Home›Calculators›Paycheck›Minnesota›Duluth

Looking for the national Paycheck? Paycheck Calculator Calculator.

Paycheck Calculator for Duluth, MN

Local data pre-filled

Written by Jere Salmisto·Reviewed by CalcFi Editorial·Methodology
TL;DR

Housing: $253,294 median home, $1,559/mo/mo median rent, PITI ~$1,810/mo (11% down, 6.30% PMMS). Income: $71,067 median household; rent burden 26.3% (within 30% guideline). Taxes: 1.30% effective property tax rate → ~$3,293 annual bill. Cost of living: BEA RPP index 90 (national baseline = 100); estimated annual commute cost ~$3,310. Context: unemployment 3.8%; job market led by Minnesota state industries.

Source: Zillow ZHVI/ZORI · Census ACS · Tax Foundation, 2025–2026

📍 Customized for Duluth, Minnesota

The median household income in Duluth, MN is $71,067/year ($5,922/mo gross). After federal and state taxes, take-home pay varies. We've pre-filled the calculator with the local median so you can compare your salary to your neighbors.

Median Home
$253k
Median Rent
$1,559/mo
Median Income
$71k/yr
Property Tax
1.30%
Cost of Living
90 / 100 avg

✓ Calculator below is pre-filled with Duluth local data

Data as of Apr 2026 · Sources: Zillow, Census ACS, Tax Foundation, Freddie Mac

★Reality Score— See how your Duluth numbers actually stack up in 60 seconds.See my full picture →
3-minute readout across rent, debt, and savings — not a credit pull.

Loading Paycheck Calculator for Duluth…

Minnesota Financial Snapshot (2026) — Paycheck Calculator

Bracket stack and standard deduction are the primary inputs for the paycheck calculator in Minnesota. Every row cites a primary public dataset. Numbers reflect the most recent vintage available; refresh cadence is documented in the methodology.

MetricMinnesotaSource
Median household income$71,067/yr[1][1]
Median home value (ZHVI)$335,000[2][2]
Top marginal income tax rate9.85%[3][3]
Standard deduction (single)$14,950[4][4]
Property tax effective rate1.12%[5][5]
Cost-of-living index (BEA RPP)98.3 (US = 100)[6][6]

How the Paycheck Calculator Math Works Under Minnesota Law

Your Minnesota paycheck calculator stacks federal and state income tax onto FICA (Social Security 6.2% + Medicare 1.45%). Minnesota's 2026 structure is graduated, with a top marginal rate of 9.85%[1]. Standard deduction for single filers: $14,950. Married filing jointly: $29,900.

Taxable income (single)Marginal rate
$0 – $32,5705.35%
$32,570 – $106,9906.80%
$106,990 – $198,6307.85%
$198,630+9.85%

Calc-specific note: Take-home = gross − federal bracket tax − FICA (7.65%) − state tax − pre-tax deferrals (401k/HSA).

Worked example — Minnesota

On a $5,000 biweekly gross paycheck in Minnesota: deduct 7.65% FICA ($382.50), estimate 12% federal withholding ($600), 9.85% state (493), leaving $3,525 before retirement contributions. Pre-tax 401(k) shifts dollars into the lower effective bracket.

Local context: Duluth, MN

Housing economics in Duluth, MN. The median home value runs 29.2% below the U.S. baseline for Duluth, MN is $253,294 per Zillow's home-value index. Median rent runs $1,559 a month per Zillow ZORI, cheaper than the national $1,850 baseline. Effective property tax sits at 1.30% of assessed value, meaningfully higher than the 0.99% national average tracked by the Tax Foundation. Lenders in Duluth, MN have quoted 6.30% on the 30-year fixed product over the trailing four-week window per Freddie Mac PMMS — the prevailing posted rate before any borrower-specific lock-ins.

Income and tax climate. Minnesota's top marginal state income tax bracket lands at 9.85% — compared to the volume-weighted national average around 4-5%. BEA's Regional Price Parity scores Duluth, MN at 90.0 (national = 100), meaning a dollar in Duluth, MN buys 111¢ — more goods and services than the same dollar nationally.

How Duluth, MN's tax structure plugs into the calculator. Federal brackets are the same in every state, but the state-level overlay changes the marginal and effective rates that actually leave your paycheck. The income tax, paycheck, capital gains, and self-employment calculators all factor Duluth, MN's top marginal rate, standard deduction, and (where applicable) local payroll levies into the take-home math. Sales tax surfaces in cost-of-living comparisons rather than in income calculators. Property tax shows up only on real-estate calculators. Each calculator on this page uses the Duluth, MN numbers above where the rule applies and federal-default values everywhere else.

Local context as of 2026-05-31. Live data sources are listed in the Sources section below; each metric carries its own retrieval date.

Duluth versus the U.S. baseline

How does Duluth, MN stack up against the national average on the metrics that drive the calculators on this page? The table below pairs the Duluth, MN-specific reading against the U.S. baseline so you can see at a glance whether your local scenario runs above or below typical. Three to five percentage points of difference on most of these inputs translates into meaningful changes in calculator output — for example, a 50-basis-point difference in mortgage rate moves the monthly payment on a $400,000 30-year loan by roughly $130.

MetricDuluth, MNU.S. baselineDifference
Median home value[zillow]$253,294$358,000-29.2%
Median monthly rent[zillow]$1,559$1,850-15.7%
Property tax (effective)[tax-foundation]1.30%0.99%31.3%
State top marginal income tax[tax-foundation]9.85%~4.08% (volume-weighted)5.8 pp
State cost-of-living index[bea-rpp]90.0100.0-10.0 pts

How to use the Paycheck Calculator

Walk through using the Paycheck Calculator with Duluth, MN-specific defaults pre-loaded from primary sources.

  1. Enter your Duluth numbersFill in the paycheck inputs. Defaults reflect Duluth, MN 2026: median home $253,294, median rent $1,559/mo, 1.30% effective property tax.
  2. Apply the local 2026 inputsThe median home value in Duluth is $253,294 (Zillow ZHVI), with median monthly rent running $1,559/mo.
  3. Compare against Duluth contextMonthly PITI on the $253,294 median home in Duluth is ~$1,810/mo — vs a $1,559/mo median rent.

