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Sprint When You See It

8/25/24 Benchmarks for Operators

CJ Gustafson's avatar
CJ Gustafson
Aug 25, 2024
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Sprint When You See It

There are a lot of companies who’ve been perpetually 18 months away from profitability.

In 2021 they were 18 months away. In 2022 they were still 18 months away. And today? You guessed it.

An investor once told me you should sprint to profitability once you are within striking distance. Almost all other goals should become subservient when you sense you’re in reach. In other words: “Don’t hang around the hoop.”

Why?

It shows you are serious.

Where Are All the Serious People? By Maria Grant - Talbot Spy

When you get there, you’ve de-risked your story. Like it or not, regardless of your stellar growth rate, there will always be some sort of discount applied to the fact that you don’t yet fully control your own destiny.

And once you’re breakeven, your annual growth rate essentially becomes your investor’s new IRR (internal rate of return).

We have to remember that the value of a company is predicated on the value of it’s future cash flows, discounted back to the present. So if you don’t have real cash flows yet, we’re estimating a future state in which you are at that point.

And it’s a lot easier to believe a story that you’ll eventually get to +25% free cash flows at scale when you’re even just 2% to 3% of the way there today, versus making that same claim while you’re -10% below the line.

No matter how small, once you cross that line, you enter a hallowed club of businesses that actually make money. And members of that club get better treatment in analyst models.

Subscribe to stay up to date on technology valuations across multiple sectors. We give you the tools to build your own comp sets.

TL;DR: Multiples are UP week-over-week.

Top 10 Medians:

  • EV / NTM Revenue = 13.5x (+0.3x w/w)

  • CAC Payback = 17 months (+2 months w/w)

  • Rule of 40 = 54% (+4% w/w)

  • Revenue per Employee = $527K (flat w/w)

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  • Figures for each index are measured at the Median

  • Median and Top 10 Median are measured across the entire data set, where n = 109

  • Population Sizes:

    • Security: 17

    • Database and Infra: 14

    • Backoffice: 15

    • Marcom: 16

    • Marketplace: 15

    • Fintech: 16

    • Vertical SaaS: 16

  • If you’d like the company level metrics used in these reports, upgrade to paid and you can download the excel sheet at the bottom of this post

Upgrade for full data set

Revenue Multiples

Revenue multiples are a shortcut to compare valuations across the technology landscape, where companies may not yet be profitable. The most standard timeframe for revenue multiple comparison is on a “Next Twelve Months” (NTM Revenue) basis.

NTM is a generous cut, as it gives a company “credit” for a full “rolling” future year. It also puts all companies on equal footing, regardless of their fiscal year end and quarterly seasonality.

However, not all technology sectors or monetization strategies receive the same “credit” on their forward revenue, which operators should be aware of when they create comp sets for their own companies. That is why I break them out as separate “indexes”.

Reasons may include:

  • Recurring mix of revenue

  • Stickiness of revenue

  • Average contract size

  • Cost of revenue delivery

  • Criticality of solution

  • Total Addressable Market potential

From a macro perspective, multiples trend higher in low interest environments, and vice versa.

Multiples shown are calculated by taking the Enterprise Value / NTM revenue.

Enterprise Value is calculated as: Market Capitalization + Total Debt - Cash

Market Cap fluctuates with share price day to day, while Total Debt and Cash are taken from the most recent quarterly financial statements available. That’s why we share this report each week - to keep up with changes in the stock market, and to update for quarterly earnings reports when they drop.

Historically, a 10x NTM Revenue multiple has been viewed as a “premium” valuation reserved for the best of the best companies.

Efficiency Benchmarks

Companies that can do more with less tend to earn higher valuations.

Three of the most common and consistently publicly available metrics to measure efficiency include:

  • CAC Payback Period: How many months does it take to recoup the cost of acquiring a customer?

CAC Payback Period is measured as Sales and Marketing costs divided by Revenue Additions, and adjusted by Gross Margin.

Here’s how I do it:

  • Sales and Marketing costs are measured on a TTM basis, but lagged by one quarter (so you skip a quarter, then sum the trailing four quarters of costs). This timeframe smooths for seasonality and recognizes the lead time required to generate pipeline.

  • Revenue is measured as the year-on-year change in the most recent quarter’s sales (so for Q2 of 2024 you’d subtract out Q2 of 2023’s revenue to get the increase), and then multiplied by four to arrive at an annualized revenue increase (e.g., ARR Additions).

  • Gross margin is taken as a % from the most recent quarter (e.g., 82%) to represent the current cost to serve a customer


  • Revenue per Employee: On a per head basis, how much in sales does the company generate each year? The rule of thumb is public companies should be doing north of $450k per employee at scale. This is simple division. And I believe it cuts through all the noise - there’s nowhere to hide.

Revenue per Employee is calculated as: (TTM Revenue / Total Current Employees)


  • Rule of 40: How does a company balance topline growth with bottom line efficiency? It’s the sum of the company’s revenue growth rate and EBITDA Margin. Netting the two should get you above 40 to pass the test.

Rule of 40 is calculated as: TTM Revenue Growth % + TTM Adjusted EBITDA Margin %


A few other notes on efficiency metrics:

  • Net Dollar Retention is another great measure of efficiency, but many companies have stopped quoting it as an exact number, choosing instead to disclose if it’s above or below a threshold once a year. It’s also uncommon for some types of companies, like marketplaces, to report it at all.

  • Most public companies don’t report net new ARR, and not all revenue is “recurring”, so I’m doing my best to approximate using changes in reported GAAP revenue. I admit this is a “stricter” view, as it is measuring change in net revenue.


Operating Expenditures

Decreasing your OPEX relative to revenue demonstrates Operating Leverage, and leaves more dollars to drop to the bottom line, as companies strive to achieve +25% profitability at scale.

The most common buckets companies put their operating costs into are:

  • Cost of Goods Sold: Customer Support employees, infrastructure to host your business online, API tolls, and banking fees if you are a FinTech.

  • Sales & Marketing: Sales and Marketing employees, advertising spend, demand gen spend, events, conferences, tools

  • Research & Development: Product and Engineering employees, development expenses, tools

  • General & Administrative: Finance, HR, and IT employees… and everything else. Or as I like to call myself “Strategic Backoffice Overhead”

All of these are taken on a Gaap basis and therefore INCLUDE stock based comp, a non cash expense.


Want to build your own comp set?

Illustrative

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