Methodology
This page explains where every number on PayByTown comes from, how we check it, and what our calculators leave out. If something here doesn't match what a page shows, that's a bug: tell us.
1. Take-home pay
What it computes. The tax you will owe for 2026 on your wages, spread evenly over your paychecks: federal income tax, Social Security (6.2% up to the $184,500 wage base), Medicare (1.45%, plus 0.9% above $200,000 for single filers), state income tax, and employee contributions to state payroll programs such as disability insurance and paid family leave. Traditional 401(k) contributions and pre-tax health premiums are handled the way each state treats them.
Federal rules come from IRS Rev. Proc. 2025-32 (as amended by Pub. L. 119-21) and the Social Security Administration's 2026 fact sheet.
State rules and the 2-of-3 check. For each state we record every parameter the calculation uses: brackets, standard deduction, exemptions, credits, phase-outs, which pre-tax deductions the state follows, and payroll program rates and caps. Each value is read from the state's own publication (withholding guide, tax form instructions or statute) and compared with two independent references: PolicyEngine-US, an open-source tax model, and the Tax Foundation's 2026 state income tax table. A value is verified when at least two of the three agree. Where the official source and PolicyEngine differ, we use the official value and record the difference.
We publish a state only when every value is verified. As of October 11, 2026, 28 states pass; the other 23 are listed as "being verified" and get no page. Each state page lists every value with its official source and whether each reference agreed. Head of household status is not offered yet because most states' head-of-household values have only one source so far.
Engine testing. The calculation was compared with PolicyEngine-US for all 50 states and DC at six salaries and two filing statuses (612 cases, plus extra cases with pre-tax deductions): with the same parameters, every result is within $1 a year.
Not included (yet):
- Local income taxes on the state pages. They are on the local pages instead; see section 2.
- Dependents and credits such as the child tax credit and earned income credit.
- A second earner: married filing jointly assumes your spouse has no wages.
- Itemized deductions, non-wage income, Roth or after-tax deductions, and supplemental (bonus) withholding.
- Exact withholding. Employers withhold using IRS Publication 15-T, state withholding tables and your W-4, which can differ from the year's actual tax by a few dollars a paycheck (more in a year when a state changes its law mid-year). The difference settles when you file.
2. Local income tax
Local pages cover the six states where cities, counties or school districts tax most wage earners: Pennsylvania (earned income tax and Local Services Tax for every municipality, grouped into one page per school district, plus the Philadelphia Wage Tax), Ohio (city and village income tax with each city's credit for tax paid elsewhere, and school district income tax), Maryland and Indiana (county taxes), Michigan (the 24 taxing cities) and New York (New York City and Yonkers). The numbers come from the same engine as the state calculators, which adds the local tax on top of federal and state tax.
Sources. Each rate is read from the official publisher: Pennsylvania's Act 32 register (DCED) and the City of Philadelphia; the Ohio Department of Taxation's rate tables; the Comptroller of Maryland; the Indiana Department of Revenue; each Michigan city's tax office (Michigan Treasury for Detroit); and the New York Department of Taxation and Finance. Every page links the documents behind its own rates, the period they describe and the date we checked them. See sources.
Verification. A local rate is marked verified only when an independent second publisher shows the same rate: a regional tax collector's rate list in Pennsylvania (York Adams, Capital Tax), RITA or the Cleveland CCA in Ohio, the Department of Legislative Services in Maryland, the State Budget Agency in Indiana, another city's published table in Michigan, or the tax law itself in New York. Where only the official register lists a rate, the page says "single official source" next to it; where a second source disagrees, the page keeps the official register's value and says so. Most Pennsylvania municipalities and all Ohio school districts have a single official source, because no independent list exists for them. Unlike state pages, local pages are published with unverified rates, clearly marked, because the official register is the legal source.
States still being verified. Pennsylvania, Maryland and Indiana have no state take-home calculator yet. Their local pages show the local income tax only, never a take-home figure, and leave out 401(k) and pre-tax inputs. Maryland's county tax depends on Maryland taxable income, which uses the 2026 standard deduction from the state's withholding guide because the figure for returns was not yet published; Maryland pages say so.
