Churn Rate Explained: Customer vs. Revenue Churn and Monthly vs. Annual Rates

Published:
Last Updated:
Category: Marketing Budget & KPI, Marketing Glossary
Authors: Shusaku Yosa
Churn rate measures the share of customers or recurring revenue lost during a period. Customer churn and revenue churn answer different questions. Before calculating either, define the population, the event that counts as churn, and the denominator. This guide uses customers present at the start of the period as a fixed cohort.
Customer churn and revenue churn use different units
Customer churn rate equals customers lost from the opening cohort divided by opening customers, multiplied by 100. If a month begins with 100 customer accounts and 10 of those accounts end their subscriptions during the month, customer churn is 10%. Do not automatically add cancellations from newly acquired customers to losses from that opening cohort.
Metric | Numerator | Denominator | Question answered |
|---|---|---|---|
Customer churn | Opening customers lost | Opening customers | How much of the customer base was lost? |
Gross revenue churn | Churned MRR + contraction MRR | Opening MRR | How much recurring revenue was lost before expansion? |
Net revenue churn | Churned MRR + contraction MRR − expansion MRR | Opening MRR | What was the net loss after existing-customer expansion? |
Monthly recurring revenue, or MRR, normalizes recurring contract value to a monthly amount. It is not necessarily cash collected or accounting revenue recognized that month. Revenue-retention calculations should use the same opening customer group and exclude new-customer MRR, as described in ChartMogul's GRR and NRR explanation.
Fix the population and churn date before reporting
A cancellation request can precede the actual service end date. A failed payment may still be in recovery. Decide which event your report uses and apply it consistently. The distinction between confirmed churn and risk signals is covered in customer churn, cancellation, and disengagement.
Different tools can use different definitions. Stripe Billing's current subscriber-churn definition uses active subscribers 30 days earlier plus new subscribers during the period as its denominator. That differs from the fixed opening-cohort method used here. Reconcile definitions before treating a dashboard mismatch as an error.
- Choose a customer unit: company account, contract, or individual user.
- Deduplicate multiple subscriptions when measuring customers rather than contracts.
- Keep opening customers, new customers, and reactivations separately identifiable.
- Document treatment of discounts, downgrades, currency changes, and the reporting time zone.
A fictional monthly calculation
Suppose a business starts with 100 customers and ¥1,000,000 MRR. Ten opening customers churn, removing ¥100,000. Other opening customers downgrade by ¥50,000 and expand by ¥200,000. New customers add ¥300,000. Assume no reactivations or foreign-exchange effects. These are illustrative figures, not benchmarks.
Measure | Calculation | Result |
|---|---|---|
Customer churn | 10 ÷ 100 | 10% |
Gross revenue churn | (¥100,000 + ¥50,000) ÷ ¥1,000,000 | 15% |
Net revenue churn | (¥100,000 + ¥50,000 − ¥200,000) ÷ ¥1,000,000 | −5% |
Gross revenue retention, GRR | (¥1,000,000 − ¥100,000 − ¥50,000) ÷ ¥1,000,000 | 85% |
Net revenue retention, NRR | (¥1,000,000 − ¥100,000 − ¥50,000 + ¥200,000) ÷ ¥1,000,000 | 105% |
Total closing MRR | ¥1,050,000 existing + ¥300,000 new | ¥1,350,000 |
Negative net revenue churn does not mean no customers were lost: this business lost 10 opening customers. Nor is its NRR 135%. That would incorrectly include new-customer revenue. Existing-customer NRR is 105%, while total MRR grew by 35%.
Monthly churn does not become annual churn by multiplying by 12
For a closed cohort with no new entrants or reactivations, assume the same share m of remaining customers churns each month. Annualized churn is 1 − (1 − m) raised to the power of 12. Enter 3% as 0.03.
Assumption | Calculation | Equivalent rate |
|---|---|---|
Constant 1% monthly churn | 1 − 0.99 to the power of 12 | About 11.36% annually |
Constant 3% monthly churn | 1 − 0.97 to the power of 12 | About 30.62% annually |
5% annual churn with a constant monthly rate | 1 − 0.95 to the power of 1/12 | About 0.43% monthly |
Thus, 1% monthly churn and 5% annual churn are not equivalent. When monthly rates differ, multiply the relevant monthly retention rates instead. Measure actual annual churn by following the defined cohort directly; label a modeled conversion as an estimate. A business with concentrated annual renewals may have little reason to assume a constant monthly rate.
Compare matching cohorts before borrowing a benchmark
Contract length, customer unit, price, acquisition period, and product model affect the interpretation of churn. Avoid adopting an industry percentage without its study period, sample, and denominator. Start with your own customers under similar renewal conditions. Show counts and revenue amounts alongside percentages, especially when one customer can materially change the rate.
If customer churn rises, inspect effective cancellation dates, reasons, tenure, and payment status. If customer counts are stable but gross revenue churn rises, investigate seat reductions or downgrades. If only net revenue churn improves, check whether expansion from a few large accounts is masking wider losses. A correlation between feature usage and retention does not prove that encouraging that feature will prevent churn.
Turn the calculation into a monthly review
- Reconcile opening balances with the previous closing balances.
- Explain customer and MRR movements using the agreed definitions.
- Separate cancellations, contraction, and payment issues; leave unknown reasons as unknown.
- Choose a specific intervention, cost scope, comparison group, and observation period.
For the next step, use LTV experiments organized by retention and upsell needs. Teams can use Xtrategy's project and budget-versus-actual management features to organize intervention plans, owners, and costs alongside their review process.




