WealthPercentile › Methodology

Methodology

How WealthPercentile estimates where an income or a net worth ranks among 5.5 billion adults in 77 countries and territories — what the numbers mean, where they come from and how far you can trust them.

What the numbers mean

When the calculator says you are in the top 5%, it means that about 5% of adults in the group you chose have more net worth (or income) than the amount you entered, and 95% have less. Adults are people aged 20 and over. The group can be the whole world, the European Union or a single country.

The figures are model estimates, not a register of real people. Nobody’s personal data is used, and the amount you type never leaves your browser.

What we measure

Net worth

Everything a person owns at current market value — homes and other property, bank deposits, shares, funds, business ownership and funded pension savings where the source includes them — minus all debt. Household wealth is split equally between the adults in the household, following the World Inequality Database convention. If you share your finances with a partner, enter the joint amount and tick joint amount: the calculator then counts your half.

Income

For cross-country comparison we use pre-tax national income per adult as defined by the World Inequality Database: wages, business income, pensions and capital income, plus some components that never reach a payslip, such as retained company profits and the imputed rent of owner-occupied homes. Because this measure is broader than taxable income, a typical salary ranks lower here than in national tax statistics. Where we use national statistics instead (Norway, Sweden, Denmark, Finland, the United Kingdom and the United States), we say so next to the result.

Currency

Each country’s distribution is kept in its own currency, so a rank within a country does not depend on exchange rates. Comparisons across countries use the European Central Bank’s reference rates of 2026-10-09 (for example 1 EUR = 10.7155 NOK = 1.1206 USD). Countries whose currency the ECB does not publish are converted at WID’s 2025 average market rate, and Morocco and Uruguay keep the rate of 31 December 2025. The conversion is not adjusted for differences in living costs (PPP), so the same amount buys more in some countries than others.

Data sources

The model combines international and national sources. Each source is used for a specific purpose:

