2025-2029年全球模型评估与基准测试工具市场
市场调查报告书
商品编码
1774400

2025-2029年全球模型评估与基准测试工具市场

Global Model Evaluation and Benchmarking Tools Market 2025-2029

出版日期: | 出版商: TechNavio | 英文 239 Pages | 订单完成后即时交付

价格

预计 2024 年至 2029 年期间模型评估和基准测试工具市场将成长 160.666 亿美元,预测期内复合年增长率为 17.9%。

本报告对模型评估和基准测试工具市场进行了全面的分析,包括市场规模、预测、趋势、成长动力、挑战以及涵盖约 25 家供应商的供应商分析。

该报告提供了当前市场情景、最新趋势和驱动因素以及整体市场环境的最新分析。市场受到人工智慧模型日益普及和复杂的推动、对负责任的人工智慧和监管审查的需求不断增长、MLOps 的成熟以及对业务效率的追求。

市场覆盖
基准年 2025
年底 2029
预测期 2025-2029
成长动力 加速度
同比 15.9%
复合年增长率 17.9%
增量金额 160.666亿美元

这项研究客观地结合了一手和二手讯息,并参考了行业主要参与者的意见。报告包含全面的市场规模数据、区域細項分析、供应商格局以及对主要企业的分析。报告同时包含历史数据和预测数据。

该研究指出,专注于生成式人工智慧和法学硕士 (LLM) 的评估框架是推动未来几年模型评估和基准测试工具市场成长的关键因素之一,评估和监控与人工智慧可观察性的融合,以及开放原始码工具和社群主导标准的兴起预计将推动市场的巨大需求。

目录

第一章执行摘要

  • 市场概览

第二章 Technavio 分析

  • 价格、生命週期、顾客购买篮、采用率和购买标准的分析
  • 投入与差异化因素的重要性
  • 混乱的根源
  • 驱动因素和挑战的影响

第三章 市场状况

  • 市场生态系统
  • 市场特征
  • 价值链分析

第四章 市场规模

  • 市场定义
  • 市场区隔分析
  • 2024年市场规模
  • 2024-2029年市场展望

第五章 市场规模表现

  • 2019-2023年全球模型评估与基准测试工具市场
  • 2019-2023年零件细分市场分析
  • 2019-2023 年按部署細項分析
  • 2019-2023年产业应用細項分析
  • 2019-2023年区域細項分析
  • 2019-2023年国家細項分析

第六章定性分析

  • 人工智慧的影响:模型评估和基准测试工具的全球市场

第七章五力分析

  • 五力模型摘要
  • 买家的议价能力
  • 供应商的议价能力
  • 新进入者的威胁
  • 替代品的威胁
  • 竞争威胁
  • 市场状况

8. 按组件细分的市场

  • 市场区隔
  • 比较:按组件
  • 软体与平台:2024 年至 2029 年市场规模与预测
  • 服务:2024-2029 年市场规模及预测
  • 各组件的市场机会

第九章 依部署细分市场

  • 市场区隔
  • 比较:按部署
  • 本地部署:市场规模及预测 2024-2029
  • 云端基础:市场规模和预测 2024-2029
  • 混合动力:2024-2029 年市场规模及预测
  • 部署的市场机会

第十章按产业应用细分市场

  • 市场区隔
  • 比较:按行业应用
  • BFSI:市场规模与预测 2024-2029
  • 医疗保健与生命科学:2024-2029 年市场规模与预测
  • IT 和通讯:市场规模和预测 2024-2029
  • 零售与电子商务:2024-2029 年市场规模与预测
  • 其他:2024-2029 年市场规模及预测
  • 各行业应用的市场机会

第十一章 客户情况

  • 客户概览

第十二章 地区情势

  • 地理细分
  • 区域比较
  • 北美:2024-2029 年市场规模及预测
  • 欧洲:2024-2029 年市场规模及预测
  • 亚太地区:2024-2029 年市场规模及预测
  • 南美洲:2024-2029 年市场规模及预测
  • 中东和非洲:2024-2029 年市场规模及预测
  • 美国:市场规模及预测(2024-2029)
  • 中国:2024-2029年市场规模及预测
  • 加拿大:2024-2029 年市场规模及预测
  • 德国:2024-2029年市场规模及预测
  • 英国:2024-2029 年市场规模及预测
  • 法国:2024-2029年市场规模及预测
  • 巴西:2024-2029 年市场规模及预测
  • 印度:2024-2029 年市场规模及预测
  • 义大利:2024-2029 年市场规模及预测
  • 日本:2024-2029 年市场规模及预测
  • 按地区分類的市场机会

第十三章 驱动因素、挑战、机会与限制因素

  • 市场驱动因素
  • 市场挑战
  • 驱动因素和挑战的影响
  • 市场机会与限制

第十四章竞争格局

  • 概述
  • 竞争格局
  • 令人困惑的情况
  • 产业风险

第十五章 竞争分析

  • 公司简介
  • 企业排名指数
  • 公司市场定位
  • Amazon.com Inc.
  • Anthropic
  • Arize AI, Inc.
  • Comet ML Inc.
  • Databricks Inc.
  • Evidently AI
  • Fiddler Labs Inc.
  • Google LLC
  • Hugging Face
  • International Business Machines Corp.
  • Microsoft Corp.
  • Scale
  • Seldon Technologies
  • Weights and Biases
  • WhyLabs, Inc.