How Minnesota Compares to Neighboring States

Moving one state over changes the paycheck numbers. Compare median home value (Zillow ZHVI), top marginal income tax rate, effective property tax rate, and the BEA all-items Regional Price Parity across Minnesota and its border states.

StateMedian homeTop inc taxProp tax rateRPP (US=100)
Minnesota (this page)$335,0009.85%1.12%98.3
check Iowa$215,0003.80%1.50%88.8
see North Dakota$265,0002.50%0.98%88.2
check South Dakota$275,000None1.24%88.1
Wisconsin$295,0007.65%1.85%93.2

Sources: Zillow ZHVI[1], state Departments of Revenue / Tax Foundation[2], Tax Foundation property taxes[3], BEA Regional Price Parities[4].

What Changes Your Result in Minnesota

  • Marginal vs effective rate:Top marginal rate (9.85%) applies to the last dollar earned above the top bracket floor. Your effective rate — total state tax divided by taxable income — will be lower for most filers.

Related Calculations for Minnesota

These calculators share inputs with the paycheck formula, so pair them to pressure-test your answer from multiple angles.

  • how income tax works for Minnesota residents — paycheck withholding reflects income tax.
  • Minnesota payroll withholding numbers for 2026 — withholding is computed inside the paycheck calc.

How Duluth Compares to the National Average

Understanding how Duluth stacks up helps you calibrate your financial planning.

MetricDuluth, MNUS AverageDifference
Median Home Price$253,294$420,800-39.8%
Median Monthly Rent$1,559$1,713-9.0%
Median Household Income$71,067$74,580-4.7%
Property Tax Rate1.30%1.10%+18.2%
Cost of Living Index90100-10.0%

Sources: U.S. Census Bureau, BLS, Zillow, NAR (2024–2025). Green = favorable for residents; red = less favorable.

Duluth Financial Snapshot

Population (Metro)
295,000
Unemployment
3.8%
Avg Commute
19 min
Median Age
35.2
Price-to-Rent Ratio
13.5x
Annual Property Tax
$3,293
← Paycheck Calculator (all states)← Paycheck Calculator for Minnesota

More Financial Calculators for Duluth, MN

Mortgage Payment CalculatorMortgage Affordability CalculatorHome Insurance EstimatorCapital Gains Tax CalculatorTax Bracket CalculatorProperty Tax CalculatorCost of Living ComparisonRent vs Buy Calculator

Paycheck Calculator in Other Minnesota Cities

MinneapolisRochesterSt. Cloud

Frequently Asked Questions — Duluth

Can median-income households afford the median home in Duluth?
With a ~$1,810 monthly PITI and $71,067 median income, housing would consume ~30.6% of gross annual income. Qualifying under the 28% DTI rule requires ~$77,571 in annual income. Educational reference only.
Is it better to rent or buy in Duluth?
Duluth's price-to-rent ratio (13.5x) tilts toward buying — below 15x, homes are economical relative to renting.
What is the annual property tax bill on the median home in Duluth?
Approximately $3,293/yr at the 1.30% effective rate on the $253,294 median home. The national average effective rate is 1.07%.
What share of median income goes to rent in Duluth?
The $1,559/mo median rent represents 26.3% of the $71,067 median household income. The recommended housing cost threshold is 30%; Duluth falls within that guideline. Educational reference only.
How much does commuting cost in Duluth?
Average commute time in Duluth is 19 minutes per ACS. Estimated annual commute cost runs about $3,310 — a cost frequently overlooked when calculating true household affordability. Educational reference only.
How does the cost of living in Duluth compare to the national average?
Duluth's BEA RPP index is 90, 10% below the national baseline of 100. For a household earning the national median income of $77,540, this translates to ~$7,754/yr in purchasing power difference. Educational reference only.
What is the median home price in Duluth, MN?
The median home price in Duluth is $253,294 as of 2025–2026.
What is the average rent in Duluth?
The median monthly rent in Duluth, MN is $1,559.
Where does Duluth data on this page come from?
Duluth numbers are pulled from Zillow ZHVI/ZORI (home values, rent), the U.S. Census Bureau ACS (income, demographics), and Tax Foundation (property tax). Each value is timestamped on the page.
How often is the Duluth paycheck updated?
Source feeds (Zillow, Freddie Mac PMMS, Census ACS) are refreshed on their native cadence — hourly for mortgage rates, monthly for ZHVI/ZORI, annually for ACS. Page caches revalidate every 24 hours via Next.js ISR.
Does the paycheck replace professional advice?
No. This calculator gives educational estimates using public Duluth data and standard formulas. It is not personalized tax, legal, or investment advice. Consult a licensed professional for decisions with material consequences.

Minnesota State Context

Minnesota Real Estate Tips

Tip

Minnesota's median home price of $345,000 is near the national average, with Twin Cities metro running $350-450K.

Tip

Minnesota Housing offers multiple programs with DPA and below-market rates.

Tip

Property taxes at 1.12% are slightly above the national average.

Minnesota Homebuyer Programs

  • ✓Minnesota Housing Start Up Program — below-market mortgages with DPA.
  • ✓Minnesota Housing Deferred Payment Loan — up to $12,000 in DPA as a deferred loan.

Statewide Minnesota figures apply broadly across Duluth. County- and city-level variation can be significant — verify against local sources before closing a transaction. [3]

How we compute this — methodology

The Duluth page uses local median home price ($253,294), median rent ($1,559/mo), and property tax rate (1.30%) alongside the calculator's client-side formula. Calculations run in your browser — no inputs are sent to a server.

Refresh cadence:home price (Zillow ZHVI) and rent (Zillow ZORI) are reviewed monthly when the source publishes. Property tax and cost-of-living figures refresh annually. The page's dateModified reflects the most recent retrievedAt across every sourced value rendered above.

Known limits: ZIP-level variance within Duluth can be substantial — the figures shown are city-wide medians. For a precise property tax quote, consult your county assessor.