SourceHow it is used
World Inequality Database — bulk data download (2026 update)Generalized percentiles (127 groups) of pre-tax national income and net personal wealth, adults 20+, equal-split, 2023–2024; average income and wealth per adult and market exchange rates 2025. Shape and level of every v11 country curve.
WID Codes DictionaryPre-tax national income, personal wealth, equal-split treatment and age 20+ definitions.
ECB euro reference rates — 2026-10-09Conversion between currencies for cross-country comparison and display.
UN Demographic Yearbook 2024, Table 720 country age tables with source dates 2020–2024; first total column checked against screenshots; historical adult ratios carried to 2025 totals.
Statistics Norway, table 10924: Gross income by income intervalNorwegian personal gross income before tax, 2024. Used for Norway in the calculator.
Statistics Norway, table 10318: Household wealth by decileNorwegian net worth with homes at estimated market value. Used for Norway in the calculator.
Statistics Norway, table 06655: Gross income by income interval and ageNorwegian gross income by age group, 2024. Used for the age-group comparison in the calculator.
Statistics Sweden (SCB), table HE0110A/SamNetFrakt: Income distribution (fractiles), and SamForvInk1Statistics Sweden (SCB): total earned income before tax per person aged 20+, 2024. Used for income ranks in this country in the calculator.
Statistics Denmark, StatBank INDKP221 (persons by pre-tax income interval) and INDKP201 (mean pre-tax income by age)Statistics Denmark: total pre-tax income per person aged 20+, 2025. Used for income ranks in this country in the calculator.
Finnish Tax Administration statistics database, table 20.2: Income, deductions and taxes by total income and age group (tax year 2024)Finnish Tax Administration: total income before tax per person aged 18+, tax year 2024. Used for income ranks in this country in the calculator.
HMRC Table 3.1a: Percentile points from 1 to 99 for total income before and after tax (SPI 2023–24); Income Tax liabilities statistics (36.7 million taxpayers)HM Revenue & Customs (Survey of Personal Incomes): total income before tax, tax year 2023–24. Below the personal allowance (£12,570) ranks are approximate. Used for income ranks in this country in the calculator.
US Census Bureau, CPS ASEC 2025: PINC-02 (people 18+ by total money income) and PINC-11 (income distribution to $250,000 or more)US Census Bureau (CPS ASEC 2025): total money income before tax per person aged 18+, 2024. Used for income ranks in this country in the calculator.
Forbes World’s Billionaires 2026: billionaires by countryNumber of billionaires in the ten countries with the most billionaires (US 989, China 539, India 229, Germany 212, Russia 147, Italy 89, Canada 82, Hong Kong 71, Brazil 70, Taiwan 66). Calibrates the extreme tail of nine of them (Hong Kong cannot be matched within WID’s data); no person-level data are used.
All 48 sources, including country-specific national statistics
SourceHow it is used
World Inequality Report 2026: Country Sheets40 country tables: mean, bottom 50%, middle 40%, top 10% and top 1%. Distribution year 2024; population 2025. These are estimates, not 40 complete administrative registers.
World Inequality Lab TN 2026/04: Global Inequality Update2025 national income, PPP/MER ratios and population; tables 3–4 and the latest country appendix. Published values are rounded.
WID Codes DictionaryPre-tax national income, personal wealth, equal-split treatment and age 20+ definitions.
WID: Income comparator methodologyDistinguishes cash income, imputed housing returns and retained corporate earnings.
ECB Household Finance and Consumption Survey22 countries and 440 published household thresholds in the earlier HFCS foundation. V8 uses 44 source curves and soft shape signals in the main track; these are not individual administrative-register thresholds.
UBS Global Wealth Report 2025Earlier v7 calibration reference: country-level USD millionaire counts for 2024. V8 shows deviations as diagnostics; these are not independent test observations and do not use identical ownership/pension concepts.
Forbes World’s Billionaires 20253,028 billionaires and USD 16.1 trillion, values dated 7 March 2025. Used in v7 calibration; v8 shows deviations after updated moments and demographics. Not a new global full optimization.
ECB euro reference rates — 31 December 2025Fixed display rates used up to v10 (1 EUR = 11.843 NOK = 1.175 USD). Superseded in v11 by ECB rates of 2026-10-09.
Kapital: Norway’s 400 RichestHistorical v6 proxy: 327 Norway-resident family-head entries at NOK 1.35bn in 2026. Retained in the national original track and used as a soft top reference, not equated with 327 WID adults.
Forbes: Countries with the most billionaires 2025Country-level check kept outside calibration; citizenship rather than verified residence. Values dated 7 March 2025.
UN Demographic Yearbook 2024, Table 720 country age tables with source dates 2020–2024; first total column checked against screenshots; historical adult ratios carried to 2025 totals.
World Inequality Lab WP 2024/09, Tables 2–312 principal income/wealth thresholds plus wealth p2; 2022–23 normalized shape anchors, not new 2025 observations. WID/Forbes lineage applies.
Statistics South Africa IES 2022/23Observed household median and mean income; sparse source supports a weak lognormal model only.
WID bulk data and metadata specificationsSchema reference. Superseded in v11: the bulk 127-percentile data are now used (see WID bulk data download, 2026 update).
World Bank PIP percentilesImport specification and source catalogue; consumption and income are kept separate. The complete PIP percentile file was not acquired.
Nigeria GHS Panel 2023–2024Survey availability reviewed. Microdata were not imported, so no claim is made about new Nigerian wealth quantiles.
ECB Distributional Wealth Accounts methodologyComponent-accounting design. Current country component panels were not imported. The component workshop is a sensitivity experiment, not a statistical nowcast.
World Inequality Lab Technical Note 2026/04, country appendix2025 population, PPP national income per inhabitant and rounded MER/PPP ratios. New country macro totals; not direct personal-income observations.
