What goes into cloud COGS
Production compute, customer-facing storage and bandwidth, managed databases serving customer traffic, CDN, customer-facing third-party APIs (Stripe, Twilio, etc.), and the operations/SRE labor that keeps it running. Internal staging, dev, analytics, and back-office workloads typically stay in operating expense.
Why it shapes valuation
SaaS gross margin is one of the headline numbers boards and investors evaluate — public-market benchmarks center around 75–80%. Cloud spend is usually the second-largest line in COGS after payment processing for vertical SaaS, and the line most under operating control. Getting cloud allocated to COGS correctly is the difference between a defensible 78% gross margin and a confusing 65%.
Calculate your cloud COGS in under two minutes
The Tovin.io Cloud COGS Calculator at /tools/cloud-cogs-calculator takes three inputs (monthly cloud bill, paying customers, MRR) and outputs cloud COGS per customer, cloud COGS as a percent of revenue, and implied SaaS gross margin against the public-company healthy band. No email gate. Use it as the back-of-envelope before sitting down to the formal cost-center allocation work.
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Frequently asked
Does dev / staging spend belong in COGS?
Usually no — dev and staging environments support engineering, not the customer-facing product. They typically sit in R&D operating expense. Production environments that serve paying customers belong in COGS.
How do you separate prod from non-prod in a shared account?
Tags, account boundaries, and project naming. The fastest fix is account separation — production lives in a dedicated cloud account so the billing export is unambiguous, with mapping rules covering shared services.
Is there a free calculator for cloud COGS?
Yes — the Tovin.io Cloud COGS Calculator at /tools/cloud-cogs-calculator is free and unguarded. Inputs are monthly cloud bill, paying customers, and MRR; outputs are cloud COGS per customer, percent of revenue consumed by cloud, and implied SaaS gross margin against the 75–80% public-SaaS band.