Sources

  1. Zillow Research — ZHVI (Zillow Home Value Index) + ZORI (Zillow Observed Rent Index), city-level. zillow.com/research/data. Retrieved 2026-04-19.
  2. U.S. Census Bureau — American Community Survey (ACS) 5-year estimates for median household income and population. census.gov/programs-surveys/acs.
  3. CalcFi state financial context — tips + first-time homebuyer programs compiled from each state's Housing Finance Authority (HFA) public pages. See src/data/state-financial-context.ts.
  4. Tax Foundation — state property tax effective rates and state/local sales tax rates. taxfoundation.org.
  5. Freddie Mac Primary Mortgage Market Survey (PMMS) — weekly national mortgage rate averages used by mortgage-related calculators. freddiemac.com/pmms.
  6. Internal Revenue Service — federal individual income tax brackets and standard deductions — www.irs.gov/forms-pubs/about-publication-17. Retrieved 2026-04-19.
  7. Social Security Administration — OASDI / Medicare benefit + contribution rules — www.ssa.gov. Retrieved 2026-04-19.
  8. State Departments of Revenue — official bracket + deduction publications (one primary URL per state; linked in the brackets table below) — taxfoundation.org/data/all/state/state-income-tax-rates. Retrieved 2026-04-19.
  9. BLS Occupational Employment and Wage Statistics (OEWS) — state-level occupational wages — www.bls.gov/oes. Retrieved 2026-04-19.
  10. Freddie Mac Primary Mortgage Market Survey (PMMS) — weekly national mortgage rates — www.freddiemac.com/pmms. Retrieved 2026-04-19.
  11. NAIC Dwelling Fire, Homeowners Owners, and Homeowners Tenants Insurance Report — content.naic.org/article/homeowners-insurance-report. Retrieved 2026-04-19.
  12. Bureau of Economic Analysis — Regional Price Parities by State — www.bea.gov/data/prices-inflation/regional-price-parities-state-and-metro-area. Retrieved 2026-04-19.
  13. U.S. Department of Labor — State Minimum Wage Laws — www.dol.gov/agencies/whd/minimum-wage/state. Retrieved 2026-04-19.
  14. FRED (Federal Reserve Economic Data) — real median household income, unemployment, HPI, LFPR per state — fred.stlouisfed.org. Retrieved 2026-04-19.
  15. HUD Fair Market Rents — 50th-percentile 2-bedroom FY — www.huduser.gov/portal/datasets/fmr.html. Retrieved 2026-04-19.

Spot an error? Email hello@calcfi.app with the URL and the correct figure.

Related Calculators & Locations

Same Calculator, Other Cities

  • Atlanta
  • Austin
  • Boston
  • Charlotte
  • Chicago
  • Columbus

Same Calculator, Other States

  • Illinois
  • Indiana
  • Iowa
  • Kansas

Related Calculators for Duluth

  • Tax Bracket
  • Income Tax Calculator
  • Self Employed Tax
  • Capital Gains Tax
  • Payroll Withholding
  • Estate Tax

National reference: Paycheck Calculator Calculator

Money Score
--

Analyze 3 calcs to unlock

0 of 3 analyzed

View your saved analyses

Recently used

Your recents will appear here

Related calculators

Tax Bracket Calculator 2026Self-Employment Tax Calculator 2026: Keep More MoneyPay Raise Calculator 2026
Browse all categories
Mortgage & Real EstateDebt & LoansInvestments & CryptoRetirement & SavingsTax & BusinessCareerReal EstateCost GuidesHome ImprovementLegal & BusinessAuto & VehicleEducationPetsImmigrationMilitary
HomeTax & IncomePaycheck Calculator · Calculate Your Net Take-Home Pay

What's actually left after taxes?

Calculate your exact net paycheck after federal tax, state tax, FICA, and pre-tax deductions.

Auto-updated May 30, 2026 · Verified daily against IRS, Fed & Treasury sources

Instant resultsNo signupVerified formula
Free · No signup · Verified
Paycheck Calculator · Calculate Your Net Take-Home Pay

Enter your numbers below

Household

Model your numbers solo or as a couple. Saved as one household decision either way.

Salary quick select
$

Your pre-tax yearly salary from your employer (e.g., $85,000). This calc converts gross to net.

How often you get paid. Biweekly (every 2 weeks) is most common.

Filing status quick select

How you file your federal return. Married Filing Jointly usually has the lowest tax.

Your state of residence. TX, FL, NV, WA, WY, TN, SD have no income tax.

401k Contribution
%

% of gross salary. 5% of $75,000 = $3,750/yr.

$

Your share of employer health insurance (pre-tax). Common gotcha: use annual, not monthly.

Add other contributions like an or to your 401(k) line for a closer estimate. items (Roth, life insurance) don't change federal withholding.

Assumptions· 2026

  • ·2026 federal withholding tables (IRS Publication 15-T)
  • ·FICA: 6.2% SS to $176,100 + 1.45% Medicare (0.9% surtax above $200k)
  • ·W-4 withholding based on single/MFJ filing status entered
  • ·Standard pay frequency: biweekly (26 pay periods)
When this is wrong
  • ·State income tax withholding — varies by state
  • ·Pre-tax deductions (401k, HSA, FSA, health insurance premiums)
  • ·Supplemental withholding on bonuses (flat 22% federal)
  • ·Local/city income taxes (NYC, Philly, Detroit, etc.)
Assumptions· 2026▾
  • ·2026 federal withholding tables (IRS Publication 15-T)
  • ·FICA: 6.2% SS to $176,100 + 1.45% Medicare (0.9% surtax above $200k)
  • ·W-4 withholding based on single/MFJ filing status entered
  • ·Standard pay frequency: biweekly (26 pay periods)
When this is wrong
  • ·State income tax withholding — varies by state
  • ·Pre-tax deductions (401k, HSA, FSA, health insurance premiums)
  • ·Supplemental withholding on bonuses (flat 22% federal)
  • ·Local/city income taxes (NYC, Philly, Detroit, etc.)
Example: Teacher in California▾

Angela, 41, 7th-grade science teacher in Fresno USD, Step 8 salary $72,400. She files Single, contributes 5% to CalSTRS (pension). CalSTRS replaces Social Security for most California teachers. She wants to know her biweekly take-home.