第十六章 附录

Product Code: IRTNTR80698

The model evaluation and benchmarking tools market is forecasted to grow by USD 16,066.6 mn during 2024-2029, accelerating at a CAGR of 17.9% during the forecast period. The report on the model evaluation and benchmarking tools market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation and increasing complexity of ai models, rising imperative for responsible ai and regulatory scrutiny, and maturation of mlops and drive for operational efficiency.

Market Scope
Base Year2025
End Year2029
Series Year2025-2029
Growth MomentumAccelerate
YOY 202515.9%
CAGR17.9%
Incremental Value$16,066.6 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's model evaluation and benchmarking tools market is segmented as below:

By Component

    • Software or platforms
    • Services

By Deployment

    • On-premises
    • Cloud-based
    • Hybrid

By Industry Application

    • BFSI
    • Healthcare and life sciences
    • IT and telecommunications
    • Retail and E-commerce
    • Others

By Geographical Landscape

    • North America
    • Europe
    • APAC
    • South America
    • Middle East and Africa

This study identifies the specialized evaluation frameworks for generative ai and llms as one of the prime reasons driving the model evaluation and benchmarking tools market growth during the next few years. Also, convergence of evaluation and monitoring into ai observability and ascendancy of open-source tools and community-driven standards will lead to sizable demand in the market.

The report on the model evaluation and benchmarking tools market covers the following areas:

    • Model Evaluation And Benchmarking Tools Market sizing
    • Model Evaluation And Benchmarking Tools Market forecast
    • Model Evaluation And Benchmarking Tools Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading model evaluation and benchmarking tools market vendors that include Amazon.com Inc., Anthropic, Arize AI, Inc., Comet ML Inc., Databricks Inc., Evidently AI, Fiddler Labs Inc., Google LLC, Hugging Face, International Business Machines Corp., Microsoft Corp., Scale, Seldon Technologies, Weights and Biases, and WhyLabs, Inc.. Also, the model evaluation and benchmarking tools market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

  • 1.1 Market overview
    • Executive Summary - Chart on Market Overview
    • Executive Summary - Data Table on Market Overview
    • Executive Summary - Chart on Global Market Characteristics
    • Executive Summary - Chart on Market By Geographical Landscape
    • Executive Summary - Chart on Market Segmentation by Component
    • Executive Summary - Chart on Market Segmentation by Deployment
    • Executive Summary - Chart on Market Segmentation by Industry Application
    • Executive Summary - Chart on Incremental Growth
    • Executive Summary - Data Table on Incremental Growth
    • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

  • 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • 2.2 Criticality of inputs and Factors of differentiation
    • Overview on criticality of inputs and factors of differentiation
  • 2.3 Factors of disruption
    • Overview on factors of disruption
  • 2.4 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

  • 3.1 Market ecosystem
    • Parent Market
    • Data Table on - Parent Market
  • 3.2 Market characteristics
    • Market characteristics analysis
  • 3.3 Value chain analysis
    • Value chain analysis

4 Market Sizing

  • 4.1 Market definition
    • Offerings of companies included in the market definition
  • 4.2 Market segment analysis
    • Market segments
  • 4.3 Market size 2024
  • 4.4 Market outlook: Forecast for 2024-2029
    • Chart on Global - Market size and forecast 2024-2029 ($ million)
    • Data Table on Global - Market size and forecast 2024-2029 ($ million)
    • Chart on Global Market: Year-over-year growth 2024-2029 (%)
    • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

  • 5.1 Global Model Evaluation And Benchmarking Tools Market 2019 - 2023
    • Historic Market Size - Data Table on Global Model Evaluation And Benchmarking Tools Market 2019 - 2023 ($ million)
  • 5.2 Component segment analysis 2019 - 2023
    • Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • 5.3 Deployment segment analysis 2019 - 2023
    • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
  • 5.4 Industry Application segment analysis 2019 - 2023
    • Historic Market Size - Industry Application Segment 2019 - 2023 ($ million)
  • 5.5 Geography segment analysis 2019 - 2023
    • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • 5.6 Country segment analysis 2019 - 2023
    • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Qualitative Analysis

