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Calculators
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Blog
Blog
Short pieces on the arithmetic the calculators do, and the places it usually goes wrong.
Radians Are Not an Alternative to Degrees
At a radius of 8 and an angle of one radian, the arc is exactly 8. That is not a coincidence, it is the definition, and it is why the unit exists.
10 October 2026
When Two Cycles Line Up
An 8 tooth gear meeting a 12 tooth gear brings the same pair of teeth together every 24 teeth. Change it to 13 and they do not meet again for 104.
10 October 2026
A Ten Degree Rise Is Not Fifty Degrees
Ten degrees Celsius is fifty degrees Fahrenheit. A rise of ten degrees Celsius is a rise of eighteen. Both statements are correct and they are about different things.
10 October 2026
There and Back Is Not the Average
The trip that averages 50 km/h takes 4 hours 48 minutes. The one that actually happened takes 5 hours. The missing twelve minutes are the whole argument.
10 October 2026
Twice the Size Is Eight Times the Stuff
A 13 inch pizza is 109 per cent bigger than a 9 inch one, for 44 per cent more diameter. Nobody prices them that way, which is the opportunity.
10 October 2026
Both Channels Improved and the Average Fell
Paid went from 2.0 to 2.5 per cent and organic from 8.0 to 10.0. The site-wide conversion rate fell from 4.00 to 3.38, and nobody did anything wrong.
10 October 2026
Safety Stock Is Priced in Variance
Quadrupling the lead time and doubling the demand variability have exactly the same effect on safety stock: both take it from 31 units to 62.
10 October 2026
LTV Does Not Pay the Rent
A $720 lifetime value against a $240 acquisition cost is the textbook 3:1 ratio. At a 30 per cent margin that customer returns $216 and the business is down $24 before it starts.
10 October 2026
Ten Per Cent a Month Is Not 120 Per Cent a Year
Ten thousand growing at ten per cent a month reaches 31,384 in a year, not 22,000. The gap between those two numbers is the entire point of compounding.
10 October 2026
A Four Times ROAS Can Lose Money
On a 20 per cent margin the break-even ROAS is 5.00. A campaign returning 4.00 is losing $300 on every $1,500 spent, and the dashboard will call it a success.
10 October 2026
Km Is a Concentration, Not a Rate
Reaching half of Vmax takes a substrate concentration equal to Km. Reaching 90 per cent of it takes nine times as much.
10 October 2026
Carriers Outnumber Sufferers
A condition that affects 0.01 per cent of a population is carried silently by 1.98 per cent of it, which is 198 carriers for every affected person.
10 October 2026
A Buffer Works Until It Does Not
Adding acid to a balanced buffer moves the pH by 0.09. Adding nine times as much moves it by 1.28, which is fourteen times the shift for nine times the acid.
10 October 2026
One of These Changes With Temperature
Ten grams of salt gives 0.3422 mol/L in 500 mL of solution and 0.3422 mol/kg in 500 g of solvent. The agreement is a coincidence of water, and it does not survive heating.
10 October 2026
Ten Tubes and Nothing Is Left
Five one-in-ten steps take a hundred million organisms per millilitre down to a thousand. Five more take it to one in a hundred millilitres.
10 October 2026
Half-Life Is Not Half the Lifetime
After ten half-lives, 0.098 per cent of the original material is left. After twenty, you are counting atoms rather than measuring quantities.
10 October 2026
Four Gas Laws Are One Equation
One mole of gas occupies 22.4 litres at zero degrees and standard pressure. Heat it to 100 degrees in the same container and there is only 0.73 of a mole in there.
10 October 2026
Three Decibels Is Twice the Power
Two identical speakers instead of one is a three decibel increase, which is barely noticeable. Ten of them is ten decibels, which sounds about twice as loud.
10 October 2026
Drag Quadruples When Speed Doubles
Going from 45 to 90 km/h quadruples the drag force and takes the power needed from 538 watts to 4,307. Another doubling takes it to 34,453.
10 October 2026
The Wire Is Part of the Circuit
The same cable carrying the same current drops 1.95 per cent of a 230 volt supply and 9.33 per cent of a 12 volt one. The wire does not know the difference. The load does.