UBS Global Wealth Report 20252024 estimated adult median/mean net wealth and USD-millionaire counts for Switzerland, Singapore and Hong Kong. Values are kept at source level and are not updated to 2025 asset prices.
Swiss Federal Tax Administration wealth-tax statistics 2022Fiscal units, joint returns and tax asset values differ from individual economic wealth. Definitions reviewed; no complete tax-bracket table imported.
Statistics Iceland: income based on tax registers 20252025 mean income about ISK 10.5m and median ISK 8.8m; age 16+, subject to register exclusions. Only these rounded moments are imported, not the full distribution.
Statistics Iceland: liabilities and assets from tax registers 2025Tax-family mean assets ISK 60.4m and liabilities ISK 14.7m. Coverage and family unit differ. Net ISK 45.7m is a derived mean, not a percentile. Diagnostic only, not a fitted adult threshold.
DOSM Household Income Survey 2024 infographic20 monthly gross-household-income bands, mean/median and approximately 8.2m citizen households. Income-band percentages are rounded and normalized. Not all resident households.
OpenDOSM household income percentile catalogueThe 100-percentile dataset was identified but not fully downloaded. This extension uses verified infographic bands and the median, not 100 imported percentile records.
SingStat General Household Survey 2025 reportResident households: 1,487,100; monthly market-income mean SGD 16,159 and median SGD 12,446; 10 bands. Market income includes specified CPF/pension components and excludes government transfers.
Hong Kong C&SD household income table 130-066092025 household counts in monthly income bands; 2.7781m total. The final HKD 40,000+ group is open and contains about 39%; the upper tail is assumed rather than observed.
HCP Morocco household living standards 2022–20232022 annual household mean MAD 89,170, median 52,800, and 71.8% below the mean; total MAD 787.6bn. Includes imputed housing income. Household count is derived from rounded total/mean.
INEC Costa Rica ENAHO 2025 resultsHousehold monthly mean CRC 1,209,825; per-capita mean 485,792 and quintile means. These are not individual gross-income thresholds. Retained as diagnostics and not forced into gross national-income ranking.
INE Uruguay household income Q4 2025Adjusted disposable household monthly income mean UYU 93,495 and median 72,600. Q4 monthly distribution ×12 is annualized, not measured annual income; it is not gross income.
INE Uruguay detailed Q4 2025 reportIncome concept and median. Household count was not acquired; the national-rank denominator is an explicit assumption.
INEI Peru monetary poverty 2024 releaseReal per-capita monthly income PEN 1,196; consumption PEN 891 is separate. No complete income/wealth percentile table was imported. Diagnostic only.
NISR Rwanda EICV7 2023/24Consumption-based living-standards source reviewed. It is not relabelled as gross income or net wealth; microdata were not imported.
ANSD Senegal EHCVM II 2021/22 release7,120 surveyed households; poverty/consumption information is not a gross-income distribution. Microdata were not imported.
ECB reference exchange rates — 31 December 2025CHF, ISK, SGD, HKD and MYR rates used up to v10. Superseded in v11 by ECB rates of 2026-10-09.
Bank Al-Maghrib weekly indicators — 25–31 December 2025MAD 10.712 per EUR on 31 Dec 2025; displayed separately from the ECB source.
BROU 2025 financial statements via Banco Central del UruguayClosing EUR/UYU 45.8693 for 31 Dec 2025. Primary bank statements; not an ECB rate.
World Inequality Database — bulk data download (2026 update)Generalized percentiles (127 groups) of pre-tax national income and net personal wealth, adults 20+, equal-split, 2023–2024; average income and wealth per adult and market exchange rates 2025. Shape and level of every v11 country curve.
ECB euro reference rates — 2026-10-09Conversion between currencies for cross-country comparison and display.
Statistics Norway, table 10924: Gross income by income intervalNorwegian personal gross income before tax, 2024. Used for Norway in the calculator.
Statistics Norway, table 10318: Household wealth by decileNorwegian net worth with homes at estimated market value. Used for Norway in the calculator.
Statistics Norway, table 12599: Population in income and wealth statisticsPopulation base for the Norwegian person-level wealth track.
Statistics Norway, table 06655: Gross income by income interval and ageNorwegian gross income by age group, 2024. Used for the age-group comparison in the calculator.
Forbes World’s Billionaires 2026: billionaires by countryNumber of billionaires in the ten countries with the most billionaires (US 989, China 539, India 229, Germany 212, Russia 147, Italy 89, Canada 82, Hong Kong 71, Brazil 70, Taiwan 66). Calibrates the extreme tail of nine of them (Hong Kong cannot be matched within WID’s data); no person-level data are used.
Statistics Denmark, StatBank INDKP221 (persons by pre-tax income interval) and INDKP201 (mean pre-tax income by age)Statistics Denmark: total pre-tax income per person aged 20+, 2025. Used for income ranks in this country in the calculator.
Finnish Tax Administration statistics database, table 20.2: Income, deductions and taxes by total income and age group (tax year 2024)Finnish Tax Administration: total income before tax per person aged 18+, tax year 2024. Used for income ranks in this country in the calculator.
HMRC Table 3.1a: Percentile points from 1 to 99 for total income before and after tax (SPI 2023–24); Income Tax liabilities statistics (36.7 million taxpayers)HM Revenue & Customs (Survey of Personal Incomes): total income before tax, tax year 2023–24. Below the personal allowance (£12,570) ranks are approximate. Used for income ranks in this country in the calculator.
Statistics Sweden (SCB), table HE0110A/SamNetFrakt: Income distribution (fractiles), and SamForvInk1Statistics Sweden (SCB): total earned income before tax per person aged 20+, 2024. Used for income ranks in this country in the calculator.
US Census Bureau, CPS ASEC 2025: PINC-02 (people 18+ by total money income) and PINC-11 (income distribution to $250,000 or more)US Census Bureau (CPS ASEC 2025): total money income before tax per person aged 18+, 2024. Used for income ranks in this country in the calculator.

