Financial Analysis puzzles, solved step by step
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009A company's EBITDA margin moves from 8% to 10%. Is that up 2% or up 25%? And a bank's gross NPA ratio falls from 4% to 3%: how would you describe that change in a results note?Corporate FP&ARating agencies
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Which phrase belongs in a results note about the margin moving from 8% to 10%?
Show the worked solution
Both are true, but say 2 percentage points first. A margin is already a percentage, so a change in it is measured in points: 8% to 10% is up 2 points, or 200 basis points, and up 25% relative to where it started. The NPA ratio fell 1 percentage point, or 100 basis points, which is a 25% relative fall. Use points for a rate and per cent for an amount.
Why can one change honestly be called both 2 and 25?
Think of a student whose exam score goes from 40% to 50%. She scored 10 more marks out of 100, so she is up 10 points. Her score is also a quarter higher than before, up 25%. A percentage point measures the gap between two rates; a per cent measures that gap against the starting rate. Neither is wrong. The confusion comes from writing the same % sign for both, so the reader cannot tell which one you meant.
The margin moving from 8% to 10% is a rise of 2 percentage points, or 200 basis points, and 25% in relative terms. The NPA ratio falling from 4% to 3% is a fall of 1 percentage point, or 100 basis points, and a 25% relative fall. Which label should lead, and when does the relative one matter?
Lead with points, because that is the convention in results notes, credit reports and board packs. A basis pointOne hundredth of a percentage point. 100 basis points equal 1 percentage point. is one hundredth of a point, which helps when moves are small: margin up 200 bps. The relative change matters when the rate drives an amount. On flat revenue of Rs 1,000 crore, EBITDA goes from Rs 80 crore to Rs 100 crore, which is a 25% rise in profit. So the 2 points and the 25% are describing two different things: the margin, and the profit it produces.
The relationshippp percentage points, the plain gap between two rates rel the relative change, the gap divided by the starting rate What it says in wordsSubtract for the change in points; divide that by the start for the change in per cent.For the NPA ratio, a falling ratio is good news, so say it plainly: gross NPA down 1 percentage point to 3%, or down 100 basis points. You can add that the ratio is a quarter lower. Say the limit too: a lower ratio can also come from loans growing faster than bad loans, so check the rupee amount of NPAs before calling it an improvement in asset quality.
Where candidates lose it
The loss is writing margin up 2% in a results note or saying it in an interview. A reader who takes you literally hears a move from 8% to 8.16%, and a credit reader will mark it as sloppy at once.
The second loss is choosing the bigger number to sound better: up 25% sounds stronger than up 2 points. Interviewers listen for whether you pick the label that fits, then offer the other as context.
What the interviewer asks next
- Interest rates rise from 6.50% to 6.75%. How many basis points is that, and what is the relative change?
- A bank's gross NPA ratio falls but its NPAs in rupees rise. How is that possible?
- Margin is flat at 10% while revenue grows 20%. What happened to EBITDA?
021You invest Rs 10,000 in a fund when its NAV is Rs 100, and another Rs 10,000 when the NAV is Rs 50. What is your average cost per unit, and why is it not Rs 75?Corporate FP&ABusiness finance
Try it first
What is your average cost per unit?
Show the worked solution
About Rs 66.67 a unit, not Rs 75. The first Rs 10,000 buys 100 units at Rs 100 and the second buys 200 units at Rs 50, so Rs 20,000 buys 300 units. Rs 75 is the average of the two prices, which would be your cost only if you had bought equal numbers of units. Equal rupee amounts buy more units when the price is low, so the average cost is the harmonic mean of the prices.
Why does the cheap purchase count for more?
Think of filling your scooter with Rs 500 of petrol every week. In a week when petrol is cheap, Rs 500 buys more litres; when it is dear, fewer. At the end of the month the litres you own lean towards the cheap weeks. A fixed rupee amount buys more units when the price is low, so the low price carries more weight in your average cost than the high one. Here Rs 10,000 buys 100 units at Rs 100 but 200 units at Rs 50, so the Rs 50 price carries two thirds of the weight.