10 October 2026
The Six to One Rule of Rooftop Solar
The same 8,000 kilowatt hours is worth $1,100 a year at 35 per cent self-consumption and $1,900 at 75 per cent. Same panels, same sun.
10 October 2026
Carbon Is Not Carbon Dioxide
A mature tree holding 447 kilograms of carbon has taken 1,637 kilograms of carbon dioxide out of the air. Both numbers describe the same tree.
10 October 2026
Printers Are Limited in Cubic Millimetres
Changing the layer height from 0.2mm to 0.28mm at the same print speed takes a setting from 84 per cent of the hotend limit to 118 per cent.
10 October 2026
Salary Is Not the Cost of an Employee
An $85,000 salary costs $108,297 a year, which is $60.17 for every productive hour. The gap is not a rounding error.
10 October 2026
Duty Is a Bracket, Not a Rate
On a typical bracket scale, paying $1,000,001 instead of $999,999 costs an extra ten cents of duty. Concessions are where the real cliffs live.
10 October 2026
What the Sale Has to Fetch
A $750,000 property bought with $20,000 of costs needs $824,131 to break even after one year, and $971,370 after ten.
10 October 2026
A Time-lapse Is Three Numbers
Two hours at five second intervals is 1,440 shots and sixty seconds of footage. Want twenty seconds instead? Shoot every fifteen.
10 October 2026
The 500 Rule Is About the Sensor
Mount the same lens on a crop-sensor body and the longest usable exposure drops by a third. The lens has not changed. The framing has.
10 October 2026
Underinsurance Bites Twice
A 6.25 per cent shortfall in the sum insured costs 6.25 per cent of a small claim. On a total loss the same shortfall costs 25 per cent.
10 October 2026
The Gradient Is Flown Over the Ground
The same aircraft climbing at the same 700 feet a minute makes 600 feet per nautical mile into a headwind and 382 with a tailwind. Only one of those numbers is about the aircraft.
10 October 2026
Circles in a Square World
A nine-block circle takes 69 blocks where the area says 63.6. By thirty-one blocks across, the error has reversed.
1 October 2026
Pot Odds Are the Only Ratio That Matters
A flush draw is a call on the flop and a fold on the turn, at the same price, and the reason is one card.
1 October 2026
Pokemon EVs Come in Steps of Eight
Four effort points buy a stat. The next four buy nothing. Both facts come from the same pair of floors.
1 October 2026
Point Buy Rewards the Boring Build
Three fifteens and three eights spends all 27 points for a total modifier of +3. A flat spread gets +7 from the same budget.
1 October 2026
Why Speedrun Pace Lies
Being thirty seconds up at the first split is worth much less than being thirty seconds up at the last, and the projection treats them identically.
1 October 2026
Dice Are Not Interchangeable
Two dice of six sides and one die of twelve have almost the same average and nothing else in common.
1 October 2026
The 400-Point Rule
Four hundred points of rating means a nine per cent chance. The system is built so that everyone ends up losing half their games.
1 October 2026
Four Ways to Measure a Player
Every ratio is an incentive. The question is not which is accurate, it is which behaviour you want to encourage in yourself.
1 October 2026
The Shape of a Levelling Curve
Minecraft uses three different formulas stitched together, and the joins are exactly where the game wants you to stop.
1 October 2026
Milliseconds, Not Frames
Going from 30 to 60 fps saves 16.7 milliseconds a frame. Going from 120 to 150 saves 1.7. Both are a jump of 30.
1 October 2026
Why Your Pulls Feel Cursed
Going fifty pulls with nothing happens about three quarters of the time. It is the normal outcome, not bad luck.
1 October 2026
Centimetres, Not Sensitivity
Copying a professional sensitivity setting into a different game is close to meaningless, and the reason is a number almost nobody knows.
1 October 2026
The Diminishing Returns That Are Not
The hundredth point of armour adds exactly as much survivability as the first. The tooltip will tell you otherwise.
1 October 2026
Crit Chance or Crit Damage? There Is an Answer
It is a one-line piece of calculus, and it says the answer is almost always closer to even than people play it.
1 October 2026
DPS Is the Wrong Number for a Duel
Two weapons with identical DPS can kill at completely different speeds, and the reason is that damage arrives in whole shots.
