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SaaS Metrics School

Do You Know the Difference Between SaaS Math and AI Math?

SaaS Metrics School · 2025-11-15 · 5 min

Episode notes

In episode #329, Ben Murray, The SaaS CFO, breaks down the growing debate around SaaS economics versus AI economics. A recent post claimed that “SaaS metrics are broken” and that traditional KPIs no longer apply to AI companies. Ben challenges this idea and walks through why recurring revenue metrics still matter, how revenue models differ across SaaS and AI, and what CFOs need to understand about gross margin, unit economics, and total addressable market. Key Topics Covered Why claims that SaaS metrics are “broken” are inaccurate The difference between SaaS economics and AI economics Why recurring revenue metrics still apply to AI companies How subscription versus usage revenue impacts KPI calculation Gross margin expectations for SaaS vs.

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