Ben Murray
SaaS Metrics School
Ben Murray brings you actionable SaaS metrics lessons that he has learned through years of being in the SaaS CFO trenches. Whether you are new to SaaS or a SaaS veteran, learn the latest SaaS and AI metrics, finance, and accounting tactics that drive financial transparency and improved decision-making. Ben’s SaaS metrics blog consistently rates a 70+ NPS, and his templates have been downloaded over 100,000 times. There is always something to learn about SaaS and AI metrics.
Author
Ben Murray
Category
Podcast website
Latest episode
Jul 2, 2026
Where to listen?
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Episodes
Should I Code Bonuses to COGS or OpEx? 01.10.2023 2:24
In episode #80, I address bonus coding and accruals. Accurate coding of employee-related expenses is critical to an accurate SaaS P&L. - Where should I code bonuses? - Should I accrue bonuses? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’s SaaS community here: https://ww...
When Should I Implement the Rule of 40 Metric? 30.09.2023 3:02
Episode 79 – When Should I Implement the Rule of 40 Metric? In episode #79, I address the Rule of 40 metric. It’s back in style but many blog posts say this is a “big” company metric. Should I calculate the Rule of 40 if I’m less than $10M ARR? - What is the Rule of 40? - When should I measure? - When is it a red flag? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cf...
What’s the Difference Between Tech Support and Customer Success 29.09.2023 2:25
Episode 78 – What’s the Difference Between Tech Support and Customer Success In episode #78, I address the blurring of COGS departments in early-stage SaaS. Often, staff wear many hats, and their duties span multiple departments. - What is tech support? - What is customer success? - Importance of expense coding Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-u...
Don’t Record Discounts Separately from Your Subscription Revenue 28.09.2023 2:58
In episode #77, I address subscription revenue and discounts. This is a point I really hammer on in my SaaS metrics course. Your MRR schedule must be reported net. We are not talking the whole net versus gross accounting issue. That’s a whole other subject. - Net or gross revenue - Where to record discounts - How to track discounts Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bc...
Where Do I Code Platform Fees 27.09.2023 2:50
In episode #76, I address the platform fees. In some cases, SaaS companies build on top of other platforms. An example would be an app on ServiceNow. This allows for faster development but introduces platform risk to our company. - Platform fees - Platform risk Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://w...
Make Sure You Understand and Define What a Customer Means 26.09.2023 3:38
In episode #75, I address the definition of a customer. What’s your prize? This affects how you track data and can completely skew your metrics if defined improperly. - What’s your prize - How to define a customer - Tying customer data together Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy...
When Do You Need a Fractional CFO? 25.09.2023 3:28
In episode #74, I address the world of fractional help. I’ll focus on the CFO but also share other fractional roles that I see in SaaS companies with less than $10M ARR. - Fractional CFO - Interim CFO - Other fractional roles Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’s Sa...
Your CPA and Bookkeeper Need to Break Up 24.09.2023 2:57
Episode 73 – Your CPA and Bookkeeper Need to Break Up In episode #73, I address how your early-stage accounting team transitions. I see this over and over and eventually, you need to specialize. - Tax CPA - Bookkeeper Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’s SaaS commu...
How to Run Retention Analysis When You Have Two Revenue Streams 23.09.2023 2:23
Episode 72 – How to Run Retention Analysis When You Have Two Revenue Streams In episode #72, I dive into retention and revenue streams. It can be dangerous to run aggregate retention on multiple revenue streams. - What is retention? - What revenue streams? - SMB vs. Enterprise Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses...
How Do You Measure MRR When It’s Usage with No Minimums? 22.09.2023 2:23
Episode 71 – How Do You Measure MRR When It’s Usage with No Minimums? In episode #71, I dive into the wild world of variable revenue. It can be difficult to report. And it makes metrics calculations more difficult. - What is variable revenue? - How do we report MRR? - Considerations with metrics Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page S...
What is Managed Services? 21.09.2023 2:40
In episode #70, I dive into services revenue. Managed services is not professional services and must be reported separately. What is managed services? How do we report managed services? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’s SaaS community here: https://www.thesaasac...
When Does a Renewal Become a Booking? 20.09.2023 2:57
In episode #69, I dive into bookings and renewals. Not all renewals are a software booking. But a software booking can come from a renewal. - What is a renewal? - When does a renewal become a booking? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’s SaaS community here: https:...
How Do We Track Usage that Exceeds Pricing Tiers? 19.09.2023 3:03
In episode #68, I dive into revenue reporting and variable revenue. If we offer subscription pricing tiers that cover usage levels, how do we track excess? - Pricing scenarios - How to track excess over minimums? - Unique product ID’s / SKU’s / general ledger accounts Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: ht...
What Month Do We Report a Churn? 18.09.2023 2:20
In episode #67, I dive into churn reporting. This is a very common question. What month do we report churn? Finance and Customer Success like to report two different ways. - What is churn? - How should we report this? - What systems track this? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://www.thesaasacademy...