  • 6.1 The impact of AI in the global model evaluation and benchmarking tools market

7 Five Forces Analysis

  • 7.1 Five forces summary
    • Five forces analysis - Comparison between 2024 and 2029
  • 7.2 Bargaining power of buyers
    • Bargaining power of buyers - Impact of key factors 2024 and 2029
  • 7.3 Bargaining power of suppliers
    • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • 7.4 Threat of new entrants
    • Threat of new entrants - Impact of key factors in 2024 and 2029
  • 7.5 Threat of substitutes
    • Threat of substitutes - Impact of key factors in 2024 and 2029
  • 7.6 Threat of rivalry
    • Threat of rivalry - Impact of key factors in 2024 and 2029
  • 7.7 Market condition
    • Chart on Market condition - Five forces 2024 and 2029

8 Market Segmentation by Component

  • 8.1 Market segments
    • Chart on Component - Market share 2024-2029 (%)
    • Data Table on Component - Market share 2024-2029 (%)
  • 8.2 Comparison by Component
    • Chart on Comparison by Component
    • Data Table on Comparison by Component
  • 8.3 Software or platforms - Market size and forecast 2024-2029
    • Chart on Software or platforms - Market size and forecast 2024-2029 ($ million)
    • Data Table on Software or platforms - Market size and forecast 2024-2029 ($ million)
    • Chart on Software or platforms - Year-over-year growth 2024-2029 (%)
    • Data Table on Software or platforms - Year-over-year growth 2024-2029 (%)
  • 8.4 Services - Market size and forecast 2024-2029
    • Chart on Services - Market size and forecast 2024-2029 ($ million)
    • Data Table on Services - Market size and forecast 2024-2029 ($ million)
    • Chart on Services - Year-over-year growth 2024-2029 (%)
    • Data Table on Services - Year-over-year growth 2024-2029 (%)
  • 8.5 Market opportunity by Component
    • Market opportunity by Component ($ million)
    • Data Table on Market opportunity by Component ($ million)

9 Market Segmentation by Deployment

  • 9.1 Market segments
    • Chart on Deployment - Market share 2024-2029 (%)
    • Data Table on Deployment - Market share 2024-2029 (%)
  • 9.2 Comparison by Deployment
    • Chart on Comparison by Deployment
    • Data Table on Comparison by Deployment
  • 9.3 On-premises - Market size and forecast 2024-2029
    • Chart on On-premises - Market size and forecast 2024-2029 ($ million)
    • Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
    • Chart on On-premises - Year-over-year growth 2024-2029 (%)
    • Data Table on On-premises - Year-over-year growth 2024-2029 (%)
  • 9.4 Cloud-based - Market size and forecast 2024-2029
    • Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
    • Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
    • Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
    • Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
  • 9.5 Hybrid - Market size and forecast 2024-2029
    • Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
    • Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
    • Chart on Hybrid - Year-over-year growth 2024-2029 (%)
    • Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
  • 9.6 Market opportunity by Deployment
    • Market opportunity by Deployment ($ million)
    • Data Table on Market opportunity by Deployment ($ million)

10 Market Segmentation by Industry Application

  • 10.1 Market segments
    • Chart on Industry Application - Market share 2024-2029 (%)
    • Data Table on Industry Application - Market share 2024-2029 (%)
  • 10.2 Comparison by Industry Application
    • Chart on Comparison by Industry Application
    • Data Table on Comparison by Industry Application
  • 10.3 BFSI - Market size and forecast 2024-2029
    • Chart on BFSI - Market size and forecast 2024-2029 ($ million)
    • Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
    • Chart on BFSI - Year-over-year growth 2024-2029 (%)
    • Data Table on BFSI - Year-over-year growth 2024-2029 (%)
  • 10.4 Healthcare and life sciences - Market size and forecast 2024-2029
    • Chart on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
    • Data Table on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
    • Chart on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
    • Data Table on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
  • 10.5 IT and telecommunications - Market size and forecast 2024-2029
    • Chart on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
    • Data Table on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
    • Chart on IT and telecommunications - Year-over-year growth 2024-2029 (%)
    • Data Table on IT and telecommunications - Year-over-year growth 2024-2029 (%)
  • 10.6 Retail and E-commerce - Market size and forecast 2024-2029
    • Chart on Retail and E-commerce - Market size and forecast 2024-2029 ($ million)
    • Data Table on Retail and E-commerce - Market size and forecast 2024-2029 ($ million)
    • Chart on Retail and E-commerce - Year-over-year growth 2024-2029 (%)
    • Data Table on Retail and E-commerce - Year-over-year growth 2024-2029 (%)
  • 10.7 Others - Market size and forecast 2024-2029
    • Chart on Others - Market size and forecast 2024-2029 ($ million)
    • Data Table on Others - Market size and forecast 2024-2029 ($ million)
    • Chart on Others - Year-over-year growth 2024-2029 (%)
    • Data Table on Others - Year-over-year growth 2024-2029 (%)
  • 10.8 Market opportunity by Industry Application
    • Market opportunity by Industry Application ($ million)
    • Data Table on Market opportunity by Industry Application ($ million)

