Compounding formula, conversion table, and segment benchmarks from 939 B2B companies (Q1-Q3 2025)
Annual churn is NOT monthly churn times 12. The correct formula uses compounding: Annual = 1 - (1 - Monthly)^12. At 3% monthly churn, the difference is 5.4 percentage points (36% naive vs 30.6% actual). B2B SaaS benchmarks: SMB 3.5% monthly / 34.8% annual, Mid-Market 2.0% / 21.5%, Enterprise 0.8% / 9.2% (Optifai Pipeline Study, 2026, N=939 B2B SaaS companies).
Annual churn is NOT monthly churn times 12. The correct formula uses compounding: Annual = 1 - (1 - Monthly)^12. At 3% monthly churn, the difference is 5.4 percentage points (36% naive vs 30.6% actual). B2B SaaS benchmarks: SMB 3.5% monthly / 34.8% annual, Mid-Market 2.0% / 21.5%, Enterprise 0.8% / 9.2%. Source: Optifai Sales Ops Benchmark (N=939 companies, Q1-Q3 2025)
Calculate your churn impact
Each month, churn compounds on the remaining customer base -- not the original base. This is the same principle as compound interest, but applied to customer loss.
Assumes each month's churn applies to the original base. Ignores the shrinking denominator.
Overstates churn. Misleads board reporting.
Accounts for the fact that each month's churn applies to the remaining base, not the original.
Accurate. Use this for all reporting.
The x12 error gets progressively worse at higher churn rates. At 5% monthly, the error is 14 percentage points -- potentially misleading board reporting and investor metrics.
| Monthly Churn | Annual (Wrong: x12) | Annual (Correct: Compounded) | Error |
|---|---|---|---|
| 1.0% | 12.0% | 11.4% | +0.6pt |
| 2.0% | 24.0% | 21.5% | +2.5pt |
| 3.0% | 36.0% | 30.6% | +5.4pt |
| 4.0% | 48.0% | 38.7% | +9.3pt |
| 5.0% | 60.0% | 46.0% | +14.0pt |
Source: Optifai Sales Ops Benchmark (N=939 companies, Q1-Q3 2025)
Source: Optifai Pipeline Study (2026, N=939 B2B SaaS companies).
Source: Optifai Pipeline Study (2026, N=939 B2B SaaS companies).
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Calculate Churn ImpactThis analysis uses monthly and annual churn data from 939 B2B companies between Q1-Q3 2025. Monthly churn rates are converted to annual using the compounding formula. Segment benchmarks reflect median values within each company size tier.
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Data last updated: February 16, 2026
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Led by Yusuke Onishi (Founder & CEO) with 15+ years of B2B sales operations experience. Our research team analyzes pipeline data from 939+ companies to deliver actionable benchmarks for sales leaders.