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    3. Epoch AI

    Epoch AI

    To improve society’s understanding of AI’s drivers, progress, and impact by providing a neutral, evidence-based scientific foundation for decision-making.

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    At a Glance

    1Tool Listed
    4Products
    12Tool Views
    4Capabilities
    Discussions
    Remote / GlobalHeadquarters
    2022Est.
    35Employees
    $16MRaised
    Focus Areas
    Academic Research
    Business Intelligence
    LLM Evaluations
    Latest News
    Epoch AI 2025 Impact Report: $10M+ Raised and 100+ Research OutputsFeb 15, 2025
    Launch of FrontierMath: A New Gold Standard for AI Math EvaluationNov 20, 2024
    Markets
    • Governments
    • Intergovernmental Organizations
    • AI Research Labs
    • Policy Think Tanks

    AI Tools by Epoch AI

    (1)
    View Epoch AI
    Epoch AI tool icon

    Epoch AI

    AI Research and Trend Analysis

    Academic ResearchBusiness IntelLLM Evaluations

    Discussions

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    Latest News

    02/15/2025

    Epoch AI 2025 Impact Report: $10M+ Raised and 100+ Research Outputs

    epoch.ai
    11/20/2024

    Launch of FrontierMath: A New Gold Standard for AI Math Evaluation

    epoch.ai
    05/10/2024

    Time Magazine Profile: The Researcher Glimpsing the Future of AI

    time.com
    03/25/2026

    Where Autonomy Works: Epoch AI Evaluates Robot Capabilities in 2026

    epoch.ai

    Products & Services

    4
    Epoch AI Open Databases

    A collection of datasets including ML hardware inventory, AI model training compute estimates, AI company investment data, and GPU cluster listings.

    FrontierMath

    A benchmark suite designed to evaluate the mathematical capabilities of the most advanced (frontier) AI models.

    Research & Analysis Reports

    In-depth reports and blog posts on AI scaling limits, economic impact, and technological trajectories.

    Commissioned Research & Consulting

    Advisory services and custom evaluations for organizations like the UK DSIT and Stanford AI Index.

    Market Position

    Leading independent research institute for empirical AI trend data and compute metrics, filling a gap for non-industry technical analysis.

    Leadership

    Founders

    JS

    Jaime Sevilla

    Co-founder and Executive Director of Epoch AI. He is a PhD candidate in AI at the University of Aberdeen (paused to lead Epoch) and holds degrees in Mathematics and Computer Engineering from the Complutense University of Madrid. His research focuses on technological forecasting and AI trends.

    LH

    Lennart Heim

    Early member of the Epoch AI founding group. He is also a researcher at the RAND Corporation specializing in AI compute and hardware governance.

    PV

    Pablo Villalobos

    Early team member and researcher at Epoch AI, joining as one of the first volunteer-employees after being inspired by Sevilla's early presentations on AI data analysis.

    Executive Team

    JS

    Jaime Sevilla

    Executive Director

    Expert in AI forecasting and training compute trends; PhD candidate in AI (Aberdeen).

    MD

    María de la Lama

    Head of Operations

    Leads organizational strategy and growth; previously a special projects associate with a background in policy and operations.

    Board of Directors

    TD
    Tom Davidson
    Board Member / Advisor (Open Philanthropy)
    AC
    Ajeya Cotra
    Board Member / Advisor (Open Philanthropy)
    JS
    Jaime Sevilla
    Board Member / Executive Director

    Founding Story

    Epoch AI began in 2021 as a volunteer group curating AI model data to bring more empiricism to the industry. Following the success of their 2022 compute trends paper, the group formally established the institute to scale their research on AI trajectories.

    Business Model

    Revenue
    Over $10 million raised in 2025.

    Revenue Model

    Philanthropic grants and donor contributions; commissioned research and advisory services for governments and international organizations.

    Pricing Tiers

    Open Access
    $0

    All datasets and core research reports are provided free to the public.

    Commissioned Research
    Custom

    Bespoke advisory and evaluation services for institutional partners.

    N/A (Nonprofit)

    Target Markets

    Industries & Segments
    • Governments
    • Intergovernmental Organizations
    • AI Research Labs
    • Policy Think Tanks
    Use Cases
    • AI governance and policy
    • Technological forecasting
    • Academic research
    • Industry benchmarking
    Notable Customers
    • UK Department for Science, Innovation & Technology
    • Stanford AI Index
    • Frontier Model Forum

    Quick Facts

    Headquarters
    Remote / Global
    Founded
    2022
    Entity Type
    Independent Nonprofit Organization
    Employees
    35
    Total Funding
    >$16M (Estimated cumulative)
    Investors
    Open Philanthropy, Anonymous Philanthropic Donors
    Office Locations
    Remote / Global
    Madrid
    London

    Funding History

    Grant$1.96M
    2022
    Open Philanthropy
    Grant$4.13M
    2023
    Open Philanthropy
    Annual Funding (Impact Report)>$10M
    2025

    History & Milestones

    2025

    Published over 100 research outputs and reported raising over $10 million in annual funding to scale operations.

    2024

    Launch of the FrontierMath benchmark, a high-difficulty mathematics benchmark for testing the capabilities of frontier AI models.

    2022

    Formal establishment of Epoch AI as a research institute following the success of their influential paper 'Compute Trends Across Three Eras of Machine Learning'.

    2021

    Formation as a volunteer group dedicated to collecting and analyzing AI training data to provide more rigor to the field.

    Key Capabilities

    4
    AI compute estimation models
    Capability benchmarks
    Hardware inventory databases
    Data center forecasting

    Integrations & Partnerships

    Platform Integrations

    • GitHub
    • CSV/API access to datasets

    Key Partnerships

    Stanford University
    UK Department for Science, Innovation & Technology

    Connect

    Website
    epoch.ai

    AI Topics

    3

    Epoch AI focuses on these topics:

    Academic Research(1)
    Business Intelligence(1)
    LLM Evaluations(1)
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