11 Customer Landscape

  • 11.1 Customer landscape overview
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

  • 12.1 Geographic segmentation
    • Chart on Market share By Geographical Landscape 2024-2029 (%)
    • Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • 12.2 Geographic comparison
    • Chart on Geographic comparison
    • Data Table on Geographic comparison
  • 12.3 North America - Market size and forecast 2024-2029
    • Chart on North America - Market size and forecast 2024-2029 ($ million)
    • Data Table on North America - Market size and forecast 2024-2029 ($ million)
    • Chart on North America - Year-over-year growth 2024-2029 (%)
    • Data Table on North America - Year-over-year growth 2024-2029 (%)
  • 12.4 Europe - Market size and forecast 2024-2029
    • Chart on Europe - Market size and forecast 2024-2029 ($ million)
    • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
    • Chart on Europe - Year-over-year growth 2024-2029 (%)
    • Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • 12.5 APAC - Market size and forecast 2024-2029
    • Chart on APAC - Market size and forecast 2024-2029 ($ million)
    • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
    • Chart on APAC - Year-over-year growth 2024-2029 (%)
    • Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • 12.6 South America - Market size and forecast 2024-2029
    • Chart on South America - Market size and forecast 2024-2029 ($ million)
    • Data Table on South America - Market size and forecast 2024-2029 ($ million)
    • Chart on South America - Year-over-year growth 2024-2029 (%)
    • Data Table on South America - Year-over-year growth 2024-2029 (%)
  • 12.7 Middle East and Africa - Market size and forecast 2024-2029
    • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
    • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
    • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
    • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • 12.8 US - Market size and forecast 2024-2029
    • Chart on US - Market size and forecast 2024-2029 ($ million)
    • Data Table on US - Market size and forecast 2024-2029 ($ million)
    • Chart on US - Year-over-year growth 2024-2029 (%)
    • Data Table on US - Year-over-year growth 2024-2029 (%)
  • 12.9 China - Market size and forecast 2024-2029
    • Chart on China - Market size and forecast 2024-2029 ($ million)
    • Data Table on China - Market size and forecast 2024-2029 ($ million)
    • Chart on China - Year-over-year growth 2024-2029 (%)
    • Data Table on China - Year-over-year growth 2024-2029 (%)
  • 12.10 Canada - Market size and forecast 2024-2029
    • Chart on Canada - Market size and forecast 2024-2029 ($ million)
    • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
    • Chart on Canada - Year-over-year growth 2024-2029 (%)
    • Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • 12.11 Germany - Market size and forecast 2024-2029
    • Chart on Germany - Market size and forecast 2024-2029 ($ million)
    • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
    • Chart on Germany - Year-over-year growth 2024-2029 (%)
    • Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • 12.12 UK - Market size and forecast 2024-2029
    • Chart on UK - Market size and forecast 2024-2029 ($ million)
    • Data Table on UK - Market size and forecast 2024-2029 ($ million)
    • Chart on UK - Year-over-year growth 2024-2029 (%)
    • Data Table on UK - Year-over-year growth 2024-2029 (%)
  • 12.13 France - Market size and forecast 2024-2029
    • Chart on France - Market size and forecast 2024-2029 ($ million)
    • Data Table on France - Market size and forecast 2024-2029 ($ million)
    • Chart on France - Year-over-year growth 2024-2029 (%)
    • Data Table on France - Year-over-year growth 2024-2029 (%)
  • 12.14 Brazil - Market size and forecast 2024-2029
    • Chart on Brazil - Market size and forecast 2024-2029 ($ million)
    • Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
    • Chart on Brazil - Year-over-year growth 2024-2029 (%)
    • Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • 12.15 India - Market size and forecast 2024-2029
    • Chart on India - Market size and forecast 2024-2029 ($ million)
    • Data Table on India - Market size and forecast 2024-2029 ($ million)
    • Chart on India - Year-over-year growth 2024-2029 (%)
    • Data Table on India - Year-over-year growth 2024-2029 (%)
  • 12.16 Italy - Market size and forecast 2024-2029
    • Chart on Italy - Market size and forecast 2024-2029 ($ million)
    • Data Table on Italy - Market size and forecast 2024-2029 ($ million)
    • Chart on Italy - Year-over-year growth 2024-2029 (%)
    • Data Table on Italy - Year-over-year growth 2024-2029 (%)
  • 12.17 Japan - Market size and forecast 2024-2029
    • Chart on Japan - Market size and forecast 2024-2029 ($ million)
    • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
    • Chart on Japan - Year-over-year growth 2024-2029 (%)
    • Data Table on Japan - Year-over-year growth 2024-2029 (%)
  • 12.18 Market opportunity By Geographical Landscape
    • Market opportunity By Geographical Landscape ($ million)
    • Data Tables on Market opportunity By Geographical Landscape ($ million)

