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.
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Related concepts
Practice in interviews
Further reading
- Common quant interview prep guides (mental math drills)