Quant Memo
Core

Fast Division and Reciprocals

Long division is slow to do silently — memorizing a handful of reciprocals and converting division into multiplication is almost always faster under interview pressure.

Prerequisites: Converting Fractions, Decimals and Percentages

Division is the operation most people are slowest at mentally, because unlike multiplication it doesn't decompose cleanly — there's no easy "carry the digit" shortcut for 840/24840 / 24 the way there is for multiplying two numbers. The fix used by fast mental calculators is to almost never actually divide: convert the division into a multiplication by a memorized (or quickly estimated) reciprocal instead.

Division is multiplication by the reciprocal

ab=a×1b.\frac{a}{b} = a \times \frac{1}{b} .

In plain English: if you already know 1/b1/b as a decimal, dividing by bb becomes a multiplication, which is the operation your brain is faster and more reliable at. This only pays off if you have a stock of reciprocals memorized — the same way the fractions-to-decimals library works, but inverted.

Worth having memorized: 1/3=0.3331/3 = 0.333, 1/4=0.251/4 = 0.25, 1/6=0.16671/6 = 0.1667, 1/70.14291/7 \approx 0.1429, 1/8=0.1251/8 = 0.125, 1/9=0.1111/9 = 0.111, 1/110.09091/11 \approx 0.0909, 1/120.08331/12 \approx 0.0833, 1/130.07691/13 \approx 0.0769.

Worked example 1: 840 / 24

Long division here means tracking remainders through several steps. Instead, notice 24=8×324 = 8 \times 3, so 124=18×13=0.125×0.33330.04167\frac{1}{24} = \frac{1}{8}\times\frac{1}{3} = 0.125 \times 0.3333 \approx 0.04167. Then:

840×0.04167840×124=35.840 \times 0.04167 \approx 840 \times \frac{1}{24} = 35 .

Or more directly: 840/24=840/8/3=105/3=35840 / 24 = 840/8 / 3 = 105/3 = 35 — breaking the divisor into easy factors and dividing by each in turn is often faster than reaching for a reciprocal at all, but the reciprocal framing is what to fall back on when the divisor doesn't factor nicely. Both routes land on the same answer; which one is faster depends on whether the divisor happens to factor cleanly.

Worked example 2: 5,300 / 13 by reciprocal estimate

13 doesn't factor nicely and doesn't divide 5,300 cleanly, which is exactly when the reciprocal trick earns its keep. Recall 1/130.07691/13 \approx 0.0769. Then:

5,300×0.0769407.6.5{,}300 \times 0.0769 \approx 407.6 .

Sanity check: 13×400=5,20013 \times 400 = 5{,}200, and the remaining 100/137.7100/13 \approx 7.7, giving 407.7407.7 — consistent. In an interview, landing within a percent or two of the exact answer via the reciprocal, then refining with a quick sanity check, beats a slow, error-prone long division every time.

840 ÷ 24 840 × (1/24 ≈ .0417)
Recasting a division as multiplication by a memorized or estimated reciprocal — the operation your brain executes faster and more reliably.

What this means in practice

Quick reciprocal-based division is what lets you compute things like Sharpe ratios, win/loss ratios, or price-to-earnings multiples on the spot rather than visibly grinding through long division at the whiteboard. It also pairs naturally with factoring: before reaching for a memorized reciprocal, always check whether the divisor breaks into small factors you can divide by sequentially — that's usually the fastest path of all.

Convert division into multiplication by a memorized or quickly estimated reciprocal: a/b=a×(1/b)a/b = a \times (1/b). When bb factors nicely, divide by each factor in sequence instead — it's often even faster than the reciprocal.

Sanity-check any fast division with a nearby round-number estimate (e.g. 13×400=5,20013 \times 400 = 5{,}200) — it catches decimal-point and rounding errors before you commit to an answer.

Related concepts

Practice in interviews

Further reading

  • Common quant interview prep guides (mental math drills)
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