The relationshiptotal spent Rs 20,000 across both purchases total units 100 units at NAV 100 plus 200 at NAV 50 2 / (1/100 + 1/50) the harmonic mean of the two prices What it says in wordsAverage cost is money spent over units bought, which for equal rupee amounts is the harmonic mean of the prices.Rs 10,000 buys 100 units at a NAV of 100 and 200 units at a NAV of 50, so Rs 20,000 buys 300 units at an average cost of Rs 66.67. That harmonic mean sits below both the geometric mean of 70.7 and the simple average price of 75. When is Rs 75 the right answer?
When you buy equal numbers of units rather than equal rupee amounts. Buy 100 units at Rs 100 and 100 units at Rs 50 and you spend Rs 15,000 on 200 units, which is exactly Rs 75 a unit. So the right average depends on what you held fixed: units fixed gives the simple average of prices, money fixed gives the harmonic mean. This is the arithmetic behind the idea of rupee cost averagingInvesting the same rupee amount at regular intervals, so that more units are bought when prices are low and fewer when they are high..
What you hold fixed Units bought Spent, Rs Average cost, Rs Rs 10,000 each time 300 20,000 66.67 100 units each time 200 15,000 75.00 The same two prices give two different average costs, depending on whether the rupee amount or the number of units was held constant. Does the lower average cost mean you made money?
No, and saying so is the mark of a careful answer. A lower average cost is arithmetic about what you paid, not a return. If the NAV stays at Rs 50, your 300 units are worth Rs 15,000 against Rs 20,000 invested, a 25% loss. Your break-even NAV is Rs 66.67, not Rs 75, which is the useful fact. The effect also needs prices to vary: at a constant price every average is the same.
Where candidates lose it
The common loss is answering Rs 75 by averaging the two prices. It ignores that the purchases bought different numbers of units, and it is the same slip people make when they average two speeds for a journey.
The second loss is going too far the other way and describing the lower average cost as a gain. Give Rs 66.67, say break-even is at that NAV, and stop short of claiming anything about returns.
What the interviewer asks next
- You invest Rs 10,000 at NAV 100, then 50, then 100 again. What is your average cost?
- What NAV do you need to break even on the two purchases?
- Why is the harmonic mean of two different positive numbers always below their simple average?
036A business has a 10% operating margin. Next year revenue grows 20% and costs grow 15%. What is the new margin?Corporate FP&ABusiness finance
Try it first
Quick call: where does the margin land?
Show the worked solution
The new margin is 13.75%. Take revenue of 100, so cost is 90 and profit 10. Revenue grows to 120 and cost to 90 x 1.15 = 103.5, leaving profit of 16.5. The margin is 16.5 over 120, which is 13.75%. Profit itself grows 65%, because a 5 point gap between growth rates is large next to a 10% margin.
Why is the answer not simply 15%?
Think of a tea stall that takes in Rs 100 a day and spends Rs 90. If takings rise 20% and spending rises 15%, the extra takings are Rs 20 but the extra spending is Rs 13.50, because 15% is taken on 90, not on 100. Growth rates act on their own bases, so a margin moves by the gap in rupees, not by the gap in percentage points. Work in rupees on a base of 100 and the trap disappears: profit goes from 10 to 16.5 on revenue of 120.
On revenue of 100, profit of 10 gains 20 from revenue growth and loses 13.5 to cost growth, ending at 16.5 on revenue of 120, a margin of 13.75% rather than the 15% you get by adding the growth gap to the margin. The relationshipm0, m1 the old and new margins g_r, g_c revenue growth and cost growth 1 - m0 cost as a share of revenue before the change What it says in wordsThe new cost share is the old cost share scaled by cost growth over revenue growth, and the margin is what is left.Why does a thin margin make the move so large?
Profit is the small gap between two big numbers, so a modest difference in their growth rates is a big change to the gap. The thinner the starting margin, the more operating leverage a growth gap carries: here profit grows 65% on 20% revenue growth. Run the same 20% and 15% from a 30% margin and the new margin is 32.9%, a smaller relative move, because cost is a smaller share of revenue. Say the limit too: the formula assumes all cost grows at 15%. In practice fixed costs grow slowly and variable costs track volume, so you would split the cost line before trusting the answer.