  • Gross annual salary: $72,400
  • Pay frequency: Biweekly (26 periods)
  • Gross per period: $2,784.62
  • Federal income tax (W-4 Single): ~$288 est.
  • Social Security (6.2%): $172.65
  • Medicare (1.45%): $40.38
  • CA SDI (1.1% 2025): $30.63
  • CA income tax (~6.5% effective): ~$181
  • CalSTRS contribution (5%): $139.23
Biweekly net take-home
$1,933/paycheck (~$4,185/mo)

Takeaway: Angela's effective total tax + pension deduction rate is ~31%. California's SDI rate increased to 1.1% in 2024 with no wage cap (AB 102). CalSTRS members don't pay into Social Security — a critical retirement planning difference vs private-sector workers.

When this calculator is wrong▾
  • 2020+ W-4 redesign eliminated allowances

    The 2020 W-4 replaced allowances with dollar-based adjustments (Steps 2–4). If you have a pre-2020 W-4 on file or enter legacy allowance counts, federal withholding will be miscalculated. Filing a new W-4 is required after any life event per IRS Publication 505.

  • Supplemental wage rate on bonuses

    Bonuses paid as separate payments are withheld at a flat 22% federal supplemental rate (37% above $1M in 2025) per Rev. Proc. 2024-40 — not the marginal rate from your regular paycheck. Year-end withholding true-up may produce a refund or balance due.

    Bonus Tax Calculator
  • Multi-state workers

    Remote workers whose work state differs from residence state may owe taxes in both. New York applies "convenience of employer" rules — NY taxes 100% of your income even if you live in NJ and work from home, unless your employer maintains a bona fide NJ office for you.

    Salary After-Tax Calculator
  • Pre-tax benefit deductions reduce taxable wages

    HSA contributions, Section 125 FSA elections, and pre-tax commuter benefits reduce both federal taxable wages and FICA base. A $3,200 FSA election saves $244 in FICA plus marginal income tax. These reductions are not reflected unless entered as pre-tax deductions.

    HSA Calculator
  • Additional Medicare Tax (0.9%) at high incomes

    An additional 0.9% Medicare surtax (§3101(b)(2)) applies to wages above $200,000 for single filers and $250,000 MFJ. Employers withhold it above $200k per employee regardless of filing status — married couples may under-withhold through payroll and owe at filing.

Related calculators

Tax Bracket Calculator 2026Self-Employment Tax Calculator 2026: Keep More MoneyPay Raise Calculator 2026
Your Results

Based on your inputs

Demo numbers · replace inputs to see yours
State not set: assuming 0% state tax. Pick your state above for accurate take-home (CA/NY/etc. can swing this by thousands).
Your Take-Home PayGross minus federal, state, FICA, pre-tax deductions
$2,220

per paycheck · $4,811/mo

After federal + state + FICA, you keep about $2,220 per paycheck. That's $4,811 per month before housing, transit, food. Annual: $57,732.

Gross Per PaycheckAnnual salary ÷ pay periods/year
$2,885

before taxes & deductions

Effective Tax Rate(Federal + state + FICA) ÷ gross income
16.4%

Marginal bracket: 22% · You keep 77.0% of gross

You pay 16.4% of every dollar in tax overall, but the next dollar would be taxed at 22%. That's why a raise feels smaller than it should.

Annual Pay Breakdown

Gross Pay (per paycheck)$2,885
Federal Income Tax-$253
State Income Tax-$0
FICA (SS + Medicare)-$221
Pre-Tax Deductions-$190
Net Take-Home Pay$2,220

Want deeper insight? Save this result to see it analyzed across your full Financial Picture: retirement readiness, housing affordability, and tax efficiency all in one view. Use the Save or Analyze button above.

What to check next

Are you saving enough for retirement?

Paycheck shows today's take-home. The 401k calculator shows whether your current contribution will fund retirement, and what raising it 1–2% does to your paycheck.

What's your real tax rate?

Your is 22%, but your is what you actually pay on average. The tax bracket tool shows exactly how the next dollar of income (raise, bonus, side gig) gets taxed.

Can you afford that house?

Lenders qualify you on gross income, but affordability runs on the $4,811/mo you actually take home. See the real max.

Money Score: Analyze 3 calcs across rent, debt, and savings to unlock.

More actions
Embed
Saved
Money Score
--

Analyze 3 calcs to unlock

0 of 3 analyzed

View your saved analyses

Your next step

📊 Analyze 3+ calcs to unlock your Financial Picture dashboard (cross-analysis of all your numbers).

Continue with Mortgage Affordability

Decision guides

2026 Federal Tax Brackets
Updated brackets, standard deductions, IRS limits.
Capital Gains Tax Rates 2026
Short vs. long-term rates and planning moves.
Capital Gains Tax Guide
What triggers gains and how to reduce them.

Deep-dive articles

Key Takeaways

  • Gross pay is your total earnings; net pay is what reaches your bank account after all deductions.
  • Federal income tax uses progressive 2025 brackets (10% to 37%) based on filing status and income.
  • FICA consists of Social Security (6.2% up to $176,100) and Medicare (1.45% on all wages), plus 0.9% surtax for high earners.
  • Traditional 401k and health insurance contributions reduce your taxable income dollar-for-dollar.
  • Your effective tax rate (total tax ÷ gross income) is typically 20-30% for middle-income earners.

The Anatomy of Your Paycheck: Where Your Money Goes

You earn $5,000 biweekly. But your take-home is only $3,200. Where does the other $1,800 go?

Understanding your paycheck breakdown isn't just about knowing the math. It's about understanding how much you're really earning and planning your finances accurately.

Gross Pay vs. Net Pay: The Critical Distinction

Gross Pay

Your gross pay is your total earnings before any deductions. It's what you negotiated for, what's reported to the IRS, and what appears on job offers.

Example:"$100,000 annual salary" = $100,000 gross, paid as ~$3,846 biweekly (26 paychecks/year).

Net Pay (Take-Home Pay)

Your net pay is what actually deposits into your bank account: gross pay minus all deductions.

For the same $100,000 salary in a medium tax state, net might be only $70,000-$75,000 annually.

The Deductions: What Reduces Your Paycheck

Paycheck deductions fall into two categories: mandatory (taxes) and voluntary (benefits).

Mandatory Deductions

1. Federal Income Tax Withholding

The IRS requires employers to withhold federal income tax based on:

  • Your 2025 tax bracket (10%, 12%, 22%, 24%, 32%, 35%, or 37%)
  • Your filing status (Single, Married, Head of Household)
  • Your W4 allowances (how many dependents, additional withholding, etc.)

