Quant Memo
Core

Approximating Exponential Growth

The Rule of 70 and its relatives turn 'how long to double at rate r' into a one-line mental calculation, using the small-rate approximation that underlies compound growth.

Prerequisites: Estimating Logs and Powers of Two

An investment grows 7% a year. Roughly how many years to double? You could set up 1.07n=21.07^n = 2 and solve with logs, but there's a shortcut that skips the calculator entirely and gets within a fraction of a year: the Rule of 70.

Where the rule comes from

Growth at rate rr (as a decimal) for nn years multiplies your value by (1+r)n(1+r)^n. For small rr, ln(1+r)r\ln(1+r) \approx r — a standard small-number approximation. Doubling means (1+r)n=2(1+r)^n = 2, i.e. nln(1+r)=ln20.693n\ln(1+r) = \ln 2 \approx 0.693. Substituting the approximation:

n0.693r.n \approx \frac{0.693}{r} .

In plain English: the number of periods to double is roughly a fixed constant (about 0.693, or 69.3%) divided by the growth rate — and using 70 instead of 69.3 as the constant makes the arithmetic even easier while staying accurate for typical interview rates (roughly 1% to 20%).

Worked example 1: doubling at 7%

n707=10 years.n \approx \frac{70}{7} = 10 \text{ years} .

Check against the exact answer: 1.07101.9671.07^{10} \approx 1.967, close to 2 — the Rule of 70 slightly underestimates here but lands within a few percent, well inside what's needed for a mental estimate. The approximation gets slightly worse as rr grows larger, since the underlying ln(1+r)r\ln(1+r)\approx r step is only exact in the limit as r0r\to0.

Worked example 2: doubling at 2% vs 20%

At 2%: n70/2=35n \approx 70/2 = 35 years. At 20%: n70/20=3.5n \approx 70/20 = 3.5 years. Notice the relationship is inversely proportional, not linear — going from 2% to 20% (a 10x increase in rate) cuts the doubling time by 10x too (35 down to 3.5), a direct consequence of the n70/rn \approx 70/r form. This inverse relationship is worth internalizing on its own: doubling the growth rate roughly halves the time to double, and it's exactly this pattern that makes compounding at even modestly higher rates dramatically more powerful over decades.

growth rate (%) 7% → ~10 yrs
Doubling time falls off sharply as the growth rate rises — the 70/r relationship is a hyperbola, not a straight line.

What this means in practice

The Rule of 70 (and its cousins — Rule of 72 for rates that divide nicely by whole numbers, like 6% or 8%) is a workhorse for any quick compounding estimate: how long until a fund doubles, how fast a liability grows, or roughly how many compounding periods a strategy needs to reach a target. It's built on the same small-rate log approximation that underlies continuous compounding more generally, so understanding why it works (not just the number 70) transfers directly to other exponential-growth mental-math questions.

Doubling time at rate r%r\% is approximately 70/r70/r years, derived from ln(1+r)r\ln(1+r)\approx r for small rr and ln20.693\ln 2\approx0.693. The relationship is inverse: doubling the rate roughly halves the doubling time.

Use 72 instead of 70 when rr divides evenly into it (6, 8, 9, 12) — the extra divisibility makes the arithmetic even cleaner with negligible loss of accuracy for typical rates.

Related concepts

Practice in interviews

Further reading

  • Common quant interview prep guides (mental math drills)
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