Where candidates lose it
The fast wrong answer is 15%: 10% plus the 5 point gap between the growth rates. It treats both rates as if they applied to the same base, when cost growth applies to 90 and revenue growth to 100.
The second loss is stopping at the margin. The interviewer often wants the profit growth too, and 65% on 20% revenue growth is the sentence that shows you understand operating leverage.
What the interviewer asks next
- What cost growth would keep the margin at exactly 10%?
- If half the cost base is fixed and does not grow, what is the new margin?
- Revenue falls 10% and costs fall 5%. What happens to a 10% margin?
049A table shows segment revenue for two years: A Rs 400 crore to Rs 460 crore, B Rs 250 crore to Rs 240 crore, C Rs 350 crore to Rs 420 crore. Which segment's share of total revenue rose the most, and by how many percentage points?BarclaysNew York · 2026
Try it first
Which segment gained the most share?
Show the worked solution
Segment C, up 2.5 percentage points, from 35.0% to 37.5%. Total revenue rises from Rs 1,000 crore to Rs 1,120 crore, 12% growth. C grew 20%, and 420 of 1,120 is 37.5%. A grew 15% but its 460 of 1,120 is 41.1%, only 1.1 points above 40.0%. B shrank 4% and lost 3.6 points, falling to 21.4%.
Why is growth not the same as gaining share?
Think of a household where every earner got a raise this year. Whose share of the family income went up most? Not the one with the biggest raise in rupees, and not necessarily the one with a big raise at all, but the one whose raise beat the household's overall rise by the widest margin. A segment gains share only by growing faster than the total, so the first number to compute is total growth, here 12%. A grew 15%, three points faster than the total; C grew 20%, eight points faster; B shrank.
Total revenue grows 12% from Rs 1,000 crore to Rs 1,120 crore, so segment C, growing 20%, lifts its share from 35.0% to 37.5%, while A grows 15% but gains only 1.1 points and B loses 3.6 points. The relationships0 the segment's share in year one g the segment's own growth G growth of the total, 12% What it says in wordsThe change in share is the old share times how far the segment outgrew the total, scaled down by the total's growth.How do you answer this fast in a timed test?
Sum each column first: 1,000 and 1,120. Compare every segment's growth with 12%, and only A and C can have gained. Then use the formula on those two: C is 0.35 x 8/112, which is 2.5 points; A is 0.40 x 3/112, about 1.07. Shares always add to 100%, so the gains and losses must net to zero, which gives a free check: 2.50 + 1.07 - 3.57 = 0. Watch the units in the answer options: C's share rose 2.5 percentage points, which is a 7.1% rise in its share. Timed numerical tests often offer both, and only one matches the question's wording.
Where candidates lose it
The trap is picking A because it added Rs 60 crore on the largest base, or because 15% sounds strong. Share depends on growth relative to the total, and A beat the total by only three points.
The second loss is mixing percentage points and per cent. A share moving from 35.0% to 37.5% is up 2.5 points or about 7.1%. Read which one the question asks for before you choose.
What the interviewer asks next
- What growth would segment B have needed to hold its 25% share?
- If total revenue had grown 20%, which segments would have gained share?
- Why might a segment that loses share still be the most valuable one?
Asked at Barclays, Investment Banking, New York, 2026 (Wall Street Oasis):
The numerical section involved interpreting tables and charts quickly
065A pack carries a maximum retail price of Rs 1,180, inclusive of 18% GST. How much of that price is tax: Rs 212.40 or Rs 180?Corporate FP&ABig Four
Try it first
How much of the Rs 1,180 is tax?
Show the worked solution
Rs 180. The 18% is charged on the pre-tax price, so the MRP is the base times 1.18. The base is 1,180 / 1.18 = Rs 1,000 and the tax is Rs 180. As a share of the inclusive price, tax is 18 / 118, about 15.25%, not 18%. Taking 18% of Rs 1,180 charges tax on the tax and gives a wrong Rs 212.40.
Why is the tax not 18% of the price you pay?