How much is withheld? The IRS provides withholding tables, and employers use your W4 to calculate it. The goal is to withhold enough throughout the year that you don't owe a large tax bill on April 15.

2025 Tax Brackets (Single Filer):

Income RangeTax Rate
$0–$11,92510%
$11,926–$48,47512%
$48,476–$103,35022%
$103,351–$197,30024%
$197,301–$250,52532%
$250,526–$626,35035%
$626,351+37%

Note: Only income within each bracket is taxed at that rate. A single filer making $60,000 pays 10% on the first $11,925, 12% on the next $36,550, and 22% on the remaining $11,525. Total tax: ~$8,879 (effective rate: 14.8%).

2. FICA Taxes (Social Security & Medicare)

FICA is a flat tax on wages, split between you and your employer:

  • Social Security: 6.2% of wages up to $176,100 (2025)
  • Medicare: 1.45% on all wages, plus 0.9% additional Medicare tax for high earners

How it works: Your employer automatically withholds these amounts from your paycheck. Your employer also pays an equal amount on your behalf (you don't see this, but it's part of your total compensation).

Example: $5,000 biweekly paycheck:

  • Social Security: $5,000 × 6.2% = $310
  • Medicare: $5,000 × 1.45% = $72.50
  • Total FICA: $382.50 per paycheck

Plus your employer pays another $382.50 into the Social Security and Medicare systems on your behalf. You're building up credits toward your future benefits.

3. State Income Tax

Most states (except TX, FL, NV, WA, WY, TN, SD) withhold state income tax. Rates vary widely:

  • Flat rate states: IL (4.95%), IN (~3.2%), MA (~5%)
  • Progressive states: CA (up to 13.3%), NY (up to 10.9%), NJ (up to 6.5%)

State withholding works similarly to federal withholding: based on your W4 (or state equivalent) and your income.

4. Local Income Tax (In Some Cities)

A few cities (e.g., Philadelphia, Columbus) withhold local income tax. Usually 1-2% of gross pay.

Voluntary Deductions (Pre-Tax Benefits)

These reduce your taxable income:

1. Traditional 401(k) Contributions

Contributions to a traditional 401(k) are deducted before federal and state income taxes are calculated.

Tax benefit: If you contribute $500/paycheck (which is pre-tax), your federal tax is calculated on income minus that $500.

Example:

  • Gross paycheck: $5,000
  • 401(k) contribution: $500 (pre-tax)
  • Taxable income: $4,500
  • Federal tax (22% bracket): $990 (instead of $1,100 without the 401k)
  • Tax savings: $110

2025 limit: $23,500/year ($31,000 if 50+)

2. Health Insurance Premiums

Premiums for employer health insurance plans are typically deducted pre-tax from your paycheck.

Tax benefit: A $1,200 annual premium reduces your taxable income by $1,200, saving taxes at your marginal rate (let's say 22%): $264 in federal tax savings.

3. HSA (Health Savings Account) Contributions

If you have a high-deductible health plan (HDHP), you can contribute to an HSA: the most tax-advantaged savings account available.

Triple tax advantage:

  • Contributions are pre-tax (deductible)
  • Growth is tax-free
  • Withdrawals for qualified medical expenses are tax-free

2025 limits: $4,150 individual / $8,300 family

4. Flexible Spending Account (FSA) for Healthcare

Similar to HSA but less flexible. Contributions are pre-tax; you may want to spend the money or lose it (use-it-or-lose-it rule).

2025 limit: $3,300

5. Dependent Care FSA

Pre-tax deductions for childcare or adult care expenses.

2025 limit: $5,000

Post-Tax Deductions (Voluntary)

These come out after taxes and don't reduce your taxable income:

  • Roth 401(k) contributions: Not tax-deductible now, but grow tax-free
  • Life insurance: Usually post-tax
  • Disability insurance: Usually post-tax
  • Charitable donations: Often post-tax (though some plans offer pre-tax giving)

Real-World Paycheck Example

Scenario: Single filer, biweekly pay, $80,000 annual salary, California resident

Gross paycheck: $80,000 ÷ 26 paychecks = $3,077

DeductionAmountNotes
Gross Pay$3,077
Federal Income Tax-$48822% bracket
Social Security (6.2%)-$191
Medicare (1.45%)-$45
State Income Tax (CA)-$213~6.95% effective
401(k) contribution (pre-tax)-$300Reduces taxable income
Health Insurance (pre-tax)-$92Employee share
Net Pay$1,74843.5% of gross

Understanding Effective vs. Marginal Tax Rate

These two rates are often confused:

Marginal Tax Rate: The tax rate on your last dollar of income.

  • For a single filer making $80,000, the marginal rate is 22% (they're in the $48,476–$103,350 bracket)
  • This matters when planning raises, bonuses, or additional income

Effective Tax Rate: Your total tax ÷ total income.

  • For $80,000 income, total federal tax is ~$10,247 (using 2025 brackets and standard deduction)
  • Effective rate: $10,247 ÷ $80,000 = 12.8%
  • This is lower than your marginal rate due to progressive brackets

Pay Frequency Impact on Paycheck Size

Your annual salary is fixed, but the number of paychecks per year affects individual paycheck size.

Pay FrequencyPaychecks/YearPer-Check Amount ($80K Annual)
Weekly52$1,538
Biweekly (2x/month)26$3,077
Semi-Monthly24$3,333
Monthly12$6,667

Biweekly is most common in the U.S. Note: Two months per year have 3 biweekly periods (e.g., if paid on the 1st and 15th, some months have payday on the 1st and again on the 29th/30th).

W4 Adjustments: Controlling Your Withholding

If your paycheck withholding feels wrong, you can adjust your W4.

Reasons to adjust:

  • Too much withheld? You're getting a large refund at tax time. Increase withholding allowances on your W4 to get more money in each paycheck.
  • Too little withheld? You owe taxes at tax time. Decrease withholding allowances or request additional withholding on your W4.

Use the IRS Tax Withholding Estimator to get the right amount.