World Inequality Database data are used under CC BY 4.0. No person-level rich lists are used.

How the model is built

Each of the 77 countries and territories gets its own distribution curve for net worth and for income. Eight regional residuals cover the remaining adult population, so the world total adds up without double counting. The world ranking is simply the sum of all countries.

  1. Shape. For every country we use the World Inequality Database’s 127 “generalized percentiles” for 2024: the threshold and the average for each percentile from the poorest 1% up to the richest 0.001%, for income and for net worth. Between these points the curve is interpolated; nothing is smoothed away.
  2. Level. The curve is scaled to WID’s 2025 average income and average net worth per adult, in the country’s own currency. The distribution shape is assumed unchanged from 2024 to 2025.
  3. The very top. Within the richest 0.001% the curve follows a Pareto tail aimed at WID’s average for that group, with the tail’s steepness capped so the richest values stay plausible. Where WID’s average is higher than such a tail can hold (often in small countries with a few very large fortunes), that part is left out of the curve; national averages still use WID’s totals. For nine of the ten countries with the most billionaires the tail also matches the Forbes 2026 count (Hong Kong’s 71 billionaires do not fit in WID’s top 0.001% group, about 64 adults, so its tail follows WID). In total the model has about 3,100 adults above USD 1 billion.
  4. Currency. Curves stay in local currency and are converted at ECB reference rates only when countries are compared or combined.
  5. Rest of the world. Eight regional residuals cover the adults not living in the 77 countries, so the world total adds up. Their shapes are borrowed from similar countries and carry a weaker data-quality score.

National statistics

For some countries the calculator ranks you against official person-level statistics instead of the model, because these are closer to what people see in their own tax return:

National income concepts are narrower than the international one (no retained company profits, employer contributions or imputed rents), so the same salary ranks higher here. National data are used only for ranks within that country; the world ranking and the country comparison always use the harmonized model. Above the highest published income interval, national distributions are extended with a Pareto tail.

Germany has no comparable official distribution of total income per person: its income-tax statistics count jointly assessed couples as one taxpayer and lag several years, so Germany uses the model. For net worth by age, Statistics Norway only publishes taxable values (homes at a fraction of market value), which order people too differently from market values to be used reliably.

Data quality scores

Every country is scored separately for income and net worth, from 1 (strong direct source) to 5 (mainly modelled). Since v11 all curves come from WID’s percentile estimates; the score describes how much direct national data stands behind them — at score 5, WID itself fills most gaps from similar countries. For net worth: 16 countries at 2, 43 countries at 3, 18 countries at 5. The scores describe how the curve is built, not a statistical error margin.

ScoreMeaning
1Direct national register or official micro-level distribution
2Official published distribution with good coverage of the top
3Harmonized international estimates (WID) with country-specific shares
4Partial or older country data combined with modelling
5Mainly modelled from similar countries (donor shapes)

See the score for every country on the country list.

Uncertainty

Results show a model range in addition to the central estimate. The range comes from alternative curve shapes, levels and population assumptions. It is a sensitivity range, not a confidence interval. Uncertainty is largest at the very top, in countries with a weak data-quality score, and around zero net worth.

Limitations

Change log

The full technical documentation — validation tests, national source tracks, distribution curves and model inputs — is available in the advanced tool.