A restaurant bill of Rs 1,100 that includes a 10% service charge contains Rs 100 of service, not Rs 110: the 10% was added to the Rs 1,000 of food, not to the final total. A rate applied to a base and then included in the price is rate over one plus rate of the inclusive price, never the rate itself. For 18% that share is 18 / 118, about 15.25%. The base is the starting point, and the inclusive price is the base grown by 18%.
The Rs 1,180 price is a Rs 1,000 base plus Rs 180 of tax, 18% of the base but only 15.25% of the whole, while 18% of the full price, Rs 212.40, reaches into the base because it charges tax on the tax. How do you strip tax out of any inclusive price?
The relationship1,180 the inclusive price, MRP 0.18 the tax rate, applied to the base 0.18 / 1.18 the tax as a share of the inclusive price, about 15.25% What it says in wordsDivide an inclusive price by one plus the rate to get the base; the tax is the rate over one plus the rate, times the inclusive price.Rate on base Share of inclusive price Tax in a Rs 1,180 price 5% 4.76% 56.19 12% 10.71% 126.43 18% 15.25% 180.00 28% 21.88% 258.12 The higher the rate, the wider the gap between the rate on the base and the tax's share of the inclusive price, so the error from multiplying the inclusive price by the rate grows with the rate. The rates in the table are for illustration. GST rates vary by product and change over time, so confirm the current rate for the item before you rely on a figure.
Where else does the same slip turn up?
Everywhere a percentage of one base gets quoted against another. A 25% markup on cost is only a 20% margin on price, because 25 / 125 = 20%. A fund that charges 2% on assets is not taking 2% of the return. An analyst who multiplies an inclusive revenue line by the GST rate overstates the tax the company passes on to the government. Before applying any percentage, ask what it is a percentage of, and convert if the base you hold is a different one. The test is quick: 1,000 plus 18% of 1,000 must give back the MRP.
Where candidates lose it
The fast answer multiplies the MRP by 18% and says Rs 212.40. It sounds precise to two decimals and is wrong by Rs 32.40, because the rate applies to the price before tax, not after.
The other slip is subtracting 18% from the MRP to get the base, 1,180 less 212.40 = 967.60. Undoing a percentage increase needs a division by 1.18, not a subtraction of 18%.
What the interviewer asks next
- A shop offers 20% off the MRP of Rs 1,180. How much tax is in the discounted price?
- A product's cost is Rs 800 and it is sold at a 25% markup. What is the margin on price?
- Revenue in a set of accounts is reported inclusive of an 18% indirect tax at Rs 590 crore. What is net revenue?
078Your salary rises 10% in a year when inflation is 6%. What is your real pay rise, and how close is the shortcut of 10 minus 6, or 4%?Corporate FP&ABusiness finance
Try it first
Is the exact real raise above, equal to, or below 4%?
Show the worked solution
The real raise is 3.77%, so the 4% shortcut overstates it by about a quarter of a point. Real growth divides growth factors: 1.10 / 1.06 = 1.0377. The shortcut subtracts the rates, which ignores that the raise is itself paid in money worth 6% less. At low rates the gap is small; at a 30% raise with 20% inflation the shortcut says 10% against a true 8.33%.
Why divide rather than subtract?
Measure your pay in lunches instead of rupees. Last year a thali cost Rs 100 and you earned Rs 100 a day: one thali. This year the thali costs Rs 106 and you earn Rs 110, so you can buy 110 / 106 = 1.0377 thalis. Your real pay rose 3.77%, because real growth is the ratio of two growth factors, not the difference between two rates. The relation is usually credited to the economist Irving Fisher.
The relationshipg nominal pay growth, 10% \pi inflation, 6% r real pay growth What it says in wordsThe real rate is the shortcut divided by one plus inflation.The second form shows exactly where the shortcut goes wrong. The 4% gap is right in the numerator; it just has to be shrunk by dividing by 1.06. The error is small when inflation is small and grows as inflation rises.
At a 10% raise and 6% inflation the shortcut gives 4.00% against an exact 3.77%, but at a 30% raise and 20% inflation it gives 10.00% against 8.33%, so the subtraction shortcut drifts further from the truth as rates rise. When does the shortcut become a real error?