What is the Difference Between a Cross-sell and an Upsell? 17.09.2023 1:36
In episode #66, I dive into expansion lingo. It’s important to track expansion correctly but you may have multiple product lines and multiple sales teams. Let’s get detailed in our reporting. - What is a cross-sell? - What is an upsell? - Why does this matter? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here: https://ww...
How Do You Measure Bookings with Multi-year Contracts? 16.09.2023 2:26
In episode #65, I dive into the world bookings reports. It’s important that we have a common basis for reporting software bookings. This affects analysis, due diligence, and revenue forecasting. - What is a booking? - Should we use ARR or TCV? - What if there is a step up in price each year? Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS...
How to Benchmark Your SaaS Business 15.09.2023 3:58
In episode #64, I dive into the world of SaaS benchmarks and reports. I’ll cover my favorite benchmark data sources and reports. And how I benchmark my SaaS clients. - The danger of aggregate benchmarks - How I benchmark SaaS companies - Benchmark data sources Check out: https://www.benchmarkit.ai/ Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landin...
Timing Mismatch Between Bookings Date and CAC 14.09.2023 3:58
Episode 63 – Timing Mismatch Between Bookings Date and CAC In episode #63, I dive into how our bookings date may affect our sales and marketing efficiency metrics. There are two main camps when it comes to what date we used for our closed own opportunity. - Two main camps for bookings date - How does this impact S&M efficiency metrics Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1d...
Usage-based Revenue and Your COGS Setup 13.09.2023 2:53
In episode #62, I dive into revenue and COGS when we have usage-based revenue. Or really any type of variable revenue. Our revenue streams dictate the setup of our COGS section on our SaaS P&L. - Variable revenue - COGS for variable revenue - Margins by revenue stream Subscribe to Ben’s SaaS newsletter: https://mailchi.mp/df1db6bf8bca/the-saas-cfo-sign-up-landing-page SaaS Metrics courses here...
Never Multiply by 12 to Annualize Your Retention Numbers 12.09.2023 2:46
In episode #61, I dive into retention math. Gross revenue retention and net revenue retention are “must-have” metrics. But it gets confusing on how to properly annualize monthly retention numbers. - Don’t x 12 - To the power of - Annualize monthly, quarterly, and semi-annual How to create your MRR schedule lesson: https://www.thesaasacademy.com/offers/gmbMDsYN/checkout Subscribe to Ben’s SaaS news...
Net Revenue Retention is a Must-have Metric 11.09.2023 2:57
In episode #60, I dive into Net Revenue Retention. It is a “must-have” metric and required when going through due diligence. It relies on a clean MRR schedule. - What is NRR - Expansion - Contraction - Churn - Time period to measure - Net revenue retention benchmarks How to create your MRR schedule lesson: https://www.thesaasacademy.com/offers/gmbMDsYN/checkout SaaS Metrics courses here: https://w...
You Must Calculate Your Gross Revenue Retention 10.09.2023 2:43
In episode #59, I dive into Gross Revenue Retention. It is a “must-have” metric and required when going through due diligence. It relies on a clean MRR schedule. - What is GRR? - Contraction - Churn - Gross revenue retention benchmarks How to create your MRR schedule lesson: https://www.thesaasacademy.com/offers/gmbMDsYN/checkout SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’...
Your P&L is Wrong If You Are Reporting > 10M ARR and 90% Gross Margin 09.09.2023 3:08
In episode #58, I dive into the proper SaaS P&L setup. This is fundamental to good SaaS financial management. There is a progression to our financial maturity. And clear signals that we don't have our financials set up correctly. - The SaaS P&L setup - COGS vs. OpEx - What are best-in-class margins? SaaS Metrics courses here: https://www.thesaasacademy.com/ Join Ben’s SaaS community here:...
Finally SaaS Metrics Pillar 5 Focuses on Efficiency and ROI 08.09.2023 3:06
In episode #57, I dive into my 5 Pillar SaaS Metrics Framework. There is a progression to our financial maturity and our metrics. Today, let’s talk about Pillar 5 which is usually everyone’s favorite pillar. - CAC - CAC Payback Period - Cost of ARR - SaaS Magic Number - Rev per FTE - ROSE Metric - R&D Investment Efficiency Download my framework here: https://www.thesaascfo.com/downloads/five-p...
SaaS Metrics Pillar 4 Focuses on Your Financial Profile 07.09.2023 2:43
In episode #56, I dive into my 5 Pillar SaaS Metrics Framework. There is a progression to our financial maturity and our metrics. Today, let’s talk about Pillar 4 and your financial profile. - Rule of 40 - R&D as % of revenue - S&M as % of revenue - G&A as % of revenue - EBITDA - Operating leverage Check out Episode 38 for more on your OpEx profile: https://podcasts.apple.com/us/p...
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