
Lionel Sujay Vailshery
Research expert covering cloud computing and emerging tech industries

Detailed statistics
Machine learning software market share worldwide 2021

Detailed statistics
Number of AI/ML service offerings at hyperscale CSPs worldwide 2020-2021, by provider

Detailed statistics
Funding of Machine Learning Operations/Platform startups worldwide 2024

Usage of AI/ML tools in e-commerce fraud management worldwide 2025
Main types of AI/ML-driven tools for e-commerce fraud management used by online merchants worldwide in 2025

AI adoption in financial services worldwide 2026, by AI and firm type
Active adoption of machine learning (ML), generative artificial intelligence (GenAI), and agentic AI in financial services worldwide in 2026, by AI and firm type

Number of AI and ML investments worldwide 2026, by investor
Number of investments in artificial intelligence (AI) and machine learning (ML) worldwide as of March 3, 2026, by investor or acquirer

Major 20 AI models 2026, by open weights vs. proprietary
Leading 20 artificial intelligence (AI) models in 2026, by open weights vs. proprietary

AI share of total unicorn births worldwide 2015-2025
Artificial Intelligence (AI) share of total unicorn births worldwide from 2015 to 2025

Valuation of new AI unicorns worldwide Q4 2025
Market valuation of new artificial intelligence (AI) unicorns worldwide in 4th quarter 2025 (in billion U.S. dollars)

Leading AI unicorns in the U.S. 2026 by equity funding value
Leading artificial intelligence (AI) unicorns in the United States as of March 2026, by equity funding value (in billion U.S. dollars)

Market value of new AI unicorns in the U.S. 2025
Market valuation of new artificial intelligence (AI) unicorns in the United States in 2025 (in billion U.S. dollars)

Top equity funding deals in AI unicorns in the U.S. Q4 2025
Top equity funding deals in artificial intelligence (AI) unicorns in the United States in 4th quarter 2025 (in billion U.S. dollars)

Challenges limiting AI/ML adoption in drug development 2025
Challenges limiting AI/ML adoption in drug development as of August 2025

Challenges limiting AI/ML adoption in drug development 2025, by companies
Challenges limiting AI/ML adoption in drug development as of August 2025, by companies

Usage of artificial intelligence (AI) by construction companies in the U.S. 2023-2026
Share of construction companies using or expecting to use artificial intelligence (AI) in the United States from 2nd half 2023 to 1st half 2026

New AI unicorns in the U.S. Q4 2020-Q4 2025
Number of new artificial intelligence (AI) unicorns in the United States from 4th quarter 2020 to 4th quarter 2025

New and total AI unicorns worldwide Q4 2025, by region or country
New and total artificial intelligence (AI) unicorns worldwide in 4th quarter 2025, by region or country

AI/ML medical devices approved in the United States 2016-2025, by company
Number of AI/ML medical devices approved by the FDA in the United States from 2016 to 2025, by company

Agentic AI maturity in finance worldwide 2026, with a forecast for 2030, by firm type
Agentic artificial intelligence (AI) maturity in financial services worldwide in 2026, with a forecast for 2030, by firm type

Global AI spending across IT markets 2024-2027, by segment
Spending on artificial intelligence (AI) in IT markets worldwide from 2024 to 2027, by segment (in million U.S. dollars)

AI maturity in financial services worldwide 2026, with a forecast for 2030, by type
Artificial intelligence (AI) maturity in financial services worldwide in 2026, with a forecast for 2030, by type

AI usage by real estate companies in the U.S. 2025-2026, by business function
Share of real estate companies that used artificial intelligence (AI) in the past six months in the United States from November 2025 to February 2026, by business function

AI usage by real estate companies in the U.S. 2025-2026
Share of real estate companies that used artificial intelligence (AI) in the past two weeks in the United States from November 2025 to February 2026

AI usage by real estate companies in the U.S. 2025-2026, by type of task
Share of real estate companies that used artificial intelligence (AI) in the past six months in the United States from November 2025 to February 2026, by type of task