1 October 2026
Three Machines, One Constant, Four Decimal Places
The improvements are in the fourth decimal place. That is not a criticism, it is where the problem lives.
1 October 2026
Astra and the Ten Problems
The announcement was not a benchmark score. It was ten problems that had not moved in at least a decade.
1 October 2026
AlphaDev Wrote Assembly Nobody Had Thought Of
It did not reduce the number of comparisons. It reduced the number of instructions, which is a different and more useful thing.
1 October 2026
The Other Half of FunSearch: Bin Packing
Cap sets make the headlines. The bin packing result is the one that runs in data centres.
1 October 2026
FunSearch and the Cap Set Problem
Sixteen extra points, in a problem almost nobody outside combinatorics has heard of. The method is what mattered.
1 October 2026
Erdos Problem 728, and the Factorials That Divide
The first Erdos problem widely regarded as having been resolved more or less autonomously by a machine. The statement is three lines long.
1 October 2026
593 Spheres: the Kissing Number in Eleven Dimensions
Newton and Gregory argued about the three-dimensional case in 1694. It took until 1953 to settle, and most dimensions are still open.
1 October 2026
AlphaEvolve Found the Trick Strassen Missed
A saving of one multiplication out of 49 sounds like nothing. It is a change in an exponent, which is not nothing at all.
1 October 2026
Nine Erdos Problems, Proved in Lean
The interesting number is not nine. It is nine out of 353, and the fact that a compiler can confirm all nine in seconds.
1 October 2026
An 80-Year-Old Conjecture, Disproved by a Machine
Erdos thought the square grid was essentially the best you could do. It was not, and the construction that beat it came out of a language model.
1 October 2026
The 26-Payment Year, and Other Frequency Traps
Two rents can look identical per payment and differ by thousands over a year, purely because of how often they fall due.
26 September 2026
A 99% Accurate Test Can Be Wrong Five Times Out of Six
The accuracy of a test tells you almost nothing on its own. What matters is how many people being tested actually have the thing.
26 September 2026
pH Is a Logarithm, and That Changes Everything
The pH scale looks linear, runs from 0 to 14, and does neither of the things that appearance suggests.
26 September 2026
Why Salt Melts Ice but Barely Changes Pasta Water
Salt does the same thing at both ends of the temperature range. It is just far more effective at one of them.
26 September 2026
The Joint Is Part of the Wall
Materials are sold by their own dimensions and installed at rather different ones, and the gap between the two is where estimates go wrong.
26 September 2026
Every Spacing Job Needs One More Than You Think
Dividing the length by the spacing gives you the gaps. It does not give you the things either side of them.
26 September 2026
Boost Is Not the Number That Matters
Two engines running the same boost can be doing quite different amounts of work, because boost is measured from a moving baseline.
26 September 2026
Pipe Size Beats Pump Size
When the pressure at the far end is disappointing, the instinct is a bigger pump. The arithmetic usually points at the pipe.
26 September 2026
Latency Is Distance, and Bandwidth Cannot Fix It
A faster link puts bits onto the wire more quickly. It does not make them travel any faster once they are there.
26 September 2026
Why a Roof Collects Less Rain Than the Rainfall Suggests
The arithmetic of rainwater harvesting is unusually clean, right up to the point where you decide which area to multiply by.
26 September 2026
Squaring Up a Corner With the 3-4-5 Triangle
You cannot trust a corner to be square because it looks square, but you can prove it with a tape measure.
21 September 2026
False Precision: When Extra Decimals Are a Lie
Precision is how many digits you wrote down. Accuracy is whether they are right. They are not the same thing.
21 September 2026
Why Bakers Weigh Flour Instead of Measuring Cups
The same cup holds very different amounts depending on what is in it and how it got there.
21 September 2026
Why Speeding Saves Less Time Than You Think
The same extra ten kilometres per hour buys less and less time the faster you are already travelling.
21 September 2026
Dates Are Harder Than They Look
Adding a month sounds like the simplest possible calculation, right up until the month you land in is shorter than the one you left.
21 September 2026
Unit Conversion Mistakes That Cost Real Money
The dangerous conversions are the ones where both units are called the same thing.