13 Drivers, Challenges, and Opportunity/Restraints

  • 13.1 Market drivers
  • 13.2 Market challenges
  • 13.3 Impact of drivers and challenges
    • Impact of drivers and challenges in 2024 and 2029
  • 13.4 Market opportunities/restraints

14 Competitive Landscape

  • 14.1 Overview
  • 14.2 Competitive Landscape
    • Overview on criticality of inputs and factors of differentiation
  • 14.3 Landscape disruption
    • Overview on factors of disruption
  • 14.4 Industry risks
    • Impact of key risks on business

15 Competitive Analysis

  • 15.1 Companies profiled
    • Companies covered
  • 15.2 Company ranking index
    • Company ranking index
  • 15.3 Market positioning of companies
    • Matrix on companies position and classification
  • 15.4 Amazon.com Inc.
    • Amazon.com Inc. - Overview
    • Amazon.com Inc. - Business segments
    • Amazon.com Inc. - Key news
    • Amazon.com Inc. - Key offerings
    • Amazon.com Inc. - Segment focus
    • SWOT
  • 15.5 Anthropic
    • Anthropic - Overview
    • Anthropic - Product / Service
    • Anthropic - Key offerings
    • SWOT
  • 15.6 Arize AI, Inc.
    • Arize AI, Inc. - Overview
    • Arize AI, Inc. - Product / Service
    • Arize AI, Inc. - Key offerings
    • SWOT
  • 15.7 Comet ML Inc.
    • Comet ML Inc. - Overview
    • Comet ML Inc. - Product / Service
    • Comet ML Inc. - Key offerings
    • SWOT
  • 15.8 Databricks Inc.
    • Databricks Inc. - Overview
    • Databricks Inc. - Product / Service
    • Databricks Inc. - Key offerings
    • SWOT
  • 15.9 Evidently AI
    • Evidently AI - Overview
    • Evidently AI - Product / Service
    • Evidently AI - Key offerings
    • SWOT
  • 15.10 Fiddler Labs Inc.
    • Fiddler Labs Inc. - Overview
    • Fiddler Labs Inc. - Product / Service
    • Fiddler Labs Inc. - Key offerings
    • SWOT
  • 15.11 Google LLC
    • Google LLC - Overview
    • Google LLC - Product / Service
    • Google LLC - Key offerings
    • SWOT
  • 15.12 Hugging Face
    • Hugging Face - Overview
    • Hugging Face - Product / Service
    • Hugging Face - Key offerings
    • SWOT
  • 15.13 International Business Machines Corp.
    • International Business Machines Corp. - Overview
    • International Business Machines Corp. - Business segments
    • International Business Machines Corp. - Key news
    • International Business Machines Corp. - Key offerings
    • International Business Machines Corp. - Segment focus
    • SWOT
  • 15.14 Microsoft Corp.
    • Microsoft Corp. - Overview
    • Microsoft Corp. - Business segments
    • Microsoft Corp. - Key news
    • Microsoft Corp. - Key offerings
    • Microsoft Corp. - Segment focus
    • SWOT
  • 15.15 Scale
    • Scale - Overview
    • Scale - Product / Service
    • Scale - Key offerings
    • SWOT
  • 15.16 Seldon Technologies
    • Seldon Technologies - Overview
    • Seldon Technologies - Product / Service
    • Seldon Technologies - Key offerings
    • SWOT
  • 15.17 Weights and Biases
    • Weights and Biases - Overview
    • Weights and Biases - Product / Service
    • Weights and Biases - Key offerings
    • SWOT
  • 15.18 WhyLabs, Inc.
    • WhyLabs, Inc. - Overview
    • WhyLabs, Inc. - Product / Service
    • WhyLabs, Inc. - Key offerings
    • SWOT

16 Appendix

  • 16.1 Scope of the report
  • 16.2 Inclusions and exclusions checklist
    • Inclusions checklist
    • Exclusions checklist
  • 16.3 Currency conversion rates for US$
    • Currency conversion rates for US$
  • 16.4 Research methodology
    • Research methodology
  • 16.5 Data procurement
    • Information sources
  • 16.6 Data validation
    • Data validation
  • 16.7 Validation techniques employed for market sizing
    • Validation techniques employed for market sizing
  • 16.8 Data synthesis
    • Data synthesis
  • 16.9 360 degree market analysis
    • 360 degree market analysis
  • 16.10 List of abbreviations
    • List of abbreviations

Exhibits:

