Private Markets Analytics

Measuring what truly drives performance.

Gottschalg Performance Intelligence is an independent provider of track-record analytics and certification for private market investors. We use proprietary, research-grounded algorithms to quantify return, risk and strategy.

7,500+

private equity deals analysed

450+

private equity funds in our dataset

$262bn

raised by clients we supported, 2012–2020

25+

years of private equity performance research

Approach

Objective evidence for the decisions that matter most in private markets.

Fund Managers

Raise capital with credible, independent proof of skill.

General partners use our certified analytics to show investors where their performance comes from, so they can fundraise more effectively and efficiently.

Asset Owners

Select managers and construct portfolios with confidence.

Limited partners rely on our metrics to support due diligence, portfolio design and investment decisions, going beyond headline IRR and multiples.

Our Analytics

12 Dimensions of Skill across Performance, Strategy and Risk.

A proprietary framework that goes beyond IRR and multiples. It isolates genuine manager skill, explains where value is created and quantifies the risk behind the returns.

01–05

Performance

  1. Outperforming public markets & PME Alpha
  2. Outperforming private markets
  3. Consistency of outperformance
  4. Sources of value
  5. Valuation diagnostics

06–09

Strategy

Strategic distinctiveness: how investments differ from mainstream private equity in timing, size, geography and industry, with evidence of proprietary deal flow and a consistent strategy.

10–12

Risk

  1. Downturn resilience
  2. Return stability
  3. Risk mitigation

Solutions

Focused analyses for specific questions.

Risk-Return G-Score

A single measure of risk-adjusted return for buyout managers that combines PME outperformance with return stability. A fund’s G-Score shows a significant correlation with the performance of its successor funds.

Beyond DPI

Evidence of GP skill in largely unrealised portfolios. It covers value-driver evolution, deal-flow quality, exit capability and strategic consistency during a period of delayed distributions.

PE Value Creator Score

A five-dimension assessment of a sponsor’s track record that shows founders and management teams, objectively, why it is the best acquirer for their business.

France Invest Calculator

An advanced risk and return calculator adapted to the French private equity market, including PME outperformance measurement.

Research

The methodology behind the HEC Paris – Dow Jones Private Equity Performance Rankings.

Since 2009, we have contributed the core methodology for the industry’s leading performance-based rankings of private equity firms, which now span buyout, venture, growth, secondaries and fund-of-funds strategies.

2025

Large Buyout Performance Ranking

Download report

2025

Upper Mid-Market Buyout Ranking

Download report

2025

Lower Mid-Market Buyout Ranking

Download report

2025

Small Cap Buyout Ranking

Download report

Reports from 2009 onward are in the rankings archive.

Team

An experienced, stable team.

A diverse global team with deep expertise in corporate finance advisory, consulting, data science and technology. Team members have worked with Professor Gottschalg for eight years on average.

Prof. Oliver Gottschalg

Prof. Oliver Gottschalg

Founder & Head of Research

Professor, HEC Paris. Previously INSEAD and Bain & Company. PhD, INSEAD.

Srinivas Vadrevu

Srinivas Vadrevu

Head of Product

MBA, IIM Calcutta. CEMS Masters in International Mgmt., HEC Paris. Bachelors in Technology , IIT Hyderabad

Martina Gottschalg

Martina Gottschalg

Head of Data Analytics

Previously HEC. Business Administration, Silesian University Opava.

Gabriel Robet, CFA, CAIA

Gabriel Robet, CFA, CAIA

Senior Data Analyst

Previously EIF, Deutsche Bank and EY. MSc Finance, London Business School.

Yang Yue

Yang Yue

Senior Software Developer

Paris Graduate School of Management. ESC Marseille. Fudan University.

Jane Rundquist

Jane Rundquist

Senior Software Developer

30+ years’ experience. University of California, Davis. Luther College.

Hugh Rees-Beaumont

Hugh Rees-Beaumont

Quantitative Associate

Bianca Weber

Bianca Weber

Executive Assistant

Previously HypoVereinsbank, Aareal Bank and Raiffeisenbank Munich.

Contact

Let’s discuss your requirements.

We are available for initial discussions, walkthroughs of our metrics and conversations about your specific needs.

Email

info@gottschalg.com

Telephone

+49 69 2557 7800

Office

Römerberg 8
60311 Frankfurt am Main
Germany