2 September 2026
What BMI Can and Cannot Tell You
A single number built from two measurements cannot distinguish muscle from fat, and was never designed to.
2 September 2026
Small Rate Differences, Large Amounts of Money
The difference between 6 and 6.5 per cent is not eight per cent more interest. Over decades it is far more than that.
2 September 2026
Why a 50% Drop Needs a 100% Rise to Get Back
A 20 per cent fall followed by a 20 per cent rise does not return you to where you started.
2 September 2026
Margin vs Markup: Why the Two Are Not the Same Number
The same dollar of profit, divided by two different numbers, gives two very different percentages.
2 September 2026
Why Area Alone Never Tells You How Much to Order
The measurement is the easy part. What you order is the measurement plus wastage, rounded up to whole units.
2 September 2026
Percentage Points Are Not Per Cent
When the thing being measured is itself a percentage, there are two honest ways to describe a change, and they give very different numbers.
2 September 2026
Averages That Mislead: Mean, Median and the Long Tail
A single unusual value can pull the mean somewhere no actual data point sits.
2 September 2026
Why a Longer Loan Term Costs More at the Same Rate
Stretching a loan out does not make it cheaper. It makes each payment smaller and the total larger.
2 September 2026
Three Levers on a Savings Goal, and Which One Moves
The lever people reach for first is the return, which is the one they control least.
2 September 2026
The Sticker Price Is the Smallest Number on a Car
Interest, on-road costs and fuel are all decided at purchase, and none of them appear on the windscreen.
2 September 2026
Snowball or Avalanche: What the Arithmetic Says
One method wins on money, the other on momentum, and the gap between them is usually smaller than the argument about it.
2 September 2026
What a Small Credit Card Payment Actually Costs
The size of the payment does not change the interest rate. It changes how long the rate has to work on you.
2 September 2026
The Rate You Are Quoted Is Not Always the Rate You Pay
Two accounts advertising the same rate can pay different amounts of interest, and neither is misleading you.
2 September 2026
Why a Poll of 1,000 Can Describe Millions
A national poll and a survey of one town need about the same number of responses, which sounds wrong and is not.
2 September 2026
What a MET Actually Measures
The number on the treadmill display was calculated for somebody, and possibly not for you.
2 September 2026
Body Fat Methods Do Not Agree, and That Is Fine
Every field method is a prediction of a measurement nobody is actually taking.
2 September 2026
Two Formulas for Maximum Heart Rate, Two Answers
Training zones are built on an estimate that carries about ten beats of individual variation either way.
2 September 2026
Why Two Calorie Calculators Give You Different Numbers
The same person, the same day, two reputable formulas, and a gap of sixty calories before anyone has picked an activity level.
2 September 2026
Concrete: Bags, Mix Ratios and Where the Crossover Is
Concrete volume looks small on paper right up until you convert it into bags you have to carry.
2 September 2026
Roof Pitch: Degrees, Ratios, and the Area You Actually Cover
The roof is bigger than the building underneath it, and the difference is a fixed multiplier.
2 September 2026
How Unusual Is Unusual? Standard Deviations and Z-Scores
Thirty points above average means nothing until you know how spread out the data is.
2 September 2026
Coins Have No Memory, and Neither Do Roulette Wheels
The coin does not know what it did last time, and no amount of history changes the next flip.
2 September 2026
What a Correlation Coefficient Does Not Tell You
A strong r means the points sit near a straight line. It does not mean one column caused the other.
2 September 2026
Inflation and the Money You Have Not Spent Yet
A balance that grows every year can still buy less every year, and the statement will not mention it.
2 September 2026
Adding Tax and Removing Tax Are Different Sums
The percentage going on and the percentage coming off are calculated from different bases.
2 September 2026
The Part of Your Power Bill That Is Not Usage
Comparing plans on the usage rate alone compares the smaller half of some bills.
2 September 2026
Business Days and Calendar Days Are Different Clocks
A quarter looks like three months of work and contains rather less than that.
2 September 2026
Why MPG Hides How Much Fuel You Actually Save
Two upgrades, one worth twenty extra miles per gallon and one worth ten, and the smaller one saves far more fuel.
2 September 2026