  • Exhibits1: Executive Summary - Chart on Market Overview
  • Exhibits2: Executive Summary - Data Table on Market Overview
  • Exhibits3: Executive Summary - Chart on Global Market Characteristics
  • Exhibits4: Executive Summary - Chart on Market By Geographical Landscape
  • Exhibits5: Executive Summary - Chart on Market Segmentation by Component
  • Exhibits6: Executive Summary - Chart on Market Segmentation by Deployment
  • Exhibits7: Executive Summary - Chart on Market Segmentation by Industry Application
  • Exhibits8: Executive Summary - Chart on Incremental Growth
  • Exhibits9: Executive Summary - Data Table on Incremental Growth
  • Exhibits10: Executive Summary - Chart on Company Market Positioning
  • Exhibits11: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits12: Overview on criticality of inputs and factors of differentiation
  • Exhibits13: Overview on factors of disruption
  • Exhibits14: Impact of drivers and challenges in 2024 and 2029
  • Exhibits15: Parent Market
  • Exhibits16: Data Table on - Parent Market
  • Exhibits17: Market characteristics analysis
  • Exhibits18: Value chain analysis
  • Exhibits19: Offerings of companies included in the market definition
  • Exhibits20: Market segments
  • Exhibits21: Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Exhibits22: Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Exhibits23: Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Exhibits24: Data Table on Global Market: Year-over-year growth 2024-2029 (%)
  • Exhibits25: Historic Market Size - Data Table on Global Model Evaluation And Benchmarking Tools Market 2019 - 2023 ($ million)
  • Exhibits26: Historic Market Size - Component Segment 2019 - 2023 ($ million)
  • Exhibits27: Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
  • Exhibits28: Historic Market Size - Industry Application Segment 2019 - 2023 ($ million)
  • Exhibits29: Historic Market Size - Geography Segment 2019 - 2023 ($ million)
  • Exhibits30: Historic Market Size - Country Segment 2019 - 2023 ($ million)
  • Exhibits31: Five forces analysis - Comparison between 2024 and 2029
  • Exhibits32: Bargaining power of buyers - Impact of key factors 2024 and 2029
  • Exhibits33: Bargaining power of suppliers - Impact of key factors in 2024 and 2029
  • Exhibits34: Threat of new entrants - Impact of key factors in 2024 and 2029
  • Exhibits35: Threat of substitutes - Impact of key factors in 2024 and 2029
  • Exhibits36: Threat of rivalry - Impact of key factors in 2024 and 2029
  • Exhibits37: Chart on Market condition - Five forces 2024 and 2029
  • Exhibits38: Chart on Component - Market share 2024-2029 (%)
  • Exhibits39: Data Table on Component - Market share 2024-2029 (%)
  • Exhibits40: Chart on Comparison by Component
  • Exhibits41: Data Table on Comparison by Component
  • Exhibits42: Chart on Software or platforms - Market size and forecast 2024-2029 ($ million)
  • Exhibits43: Data Table on Software or platforms - Market size and forecast 2024-2029 ($ million)
  • Exhibits44: Chart on Software or platforms - Year-over-year growth 2024-2029 (%)
  • Exhibits45: Data Table on Software or platforms - Year-over-year growth 2024-2029 (%)
  • Exhibits46: Chart on Services - Market size and forecast 2024-2029 ($ million)
  • Exhibits47: Data Table on Services - Market size and forecast 2024-2029 ($ million)
  • Exhibits48: Chart on Services - Year-over-year growth 2024-2029 (%)
  • Exhibits49: Data Table on Services - Year-over-year growth 2024-2029 (%)
  • Exhibits50: Market opportunity by Component ($ million)
  • Exhibits51: Data Table on Market opportunity by Component ($ million)
  • Exhibits52: Chart on Deployment - Market share 2024-2029 (%)
  • Exhibits53: Data Table on Deployment - Market share 2024-2029 (%)
  • Exhibits54: Chart on Comparison by Deployment
  • Exhibits55: Data Table on Comparison by Deployment
  • Exhibits56: Chart on On-premises - Market size and forecast 2024-2029 ($ million)
  • Exhibits57: Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
  • Exhibits58: Chart on On-premises - Year-over-year growth 2024-2029 (%)
  • Exhibits59: Data Table on On-premises - Year-over-year growth 2024-2029 (%)
  • Exhibits60: Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Exhibits61: Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Exhibits62: Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Exhibits63: Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Exhibits64: Chart on Hybrid - Market size and forecast 2024-2029 ($ million)
  • Exhibits65: Data Table on Hybrid - Market size and forecast 2024-2029 ($ million)
  • Exhibits66: Chart on Hybrid - Year-over-year growth 2024-2029 (%)
  • Exhibits67: Data Table on Hybrid - Year-over-year growth 2024-2029 (%)
  • Exhibits68: Market opportunity by Deployment ($ million)
  • Exhibits69: Data Table on Market opportunity by Deployment ($ million)
  • Exhibits70: Chart on Industry Application - Market share 2024-2029 (%)
  • Exhibits71: Data Table on Industry Application - Market share 2024-2029 (%)
