Semi-Autonomous Vehicle market, by Level of automation, 2017 - 2028 (Million Units)
    • 6.6.2 South America Semi-Autonomous Vehicle market, by Vehicle type, 2017 - 2028 (Million Units)
    • 6.6.3 Brazil
      • 6.6.3.1 Brazil Semi-Autonomous Vehicle market by Level of automation, 2017 - 2028 (Million Units)
      • 6.6.3.2 Brazil Semi-Autonomous Vehicle market by Vehicle type, 2017 - 2028 (Million Units)
  • 6.7 MEA
    • 6.7.1 MEA Semi-Autonomous Vehicle market, by Level of automation, 2017 - 2028 (Million Units)
    • 6.7.2 MEA Semi-Autonomous Vehicle market, by Vehicle type, 2017 - 2028 (Million Units)

Chapter 7 Competitive Analysis

  • 7.1 Recent Developments & Impact Analysis, By Key Market ParSemi-Autonomous Vehicleipants
  • 7.2 Company/Competition Categorization (Key innovators, Market leaders, Emerging Players)
  • 7.3 Vendor Landscape
    • 7.3.1 Key Company Market Share Analysis, 2020
  • 7.4 Public Companies
    • 7.4.1 Company Market Position Analysis
  • 7.5 Private Companies
    • 7.5.1 List of Key Emerging Companies /Technology Disruptors/Innovators
    • 7.5.2 Company Market Position Analysis

Chapter 8 Competitive Landscape

  • 8.1 Audi AG
    • 8.1.1 Company overview
    • 8.1.2 Financial performance
    • 8.1.3 Product benchmarking
    • 8.1.4 Recent developments
  • 8.2 BMW AG
    • 8.2.1 Company overview
    • 8.2.2 Financial performance
    • 8.2.3 Product benchmarking
    • 8.2.4 Recent developments
  • 8.3 Continental AG
    • 8.3.1 Company overview
    • 8.3.2 Financial performance
    • 8.3.3 Product benchmarking
  • 8.4 Diamler AG (Mercedes Benz)
    • 8.4.1 Company overview
    • 8.4.2 Financial performance
    • 8.4.3 Product benchmarking
    • 8.4.4 Recent developments
  • 8.5 Ford Motor Company
    • 8.5.1 Company overview
    • 8.5.2 Financial performance
    • 8.5.3 Product benchmarking
    • 8.5.4 Recent developments
  • 8.6 General Motors
    • 8.6.1 Company overview
    • 8.6.2 Financial performance
    • 8.6.3 Product benchmarking
  • 8.7 Honda Motor Corporation
    • 8.7.1 Company overview
    • 8.7.2 Financial performance
    • 8.7.3 Product benchmarking
    • 8.7.4 Recent developments
  • 8.8 Nissan Motor Company
    • 8.8.1 Company overview
    • 8.8.2 Financial performance
    • 8.8.3 Product benchmarking
    • 8.8.4 Recent developments
  • 8.9 Toyota Motor Corporation
    • 8.9.1 Company overview
    • 8.9.2 Financial performance
    • 8.9.3 Product benchmarking
    • 8.9.4 Recent developments
  • 8.10 Volvo Car Corporation
    • 8.10.1 Company overview
    • 8.10.2 Financial performance
    • 8.10.3 Product benchmarking
    • 8.10.4 Recent developments
  • 8.11 Valeo S.A.
    • 8.11.1 Company overview
    • 8.11.2 Financial performance
    • 8.11.3 Product benchmarking
    • 8.11.4 Recent developments
  • 8.12 Volkswagen AG
    • 8.12.1 Company overview
    • 8.12.2 Financial performance
    • 8.12.3 Product benchmarking
    • 8.12.4 Recent developments