Money

Compound interest, explained with real numbers

By Leandro Bruzaferro · · 4 min read

This is informational and not financial advice.

Compound interest is usually introduced as a happy fact about saving, illustrated with a chart curving upward. That presentation hides half the subject. The identical mechanism operates on money you owe, at rates far higher than any savings account pays, and for many households the second version is the one actually running.

The mechanism in one table

Compounding means interest is calculated on the accumulated total, including interest already earned, rather than only on the original amount.

Ten thousand dollars, growing at an assumed seven per cent a year, with nothing added. Seven per cent is an illustrative assumption, not a forecast.

After Balance Growth that year
Start $10,000
5 years $14,026 $918
10 years $19,672 $1,287
20 years $38,697 $2,532
30 years $76,123 $4,981

Look at the right-hand column rather than the balance. In the first year the money earns $700. In the thirtieth it earns nearly five thousand, from the same original ten thousand and the same rate. Nothing was added and nothing changed except elapsed time.

That is the whole idea, and it is why the single most repeated piece of advice in personal finance is about starting rather than about amounts.

Why time beats contribution size

The consequence people find counterintuitive is that early money is worth disproportionately more than later money, because it compounds for longer.

A sum invested at twenty-five has forty years to multiply before a conventional retirement age. The same sum invested at forty-five has twenty. On the table above, that is roughly the difference between the thirty-year row and the ten-year row: the earlier money ends up worth close to four times the later money, despite being identical at the outset.

This is also why catching up later is genuinely hard, and why the honest framing is not that late savers are doomed but that they must supply with contributions what they can no longer supply with time.

The same maths on credit card debt

Now run it backwards. According to the Federal Reserve’s consumer credit data, the average rate on credit card accounts assessed interest stood at 22.15% in the second quarter of 2026.

Ten thousand dollars of card debt at that rate, with only the interest being covered each month so the balance never falls:

After Interest paid, cumulative Balance still owed
Start $0 $10,000
5 years $11,075 $10,000
10 years $22,150 $10,000
20 years $44,300 $10,000
30 years $66,450 $10,000

Set the two tables beside each other. Over thirty years, ten thousand dollars invested becomes about seventy-six thousand. Ten thousand dollars owed on a card, serviced but not reduced, costs about sixty-six thousand and leaves the original debt untouched.

The mechanism is identical. Only the direction differs, and the rate on the debt is roughly three times the assumed return on the investment, which is why the debt side moves faster.

Frequency of compounding

How often interest is applied matters, though less than the rate itself.

Interest compounded monthly produces slightly more than the same nominal rate compounded annually, because each month’s interest starts earning immediately. Credit cards typically compound daily, which is one reason the effective cost of a card balance exceeds what the headline rate suggests.

The useful practical rule: compare the annual percentage yield on savings and the annual percentage rate on borrowing, since both are constructed to make comparison meaningful across different compounding conventions.

What the calculators hide

Three omissions matter enough to change decisions.

Inflation. A balance that grows at seven per cent while prices rise at three has grown at about four in purchasing power. Long projections in nominal terms look impressive and overstate what the money will buy.

Tax. Returns in a taxable account are reduced by tax on gains and income along the way. The account the money sits in can matter as much as the return.

Sequence. The tables assume a steady annual rate. Real returns arrive unevenly, and the order in which good and bad years occur affects the outcome substantially for anyone withdrawing money rather than accumulating it.

None of this makes compounding less real. It means projections should be read as illustrations of a mechanism rather than as forecasts of a balance.

The order this implies

If the same force operates in both directions and one side runs at more than triple the rate of the other, the sequence follows directly.

High-interest debt first, because a guaranteed twenty-two per cent avoided beats an uncertain seven per cent earned, and it is guaranteed in a way no investment return is.

Then a modest emergency fund, so that the next unexpected expense does not rebuild the debt.

Then long-term investing, where time is the input you cannot buy later.

That ordering is unglamorous and it follows from the arithmetic above rather than from any opinion about markets. The tables are the argument.

Khan Academy derives the same compounding mechanism from first principles. (Compound interest introduction, Khan Academy)

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