Three places. When rates are high, as the chart shows. When the rate compounds: over ten years, 4% a year grows purchasing power by 48.0% but the true 3.77% grows it by 44.8%, a gap of about three points. And when a budget is being judged: an FP&A analyst splitting revenue growth into price and volume uses exactly this division, and subtracting instead misstates the volume growth the business really delivered. For quick talk in a meeting, 4% is fine; in a model, divide.
Where candidates lose it
Most candidates say 4% and stop. That is an acceptable first instinct, but the question is asked precisely to see whether you know it is an approximation and which way it errs. Say 3.77% and add that the shortcut runs slightly high.
The other loss is the opposite: dividing correctly but being unable to say why. The one-line reason is that your raise is itself paid in rupees that buy 6% less, so part of the extra 10% is eaten too.
What the interviewer asks next
- Your pay rose 5% and inflation was 7%. What happened to your real pay, exactly?
- Revenue grew 18% and prices rose 8%. What was volume growth?
- Why do lenders quote real interest rates, and how would you compute one?
091A shop offers 20% off, and then an extra 10% off at the till. Is that the same as 30% off? And what discount per unit is 'buy two, get one free'?Corporate FP&ABusiness finance
Try it first
On a Rs 1,000 item, what do you pay after 20% off and then a further 10% off?
Show the worked solution
No: 20% then 10% off is 28% off, not 30%; buy two get one free is a 33.3% discount per unit. Successive discounts multiply, because the second applies to the already reduced price: 0.80 x 0.90 = 0.72, so you pay 72% of the original. Buy two get one free means paying for two units and taking three, so each unit costs two thirds of its price, a third off, but only if you wanted three.
Why do discounts not simply add?
A Rs 1,000 kurta at 20% off costs Rs 800. The cashier then takes 10% off what you are about to pay, which is Rs 800, so the second discount is worth Rs 80, not Rs 100. You pay Rs 720. Each successive discount is taken off a price that the earlier discounts have already reduced, so discounts combine by multiplying what is left: 0.80 x 0.90 = 0.72, or 28% off. The order does not matter, 10% then 20% also gives 0.72, but the base does.
The relationshipd_1 the first discount, 20% d_2 the second discount, 10% d_total the single discount with the same effect What it says in wordsMultiply what each discount leaves you paying; the total discount is one minus that product.The shortfall from simple addition is the product of the two discounts: 20% x 10% = 2 points, the discount on the discount. It is small here and grows with the size of the cuts: 50% then 50% off is 75% off, not 100%.
On a Rs 1,000 item, 20% then 10% off leaves Rs 720, a 28% discount, against Rs 700 at a flat 30%, while buy two get one free cuts the price per unit by a third, the largest of the offers if you wanted three units. What is buy two, get one free really worth?
You pay for two units and walk out with three, so each unit costs two thirds of the list price. Buy two get one free is a 33.3% discount per unit, deeper than the flat 30%, but only on the condition that you buy three. Buy one, get the second at half price is milder: one and a half prices for two units, 25% off each. If you needed only one, the effective discount of either offer is zero.
Where does this show up at work?
Everywhere rates are applied one after another. A distributor margin taken on a price that already carries a retailer margin, a trade discount followed by a cash discount, a fee charged after another fee: all compound. An FP&A analyst who adds layered discounts to estimate net price will overstate the discount and understate revenue per unit. The same arithmetic runs in reverse for mark-ups: a 20% price rise followed by a 20% cut leaves you 4% below where you started, because 1.2 x 0.8 = 0.96.
Where candidates lose it
The trap is answering yes, 30%, because the two numbers add neatly. The interviewer wants to hear that the second discount works on a smaller base, and the clean proof is 0.8 x 0.9 = 0.72.
The second loss is calling buy two get one free a 50% discount, because one item in two is free. It is one item in three. Count the units you walk out with, not the units you pay for, and add that the offer is only worth anything if you wanted three.
What the interviewer asks next
- A price rises 25% and then falls 20%. Where does it end up?
- What single discount equals 10%, then 10%, then 10% off?
- A distributor buys at 30% below MRP and the retailer at 20% below MRP. What margin, on its own selling price, does the distributor earn?
