On “average” wages: The chart uses a typical/median (net) hourly wage, not the mean. Means are pulled up by high earners, and many HN readers sit above the median. so your personal “hours to basics” will look lower than the chart. Using the mean would systematically understate hours for the typical worker, especially in unequal countries. Also note: the index assumes a single renter; couples/roommates or employer subsidies will reduce hours per person.
The wage structure is very flat in my country, the average wage is only around 15% higher than the median. The median wage is very livable on. For essential or basic needs I would estimate you would only need ~70% of the median wage.
I appreciate that I could be biased, and my guesses could be off, but we're talking about almost a factor two here. If the numbers would be correct the average person does not even have enough money for the minimum essentials every month, which is extremely far from what I see and hear.
You’re right to sanity-check. Our number is hours of pay needed for a single renter on a new lease, not hours actually worked.
Using your own anchors: if essentials ≈ 70% of median net pay and an effective month is ~140 paid hours (vacation/holidays), then
hours = 0.7 × 140 ≈ 98h — nowhere near 200h.
So why would our Nordic rows show >200h? Likely method artifacts:
Rent input: we used current market 1-BR rents (upper bound). Many people have in-place/regulated rents, own, or share, which slashes hours per person.
Hour divisor: some wage series forced monthly ÷ 160–168h instead of ~140 effective hours → inflates the ratio ~10–20%.
Geography mix: capital-city prices vs national wages can overstate costs.
You have 190 hours for Switzerland. The average full time job here is 42 hours a week at most. 4x42 = 168. Not a single person living here is working 190 hours to cover their basic needs. Sorry but your numbers are complete bullshit. No idea why this is on the front page.
Author here. you’re right to flag Switzerland. Our metric is hours of pay for a single new-lease renter, not hours actually worked. But 190 h for Switzerland still looks too high given official anchors.
Quick back-of-envelope with public data:
Typical pay: Median gross ≈ CHF 6,788/mo (FSO). OECD shows the net take-home for an average single worker is ~82% of gross; using actual hours worked ~1,529/yr ⇒ ~CHF 44 net/hour.
Starter basket (monthly): national rent avg ≈ CHF 1,451 (all dwellings; new leases in Zurich can be ~1,7–2,1k), utilities ~CHF 220, basic groceries ~CHF 500–700, Zurich monthly pass CHF 89. That totals roughly CHF 2.3–2.9k.
Hours of pay needed = basket ÷ net hourly ≈ 50–70 h, not ~190 h. (E.g., CHF 2,600 ÷ CHF 44 ≈ 59 h.)
Using a flat 2,080 h/year to derive hourly pay (instead of actual ~1,529) depresses hourly pay and pushes hours up, which likely inflated our Switzerland row.
Mixing capital-city pricing with national wages can also bias upward.
We’ll correct the Switzerland entry and add a footnote showing the actual-hours denominator we used. Appreciate the nudge.
Not a welfare ranking. This measures one thing: hours of work to cover a small monthly essentials basket (rent, utilities, basic food, transport) = price ÷ wage. Healthcare/education/vacation are mostly outside that basket or already baked into hourly pay.
So to put this another way, this is supposed to measure the avg absolute buying power of a worker and compares them by country? The part where I can see the disconnect here is a lot of European countries have their social programs baked into the wage (eg I expect to get paid less to work in Sweden as opposed to the US because I'm getting some of that 'back' through social services) however that isn't always the case for some countries. For example I'm not deducting healthcare costs from my salary in the US, but I'm still paying it after the fact which decreases my spending power.
There's too many specific variables to account for in this that I feel like the general comparison is almost hurtful at worst or doesn't tell the whole story at best.
TL;DR: PPP adjusts prices across currencies; this metric converts a fixed essentials basket into hours of local work.
Formula: Hours = Monthly essentials basket price (local) ÷ Typical local hourly wage.
Two countries can have similar PPP price levels, but if wages differ, the hours required can be very different. This is an affordability / effort measure, not a price-level measure. It’s closer to the classic “hours of work to buy X,” except the “X” is a core monthly basket (rent + utilities + basic food + transport + essentials). Currency-agnostic, distribution-sensitive, and directly relatable to workers’ time.
Author here. The article maps how AI shifts costs to households (riders, grid upgrades) and proposes Self-Powered AI: new clean supply, hour-by-hour local matching, firm backup, and a public ledger (plus water disclosure). It’s operational, verifiable, and pro-growth—just puts costs where they belong. Sources and methods in the piece. Happy to discuss edge cases and prior art.
