Confidence in Data

We don't cut corners when it comes to quality.

Our data is triple checked before being verified by our proprietary flagging system.

Then we categorize comps into 110+ logical baskets - so you compare apples-to-apples.

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New Paradigm in Valuation Data

No more dead micro caps or “estimated” M&A data.
Multiples brings the highest quality, manually manipulated and calendarized comps, delivered via deep sector segmentation and smart financial filtering.

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The foundation of our financials is from S&P Capital IQ, unrivalled in the industry as offering the highest quality fundamentals and estimates. We constantly monitor the ecosystem for new IPOs and delistings, so you never have to cross check against industry reports again.

Our private valuation data consists of exit multiples (M&A) and VC rounds data points. We source this data through proprietary investment banking research and custom-built, long-maintained, in-house databases. Data is complemented by verified 3rd party providers like Mergermarket, Crunchbase, Dealroom and more.

We run a triple-check process on our data. Once data is derived, we run it through the proprietary red-flagging system, compare with other verified online sources and sense-check it with our investment banking team.

For an additional sense check, our unique system identifies any valuation metrics which have changed beyond realistic levels from one data update to another - red flagging them to our team for a manual review. This is done via our proprietary software tool that mirrors and tracks Multiples database development.

We cover 2,000+ handpicked public comps and 5,000+ private deal multiples across the North America, Europe, Middle East, Africa, Asia-Pacific and Latin America.

Quality over quantity. Irrelevant or badly categorized data points massively distort results (and therefore implied valuations). We deliberately exclude data with suspicious-looking numbers, unverified multiples or those too small to meaningfully impact analysis. We make sure you compare similar business models, relevant sectors and always work with up-to-date, accurate data.

We take care of all the details, so you can focus on extracting insights. All data points are calendarized to December year end for an apples-to-apples comparison, and we constantly monitor for potential issues like ticker changes and company acquisitions.

Public comps data is updated every 24h, private transaction data is updated every 7 days.

Sector Granularity

We manually split our comps into 110+ granular verticals with our own points
layered on top such as shortnames, logos, websites, milestone dates etc.

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Click through segments to see full list of tags

Calendarized financial and operational data

All public data available for 2024-2026, LTM and NTM periods

  • Enterprise Value
  • Market Cap
  • EV/Revenue
  • Growth-Adj. EV/Revenue
  • Growth-Adj. EV/EBITDA
  • EV / FCF
  • Revenue % Growth
  • EBITDA % Growth
  • Earnings % Growth
  • EBITDA Margins
  • Gross Margins
  • Net Margins
  • Rule of 40
  • S&M as % of Revenue
  • G&A as % of Revenue
  • R&D as % of Revenue
  • Opex as % of Revenue
  • Revenue per FTE
  • Opex per FTE
  • Dividend Yield
  • IPO Return
  • P/E
  • P/E-to-Growth
  • EPS
  • Stock Prices
  • Founded to IPO
  • IPO to Today

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