Simplifications (each page repeats the ones that apply):
- One job, and the same home and work location all year.
- Home and work in the same state. Cross-state commuters (for example New Jersey to Philadelphia, or out-of-state residents working in Maryland or Indiana) are not modeled.
- Ohio: where a city's credit for tax paid to a work city is not published in our sources, the calculator applies no credit and warns that your tax may be lower. Joint economic development districts and the 20-day occasional-worker rule are not modeled.
- New York City: the household and school tax credits come from the 2025 IT-201 instructions (their amounts are set in law and not indexed). The exact rate schedule is used, so results can differ by a few dollars from the IT-201 tax table.
- Mid-year changes: Philadelphia's July 1 rate change is weighted by days. Other mid-year changes (for example an Indiana county's October 1 withholding rate) use the January 1 rate for the year, and the page says so.
- The tax shown is the year's liability. Withholding can differ (for example, Pennsylvania employers withhold the LST per pay period and Michigan cities withhold after exemptions).
Which places get a page. Pennsylvania: every school district, because its municipalities share a school tax and its page carries their own rate table. Ohio: cities with their own tax office, cities of 20,000 people or more (Census 2024 estimate), and any city whose combination of rate and credit is unique in Ohio; every other taxing city and village is listed, with its rate and credit, on its county page. Maryland, Indiana, Michigan and New York: every taxing county or city.
3. Childcare prices
Childcare prices come from the U.S. Department of Labor Women's Bureau National Database of Childcare Prices: county medians of full-time weekly prices by child age (infant, toddler, preschool, school-age) for childcare centers and family childcare homes.
- 2022 prices. 2022 is the latest year the database covers, and every page says so. We do not adjust these prices for inflation, so current prices are likely higher.
- Source-estimated values. Where the Department of Labor had no direct 2022 survey price, it estimated one (for example, carried forward from a state's earlier survey, or converted from a daily or monthly price). We mark these "est." and each county page lists the methods used.
- No invented numbers. Counties with no published price get no page. We never average counties into a statewide price, because the source doesn't publish one.
- Monthly figures are the weekly price × 52 ÷ 12, and say so.
4. The afford-to-live-here calculator and other tools
The afford-to-live-here calculator combines these inputs, each named next to its number:
- Take-home pay from the engine above (only for verified states; elsewhere you enter it).
- Rent: HUD Fair Market Rents, FY 2027 (federal fiscal year Oct 1, 2026 - Sep 30, 2027); FMR Notice 91 FR 56156. These are 40th-percentile gross rents (rent plus utilities except phone and internet) for standard units, not medians or asking rents.
- Property tax when buying: Census ACS ACS 5-year 2020-2024 (pooled survey period; dollars in 2024 inflation-adjusted dollars), county median real estate taxes paid divided by median home value (an effective rate, not a statutory rate).
- Electricity: EIA average monthly residential bill by state, calendar year 2024 (annual).
- Groceries: USDA Food Plans, August 2026 (monthly report), using USDA's household-size adjustments.
- Sales tax: each state's base rate from its revenue agency page; local sales taxes are not included. Where we could not confirm a state's rate on its agency page, none is filled in.
Every input can be replaced with your own figure. We don't publish insurance averages: the main source (NAIC premium reports) is copyrighted.
The HELOC, credit card payoff and home affordability calculators apply standard loan math to the numbers you enter; each page explains its formula and assumptions. Rates shown as starting values are examples, not market quotes.
5. How datasets are checked
Each dataset is downloaded from the official file and stored with its source, the period it describes and the date we retrieved it. After processing, we re-check a random sample of records against a second copy of the source (for example, the published PDF edition of the same table). Missing values stay missing; we never estimate or interpolate.
6. Dates
- Data period: the period the source's figures describe (a tax year, a survey year, a fiscal year).
- Last updated: when we retrieved and checked the data, or last changed the page.
7. Corrections
Found an error? Contact us with the page address. We re-check the source and update the page and its date.
Last updated October 11, 2026.