Using the Paycheck Calculator

Our Paycheck Calculator lets you model your exact paycheck based on:

  • Annual salary and pay frequency
  • Filing status and state
  • Pre-tax deductions (401k, health insurance)

Use it to verify your paycheck or plan how changes (raises, increased 401k, job change) affect your take-home pay.

Key Takeaways

  • Traditional 401k contributions reduce your taxable income dollar-for-dollar, cutting federal and state income taxes.
  • Every $1 contributed to a 401k saves you approximately $0.22–$0.37 in federal income tax (depending on your tax bracket).
  • Pre-tax deductions (401k, health insurance, HSA) reduce your taxable income but do NOT reduce FICA taxes.
  • Employer match on 401k is free money. Always contribute enough to get the full match.
  • HSA (Health Savings Account) is triple-tax-advantaged: deductible, grows tax-free, and withdrawals for medical expenses are tax-free.

How Traditional 401k Saves You on Taxes

A traditional 401(k) contribution is deducted from your gross income before federal and state income taxes are calculated. This reduces your taxable income dollar-for-dollar.

The Tax Savings Formula:

Tax Savings = 401k Contribution × Your Marginal Tax Rate

Example:

  • You make $100,000 (single filer, 2025, in 22% federal tax bracket)
  • You contribute $6,000 to your 401k
  • Your taxable income: $100,000 − $6,000 = $94,000
  • Federal tax savings: $6,000 × 22% = $1,320
  • If you're in California (9.3% state tax): $6,000 × 9.3% = $558 additional savings
  • Total tax savings: $1,878 on a $6,000 contribution

This means you're effectively investing $6,000 from pre-tax income, and the government subsidizes 31.3% of it through tax savings.

The 401k Limits and How to Maximize Your Contribution

2025 401k Contribution Limits

CategoryLimit
Employee contribution (under 50)$23,500
Employee contribution (50+, catch-up)$31,000
Total employee + employer (under 50)$69,500
Total employee + employer (50+)$77,000

Strategy: Three Contribution Tiers

Tier 1: Get the Full Employer Match (MINIMUM)

If your employer matches, always contribute enough to capture it. This is free money.

Example:"We match 100% of contributions up to 4%" means:

  • If you contribute 4%, the employer adds another 4%: a 100% instant return on investment
  • If you contribute less, you're leaving free money on the table
  • If you contribute more than 4%, the match only applies to the first 4%

Tier 2: Maximize Tax Savings (RECOMMENDED)

After capturing the match, consider maxing your 401k to get maximum tax deduction.

2025 limit: $23,500/year ($1,958/month biweekly). If possible, this is ideal for tax optimization.

Tier 3: Backdoor Roth (High Earners)

If your income exceeds direct Roth IRA contribution limits ($150,000 single), execute a backdoor Roth conversion to get another $7,000-$8,000 of tax-advantaged savings.

Traditional vs. Roth 401k

Traditional 401k

Contributions are pre-tax (deductible now).

  • Tax benefit now: Reduce taxable income by contribution amount
  • Taxes later: Pay taxes on withdrawals in retirement (ordinary income rates)
  • Best for: High earners in high tax brackets now who expect lower tax rates in retirement

Roth 401k

Contributions are post-tax (no deduction now).

  • No tax benefit now: No reduction in taxable income
  • Tax-free later: Withdrawals in retirement are completely tax-free
  • Best for: Young people with low current income who expect higher tax rates in retirement

Rule of thumb: If you're in a high tax bracket now (top 30% of earners), use Traditional 401k for immediate tax savings. If you're in a lower bracket and early in your career, use Roth 401k for future tax-free growth.

The Employer Match: Don't Leave Free Money on the Table

If your employer offers a 401k match, this is historically reliable, immediate, risk-free returns: often 50-100%.

Common match structures:

Employer MatchYour Contribution RequiredEffective Return
100% match up to 3%3%100% instant (employer doubles your money)
50% match up to 6%6%50% instant on 6% = 3% employer contribution
100% match up to 4%, 50% on next 2%6%100% on first 4%, 50% on next 2% = 5% employer contribution

Example of leaving money on the table:

  • Employer:"We match 100% of contributions up to 4%"
  • You contribute 2% (thinking stretches your budget more)
  • You received: 2% employer match (on your 2%)
  • You missed: Another 2% employer match (available if you contributed 4%)
  • Cost: 2% of salary = $2,000 if you make $100,000

Prioritize capturing the full match, even if it means reducing other savings temporarily.

HSA (Health Savings Account): The Triple-Tax Advantage

If you have a high-deductible health plan (HDHP), you're eligible for an HSA. It's the most tax-advantaged savings vehicle in the U.S. tax code.

How HSA Works

  • Contribution is deductible: Pre-tax deduction like 401k
  • Growth is tax-free: Interest, dividends, capital gains are not taxed
  • Withdrawals for medical expenses are tax-free: Unique benefit not offered by 401k

Compare this to a traditional 401k (deductible but growth and withdrawals are taxed) or Roth (not deductible but growth and withdrawals are tax-free).

2025 HSA Limits and Contribution

Coverage TypeHSA Contribution Limit
Self-only (individual)$4,150
Family$8,300
Age 55+ catch-upAdditional $1,000

HSA Strategy

Many high earners max out their HSA before maxing their 401k because of the triple tax advantage.

Optimal contribution sequence:

  1. 401k up to employer match (~4%)
  2. Max out HSA ($4,150–$8,300)
  3. Backdoor Roth IRA ($7,000)
  4. Increase 401k to maximum ($23,500)
  5. Taxable brokerage investments

Health Insurance Premiums: Another Pre-Tax Benefit

Your portion of employer health insurance premiums is deducted pre-tax from your paycheck. This isn't negotiable like 401k, but it's valuable.

Example: You pay $400/month for health insurance (employee share).