AI and ML exits value worldwide 2020-2025
Value of artificial intelligence (AI) and machine learning (ML) exits from 2020 to 2025 (in billion U.S. dollars)

Perceived open source AI concerns in France, 2025
Risk hierarchy for open source artificial intelligence (AI) in France, in 2025

Perceived open source AI concerns in Brazil, 2025
Risk hierarchy for open source artificial intelligence (AI) in Brazil, in 2025

Perceived open source AI concerns in the U.S., 2025
Risk hierarchy for open source artificial intelligence (AI) in the United States, in 2025

Perceived open source AI concerns in India, 2025
Risk hierarchy for open source artificial intelligence (AI) in India, in 2025

Perceived open source AI concerns worldwide, 2025
Risk hierarchy for open source artificial intelligence (AI) globally, in 2025

Ethical incidents with AI models from 2012-2025
AI incident database tracking of ethical misuse by AI from 2012 to 2025

Number of open banking users in the UK 2019-2026
Number of open banking users in the United Kingdom (UK) from November 2019 to May 2026 (in millions)

Most efficient AI models for text-to-image generation 2026
Best-performing AI models for text-to-image generation in July 2026

Most efficient AI models for text-to-video generation 2026
Best-performing AI models for text-to-video generation in July 2026

Most popular AI models for text processing 2026
Ranking of the most popular AI models for text processing in the LMArena in July 2026

Most efficient AI models for image-to-video generation 2026
Best-performing AI models for image-to-video generation in June 2026

Most efficient AI image-editing models 2026
Best-performing AI models for image editing in July 2026

Most popular AI models for web search 2026
Ranking of the most popular AI models for web search in the LMArena in July 2026

AI model cost per million tokens 2026
Artificial intelligence (AI) model cost output in 2026, per million tokens

Most popular AI models for coding 2026
Ranking of the most popular AI models for coding in July 2026

Most popular AI models for vision 2026
Ranking of the most popular AI models for understanding and processing visual inputs in July 2026

Leading AI companies worldwide 2026, by funding
Leading artificial intelligence (AI) companies worldwide as of April 2026, by funding (in billion U.S. dollars)

Potential AI impact on bank profit pools 2025, by region and product
Potential impact of artificial intelligence (AI) on bank profit pools in 2025, by region and product

Agentic AI adoption in financial institutions worldwide 2025, by business function
Agentic AI use in banking and financial institutions worldwide in 2025, by business function

AI adoption maturity in financial services worldwide 2026, by firm type
Artificial intelligence (AI) adoption maturity in fintechs, traditional financial institutions, and regulators worldwide in 2026, by firm type

Number of AI unicorns in the U.S. 2025
Number of artificial intelligence (AI) unicorns in the United States from 2021 to 2025

Gen AI adoption for financial tasks worldwide 2025, by country
Adoption rate of generative AI (Gen AI) for financial tasks worldwide in 2025, by country

AI use cases for meeting data center electricity demand worldwide 2026
AI use cases for meeting data center electricity demand worldwide as of January 2026

Share of U.S. consumers interested in discovering brands with AI 2026, by generation
Share of consumers interested in discovering brands through artificial intelligence (AI) in the United States in 2026, by generation

AI usage by construction companies in the U.S. 2026, by segment
Share of construction companies using or expecting to use artificial intelligence (AI) in the United States in the 1st half 2026, by segment

Global trust in government regulation of AI 2025, by country
Trust in governments regarding artificial intelligence (AI) regulation worldwide in 2025, by country

AI agent scaled usage in corporations worldwide 2025, by industry and function
Scaled usage of artificial intelligence (AI) agent in corporations in 2025, by industry and fuction

AI impact on profitability in financial services worldwide 2026, by characteristics
Impact of artificial intelligence (AI) on profitability in financial services worldwide in 2026, by characteristics
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