  • Exhibits72: Chart on Comparison by Industry Application
  • Exhibits73: Data Table on Comparison by Industry Application
  • Exhibits74: Chart on BFSI - Market size and forecast 2024-2029 ($ million)
  • Exhibits75: Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
  • Exhibits76: Chart on BFSI - Year-over-year growth 2024-2029 (%)
  • Exhibits77: Data Table on BFSI - Year-over-year growth 2024-2029 (%)
  • Exhibits78: Chart on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
  • Exhibits79: Data Table on Healthcare and life sciences - Market size and forecast 2024-2029 ($ million)
  • Exhibits80: Chart on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
  • Exhibits81: Data Table on Healthcare and life sciences - Year-over-year growth 2024-2029 (%)
  • Exhibits82: Chart on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
  • Exhibits83: Data Table on IT and telecommunications - Market size and forecast 2024-2029 ($ million)
  • Exhibits84: Chart on IT and telecommunications - Year-over-year growth 2024-2029 (%)
  • Exhibits85: Data Table on IT and telecommunications - Year-over-year growth 2024-2029 (%)
  • Exhibits86: Chart on Retail and E-commerce - Market size and forecast 2024-2029 ($ million)
  • Exhibits87: Data Table on Retail and E-commerce - Market size and forecast 2024-2029 ($ million)
  • Exhibits88: Chart on Retail and E-commerce - Year-over-year growth 2024-2029 (%)
  • Exhibits89: Data Table on Retail and E-commerce - Year-over-year growth 2024-2029 (%)
  • Exhibits90: Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Exhibits91: Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Exhibits92: Chart on Others - Year-over-year growth 2024-2029 (%)
  • Exhibits93: Data Table on Others - Year-over-year growth 2024-2029 (%)
  • Exhibits94: Market opportunity by Industry Application ($ million)
  • Exhibits95: Data Table on Market opportunity by Industry Application ($ million)
  • Exhibits96: Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Exhibits97: Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits98: Data Table on Market share By Geographical Landscape 2024-2029 (%)
  • Exhibits99: Chart on Geographic comparison
  • Exhibits100: Data Table on Geographic comparison
  • Exhibits101: Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits102: Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Exhibits103: Chart on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits104: Data Table on North America - Year-over-year growth 2024-2029 (%)
  • Exhibits105: Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits106: Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Exhibits107: Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits108: Data Table on Europe - Year-over-year growth 2024-2029 (%)
  • Exhibits109: Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits110: Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Exhibits111: Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits112: Data Table on APAC - Year-over-year growth 2024-2029 (%)
  • Exhibits113: Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits114: Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Exhibits115: Chart on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits116: Data Table on South America - Year-over-year growth 2024-2029 (%)
  • Exhibits117: Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits118: Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Exhibits119: Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits120: Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Exhibits121: Chart on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits122: Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Exhibits123: Chart on US - Year-over-year growth 2024-2029 (%)
  • Exhibits124: Data Table on US - Year-over-year growth 2024-2029 (%)
  • Exhibits125: Chart on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits126: Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Exhibits127: Chart on China - Year-over-year growth 2024-2029 (%)
  • Exhibits128: Data Table on China - Year-over-year growth 2024-2029 (%)
  • Exhibits129: Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits130: Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Exhibits131: Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits132: Data Table on Canada - Year-over-year growth 2024-2029 (%)
  • Exhibits133: Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits134: Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Exhibits135: Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits136: Data Table on Germany - Year-over-year growth 2024-2029 (%)
  • Exhibits137: Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits138: Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Exhibits139: Chart on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits140: Data Table on UK - Year-over-year growth 2024-2029 (%)
  • Exhibits141: Chart on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits142: Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Exhibits143: Chart on France - Year-over-year growth 2024-2029 (%)