  • Federal tax savings: $400 × 22% (your bracket) = $88/month
  • State tax savings: $400 × 9.3% (CA example) = $37/month
  • Total monthly tax savings: $125
  • Annual tax savings: $1,500

Real Paycheck Impact: 401k + HSA Example

Scenario: $100,000 annual salary, California resident, single filer

Scenario A: No 401k or HSA contributions

ItemAmount
Gross Annual$100,000
Federal income tax-$13,476
State income tax-$7,425
FICA (Social Security + Medicare)-$7,650
Net Annual$71,449
Take-Home %71.4%

Scenario B: $10,000 401k + $4,150 HSA contributions

ItemAmount
Gross Annual$100,000
401k contribution-$10,000 (pre-tax)
HSA contribution-$4,150 (pre-tax)
Taxable Income$85,850
Federal income tax-$11,117
State income tax-$6,340
FICA (on $100K, not reduced)-$7,650
Net Annual$60,743
But you also have:
401k balance$10,000
HSA balance$4,150
Total Wealth Gain$74,893

The Comparison:

  • Scenario A: Take-home $71,449, no retirement savings
  • Scenario B: Take-home $60,743, plus $14,150 in retirement/health savings
  • Tax savings: $14,150 contributions − $4,659 additional paycheck tax = $9,491 net tax savings

Scenario B looks like less take-home, but you're actually building $14,150 in tax-advantaged wealth while saving $9,491 in taxes. You're ahead.

Using the Paycheck Calculator for 401k Planning

Our Paycheck Calculator lets you input your 401k and health insurance contributions to see the exact after-tax impact. Use it to:

  • See how increasing your 401k contribution changes your take-home pay
  • Calculate the tax savings of pre-tax deductions
  • Plan your budget with different contribution scenarios

Key Takeaways

  • 2025 U.S. federal tax brackets range from 10% to 37%, but only the income within each bracket is taxed at that rate.
  • Your marginal tax rate (tax on your last dollar) is different from your effective tax rate (average tax on all income).
  • Getting a raise will NOT hurt you by pushing all your income into a higher tax bracket. Only the incremental income is taxed higher.
  • Your filing status (single, married, head of household) significantly affects your bracket thresholds and tax liability.
  • State income tax adds 0-13% to your federal rate depending on where you live.

Understanding Progressive Tax Brackets

The U.S. uses a progressive tax system. This means your income is taxed at different rates depending on how much you earn.

Key concept: Only the income that falls within each bracket is taxed at that bracket's rate. You don't pay the highest rate on all your income.

2025 Federal Tax Brackets (Single Filer)

BracketIncome RangeRate
1$0–$11,92510%
2$11,926–$48,47512%
3$48,476–$103,35022%
4$103,351–$197,30024%
5$197,301–$250,52532%
6$250,526–$626,35035%
7$626,351+37%

How the Brackets Actually Work: A Step-by-Step Example

Let's say you make $60,000 (single filer, no dependents).

You don't pay 22% on all $60,000. Here's how it's actually taxed:

StepIncome in This BracketTax RateTax Owed
First bracket$11,92510%$1,193
Second bracket$36,550 ($48,475 − $11,925)12%$4,386
Third bracket$11,525 ($60,000 − $48,475)22%$2,536
Total Tax$60,000-$8,115

Your tax rate breakdown:

  • Marginal rate (on your last $1 earned): 22% (you're in the 22% bracket)
  • Effective rate (total tax ÷ total income): $8,115 ÷ $60,000 = 13.5%

This is why effective rate is always lower than marginal rate. Your effective rate is a weighted average across all the brackets below your marginal rate.

Marginal Tax Rate vs. Effective Tax Rate

Understanding this difference is crucial for tax planning.

Marginal Tax Rate

The tax rate on your next dollar of income. This is what matters for decisions like:

  • Should I take this bonus?
  • Should I contribute more to my 401k?
  • What is my tax savings if I make a deduction?

For $60,000 income: Your marginal rate is 22%. The next $1,000 you earn is taxed at 22%, not your overall effective rate of 13.5%.

Effective Tax Rate

Your total tax liability divided by your total income. This tells you roughly what percentage of your income goes to federal taxes.

For $60,000 income: Your effective rate is 13.5%. You paid $8,115 on $60,000.

Why This Matters for Raises

Common fear:"If I get a raise, I'll move into a higher tax bracket and actually take home less money."

Reality: This is mathematically impossible with progressive brackets. Let's prove it.

Scenario: You make $48,000 (marginal rate 12%) and get a $10,000 raise to $58,000.

Income LevelFederal TaxAfter-Tax IncomeAdditional Take-Home
$48,000$5,292$42,708-
$58,000$7,828$50,172$7,464 ✓

Your after-tax income went up by $7,464, even though you moved from the 12% bracket into the 22% bracket. You always come out ahead with a raise.

2025 Tax Brackets by Filing Status

Filing status significantly affects your tax brackets. Here's the comparison:

Married Filing Jointly (Much More Favorable)

BracketIncome RangeRate
1$0–$23,85010%
2$23,851–$96,95012%
3$96,951–$206,70022%
4$206,701–$394,60024%
5+Higher brackets...32%, 35%, 37%

Compare: A married couple making $100,000 combined ($50,000 each) pays less tax than a single person making $100,000.

Head of Household (Between Single and Married)

BracketIncome RangeRate
1$0–$17,00010%
2$17,001–$64,85012%
3$64,851–$103,35022%
4+Higher brackets...24%, 32%, 35%, 37%

Head of Household is more favorable than Single but less favorable than Married Filing Jointly. You qualify if you're unmarried and pay more than half the household expenses for yourself and a dependent.

The Standard Deduction: Your Tax-Free Income Threshold

The standard deduction is the amount of income you don't pay tax on. For 2025:

Filing StatusStandard Deduction
Single$15,000
Married Filing Jointly$30,000
Head of Household$22,500
Age 65+ (add)+$2,100 (single), +$1,700 each (married)

What this means: If you make $50,000 as a single filer, your taxable income is only $50,000 − $15,000 = $35,000. You only pay taxes on $35,000.

State Income Tax: A Major Variable

Federal tax is only part of your tax burden. State income tax can add 0–13% depending on where you live.

No State Income Tax States (Lucky!)

TX, FL, NV, WA, WY, TN, SD: These states have no personal income tax. Residents pay only federal tax (and local taxes in some cities).

