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 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
In plain English: if you already know as a decimal, dividing by 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: , , , , , , , , .
Worked example 1: 840 / 24
Long division here means tracking remainders through several steps. Instead, notice , so . Then:
Or more directly: — 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 . Then:
Sanity check: , and the remaining , giving — 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.
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: . When 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. ) — it catches decimal-point and rounding errors before you commit to an answer.
Practice in interviews
Further reading
- Common quant interview prep guides (mental math drills)