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SaaS magic number calculator

The magic number shows how much new annual recurring revenue each euro of sales and marketing produced. Enter subscription revenue for two consecutive quarters and sales and marketing spend for the earlier one. You get the magic number, the new ARR behind it, what you spent per euro of new ARR, and whether the signal says spend more or fix the model first.

SaaS magic number calculator

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Recurring subscription revenue only, not services.
The quarter just ended.
Fully loaded: salaries, commissions, programmes, tools. The earlier quarter, because spend takes time to convert.

How it is calculated

Magic number = (this quarter’s subscription revenue − last quarter’s) × 4 ÷ last quarter’s sales and marketing spend

This is how Scale Venture Partners, who popularised the name, describe it: annualise the change in subscription revenue between two quarters and divide by the sales and marketing spend of the earlier quarter. The one-quarter lag reflects that spend takes time to turn into revenue.

Worked example

Q2 subscription revenue is 150,000 and Q3 is 165,000. The change is 15,000, annualised 60,000 of new ARR. Q2 sales and marketing spend was 80,000.

60,000 ÷ 80,000 = 0.75. Each euro spent on sales and marketing in Q2 produced 0.75 of new annual recurring revenue.

How to read your result

The 0.5 and 1.0 cut-offs are Scale Venture Partners’ readings of the metric, as described in the sources below. They are not Mazo statistics.

RangeReadingWhat it means
0 or belowNo net growthCheck churn before anything else.
0 to 0.5Fix the model firstScale: a company that has not yet figured out its model.
0.5 to 1.0Viable, not efficientImprove conversion before scaling spend.
1.0 and overInvest moreScale and Tom Tunguz both treat 1.0 as the cut-off.

How to improve it

Check churn before blaming sales

The metric uses net revenue growth, so churn directly lowers it. A magic number of 0.4 with 15% quarterly churn is a retention problem, not a go-to-market one.

Cut spend that has no pipeline attached

Programmes that cannot name the deals they created inflate the denominator. Stop the channel you cannot connect to a closed customer.

Price up, not just more volume

A higher average contract value raises new ARR per deal for the same spend. It is the cheapest way to improve the ratio.

Use a longer window for lumpy deals

One large enterprise deal can swing a single quarter. Average two or three quarters when contracts are big and few.

Common mistakes

Using the same quarter’s spend

The standard calculation uses the earlier quarter, because spend takes time to convert into revenue. The same quarter flatters a company that is ramping spend.

Including services revenue

Only recurring subscription revenue belongs here. One-off implementation fees will make the number look better than the subscription engine really is.

Reading it before you have a repeatable motion

With a handful of deals a quarter the metric is mostly noise. Treat it as a trend, not a verdict.

FAQ

What is a good SaaS magic number?
Scale Venture Partners and Tom Tunguz both treat 1.0 as the point above which investing more in sales and marketing makes sense. Between 0.5 and 1.0 is viable but less efficient, and below 0.5 suggests the model needs work. Scale reports a median across its dataset of roughly 0.7 to 0.8.
Why does the magic number use last quarter’s spend?
Because spend does not convert instantly. Sales and marketing effort in one quarter produces revenue in the next, so the earlier quarter’s spend is the fair cost of the later quarter’s growth.
Does the magic number account for churn and gross margin?
No. It uses net change in revenue, so churn lowers it, but it ignores gross margin entirely. Read it with CAC payback and net revenue retention rather than alone.
When should a startup start tracking it?
Once you have a few quarters of steady sales and marketing spend and enough deals that one does not swing the quarter, usually around €30k to €50k MRR. Before that, use CAC payback.

Spend where it works

Mazo shows which channel earns its spend and which to stop, then runs the weekly plan around it. €99 a month, 14 days free.

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Written by Madalena Rugeroni, founder of Mazo · Updated 10 November 2026. Benchmarks are credited to whoever published them; where a band is Mazo's own it is labelled as a working threshold. Results are a starting point, not financial advice. Mazo is not affiliated with or endorsed by the sources below.

  1. Scale Venture Partners, magic number math
  2. Scale Venture Partners, four vital signs of SaaS
  3. Tom Tunguz, magic numbers