  • Exhibits144: Data Table on France - Year-over-year growth 2024-2029 (%)
  • Exhibits145: Chart on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits146: Data Table on Brazil - Market size and forecast 2024-2029 ($ million)
  • Exhibits147: Chart on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits148: Data Table on Brazil - Year-over-year growth 2024-2029 (%)
  • Exhibits149: Chart on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits150: Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Exhibits151: Chart on India - Year-over-year growth 2024-2029 (%)
  • Exhibits152: Data Table on India - Year-over-year growth 2024-2029 (%)
  • Exhibits153: Chart on Italy - Market size and forecast 2024-2029 ($ million)
  • Exhibits154: Data Table on Italy - Market size and forecast 2024-2029 ($ million)
  • Exhibits155: Chart on Italy - Year-over-year growth 2024-2029 (%)
  • Exhibits156: Data Table on Italy - Year-over-year growth 2024-2029 (%)
  • Exhibits157: Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Exhibits158: Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Exhibits159: Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Exhibits160: Data Table on Japan - Year-over-year growth 2024-2029 (%)
  • Exhibits161: Market opportunity By Geographical Landscape ($ million)
  • Exhibits162: Data Tables on Market opportunity By Geographical Landscape ($ million)
  • Exhibits163: Impact of drivers and challenges in 2024 and 2029
  • Exhibits164: Overview on criticality of inputs and factors of differentiation
  • Exhibits165: Overview on factors of disruption
  • Exhibits166: Impact of key risks on business
  • Exhibits167: Companies covered
  • Exhibits168: Company ranking index
  • Exhibits169: Matrix on companies position and classification
  • Exhibits170: Amazon.com Inc. - Overview
  • Exhibits171: Amazon.com Inc. - Business segments
  • Exhibits172: Amazon.com Inc. - Key news
  • Exhibits173: Amazon.com Inc. - Key offerings
  • Exhibits174: Amazon.com Inc. - Segment focus
  • Exhibits175: SWOT
  • Exhibits176: Anthropic - Overview
  • Exhibits177: Anthropic - Product / Service
  • Exhibits178: Anthropic - Key offerings
  • Exhibits179: SWOT
  • Exhibits180: Arize AI, Inc. - Overview
  • Exhibits181: Arize AI, Inc. - Product / Service
  • Exhibits182: Arize AI, Inc. - Key offerings
  • Exhibits183: SWOT
  • Exhibits184: Comet ML Inc. - Overview
  • Exhibits185: Comet ML Inc. - Product / Service
  • Exhibits186: Comet ML Inc. - Key offerings
  • Exhibits187: SWOT
  • Exhibits188: Databricks Inc. - Overview
  • Exhibits189: Databricks Inc. - Product / Service
  • Exhibits190: Databricks Inc. - Key offerings
  • Exhibits191: SWOT
  • Exhibits192: Evidently AI - Overview
  • Exhibits193: Evidently AI - Product / Service
  • Exhibits194: Evidently AI - Key offerings
  • Exhibits195: SWOT
  • Exhibits196: Fiddler Labs Inc. - Overview
  • Exhibits197: Fiddler Labs Inc. - Product / Service
  • Exhibits198: Fiddler Labs Inc. - Key offerings
  • Exhibits199: SWOT
  • Exhibits200: Google LLC - Overview
  • Exhibits201: Google LLC - Product / Service
  • Exhibits202: Google LLC - Key offerings
  • Exhibits203: SWOT
  • Exhibits204: Hugging Face - Overview
  • Exhibits205: Hugging Face - Product / Service
  • Exhibits206: Hugging Face - Key offerings
  • Exhibits207: SWOT
  • Exhibits208: International Business Machines Corp. - Overview
  • Exhibits209: International Business Machines Corp. - Business segments
  • Exhibits210: International Business Machines Corp. - Key news
  • Exhibits211: International Business Machines Corp. - Key offerings
  • Exhibits212: International Business Machines Corp. - Segment focus
  • Exhibits213: SWOT
  • Exhibits214: Microsoft Corp. - Overview
  • Exhibits215: Microsoft Corp. - Business segments
  • Exhibits216: Microsoft Corp. - Key news
  • Exhibits217: Microsoft Corp. - Key offerings
  • Exhibits218: Microsoft Corp. - Segment focus
  • Exhibits219: SWOT
  • Exhibits220: Scale - Overview
  • Exhibits221: Scale - Product / Service
  • Exhibits222: Scale - Key offerings
  • Exhibits223: SWOT
  • Exhibits224: Seldon Technologies - Overview
  • Exhibits225: Seldon Technologies - Product / Service
  • Exhibits226: Seldon Technologies - Key offerings
  • Exhibits227: SWOT
  • Exhibits228: Weights and Biases - Overview
  • Exhibits229: Weights and Biases - Product / Service
  • Exhibits230: Weights and Biases - Key offerings
  • Exhibits231: SWOT
  • Exhibits232: WhyLabs, Inc. - Overview
  • Exhibits233: WhyLabs, Inc. - Product / Service
  • Exhibits234: WhyLabs, Inc. - Key offerings
  • Exhibits235: SWOT
  • Exhibits236: Inclusions checklist
  • Exhibits237: Exclusions checklist
  • Exhibits238: Currency conversion rates for US$
  • Exhibits239: Research methodology
  • Exhibits240: Information sources
  • Exhibits241: Data validation
  • Exhibits242: Validation techniques employed for market sizing
  • Exhibits243: Data synthesis
  • Exhibits244: 360 degree market analysis
  • Exhibits245: List of abbreviations