Flat Tax States

  • Illinois: 4.95% flat
  • Indiana: 3.2% flat
  • Massachusetts: 5.0% flat
  • Pennsylvania: 3.07% flat

Progressive Tax States (Highest Earners Pay More)

  • California: 1–13.3% (highest in nation)
  • New York: 4–10.9%
  • New Jersey: 1.4–10.75%

Impact on take-home pay:

  • $100,000 income in Texas (no state tax): Federal tax only ~$13,476 = 86.5% take-home
  • $100,000 income in California: Federal + state tax ~$20,901 = 79.1% take-home
  • Difference: ~$7,400/year, or $59,200 over 8 years

The Effective Tax Rate Calculation

Formula: Total Tax Liability ÷ Total Income = Effective Tax Rate

Example for $100,000 income (single, California):

  • Gross income: $100,000
  • Standard deduction: −$15,000
  • Taxable income: $85,000
  • Federal tax (using 2025 brackets): ~$11,117
  • State tax (CA, ~9%): ~$9,000
  • FICA (7.65%): $7,650
  • Total tax: $27,767
  • Effective tax rate: 27.8%
  • After-tax income: $72,233

Tax Planning: Using Your Marginal Rate

Once you know your marginal rate, you can make smart tax decisions.

Decision 1: Should I Contribute More to My 401k?

If you're in a 22% federal + 9% state marginal bracket, a $5,000 401k contribution saves you:

  • $5,000 × 22% (federal) = $1,100
  • $5,000 × 9% (state) = $450
  • Total tax savings: $1,550

You invest $5,000 and save $1,550 in taxes. Very worthwhile.

Decision 2: Should I Take This Bonus?

Your employer offers a $20,000 bonus. Taxed at marginal rate (22% federal + 9% state) = 31% tax = $6,200 tax bill.

After-tax bonus: $13,800. Is that worth it? Only you can decide, but now you have the math.

Using the Paycheck Calculator for Tax Bracket Planning

Our Paycheck Calculator and Tax Bracket Calculator show your exact federal and state tax burden. Use them to:

  • Determine your effective and marginal tax rates
  • See how raises, bonuses, or deductions affect your taxes
  • Plan your 401k and HSA contributions for maximum tax savings

Federal income tax uses progressive brackets. For 2025, single filers pay 10% on income up to $11,925, 12% up to $48,475, 22% up to $103,350, 24% up to $197,300, and higher rates above that. Only the income within each bracket is taxed at that rate.

FICA consists of Social Security tax (6.2% on wages up to $176,100 in 2025) and Medicare tax (1.45% on all wages). Your employer matches these amounts. High earners also pay an additional 0.9% Medicare surtax on wages over $200,000.

Traditional 401k contributions are pre-tax, reducing your taxable income dollar-for-dollar. If you contribute $5,000/year and are in the 22% bracket, you save $1,100 in federal taxes. The 2025 contribution limit is $23,500 ($31,000 if 50+).

Gross pay is your total earnings before deductions. Net pay (take-home pay) is what remains after federal tax, state tax, FICA, and pre-tax deductions like 401k and health insurance are withheld.

Pay frequency doesn't change your annual salary but does affect withholding. Biweekly (26 paychecks/year) is most common. Semi-monthly (24/year) and weekly (52/year) are also common. Monthly produces the largest individual paychecks.

State income tax rates vary widely. Some states like Texas and Florida have no income tax. Others like California have rates up to 13.3%. Most states use flat or progressive rates between 3-7%. This calculator uses simplified flat-rate approximations for the top 10 states.

The average American pays 25-35% of gross income in total taxes. Federal income tax takes 10-22% for most earners, FICA takes 7.65%, and state income tax adds 0-13% depending on location. A $75,000 salary typically yields $52,000-$58,000 in take-home pay.

Claim more allowances or request additional deductions on your W-4 to reduce withholding and increase take-home pay. However, under-withholding means you may owe taxes at filing. Aim for a refund under $500 to maximize your paycheck without risking a tax bill.

Non-exempt employees must receive overtime pay at 1.5x their regular rate for hours over 40 per week. Exempt employees receive a fixed salary regardless of hours worked. Exemption requires meeting salary ($35,568/year minimum) and job duties tests set by the Department of Labor.

Health insurance premiums, 401k contributions, HSA deposits, and FSA elections are deducted before taxes, reducing your taxable income. Contributing $500/month pre-tax to a 401k saves $110-$160/month in taxes depending on your bracket, making the actual paycheck reduction only $340-$390.

Employers use IRS withholding tables (Publication 15-T) based on your W-4, which can differ from a simple bracket calculation. Common reasons: your employer withholds extra per your W-4, you have post-tax deductions (Roth 401k, life insurance, union dues), local/city tax, wage garnishments, or imputed income on benefits. Expect this calculator to be within ±$50-100/paycheck for most W-2 employees.

No. This calculator models your regular pay only. Bonuses and commissions are usually withheld at a flat 22% federal supplemental rate (or aggregated with regular pay) and can push you into a higher bracket at year-end. Run the Pay Raise Impact or Tax Bracket calculator to model bonus impact separately.

For a single W-2 job with no unusual items, the annual take-home shown here lands within ±$200-500 of your real year-end figure. Biggest accuracy gaps: multi-state work, non-standard W-4 elections, employer FSA/HSA payroll deductions not entered here, and state-level surtaxes (CA SDI, NJ FLI, etc.).

Run the calculator separately for each job and add the net take-home figures. Important caveat: combined income may push you into a higher bracket, so real withholding across two jobs often under-withholds unless you check Step 2(c) on your W-4 or use the IRS Tax Withholding Estimator. Married-filing-jointly filers should model combined household income in the annual salary field.

Net Pay = Gross Pay − Federal Tax − State Tax − − Deductions

Federal tax uses 2025 progressive brackets after ($15,000 single / $30,000 married). = (6.2% up to $176,100) + Medicare (1.45% + 0.9% surtax above $200k). State tax uses simplified flat-rate approximations.

Published byJere Salmisto· Founder, CalcFiReviewed byCalcFi EditorialEditorial standardsMethodologyLast updated May 31, 2026

Primary sources & authoritative references

Every formula on this page traces to a federal agency, central bank, or peer-reviewed institution. We cite the rule-makers, not secondhand blogs.

  • IRS Publication 15-T — Federal Income Tax Withholding Methods — Internal Revenue ServicePercentage method tables used to compute per-paycheck federal tax. (opens in new tab)
  • SSA — Contribution and Benefit Base (OASDI wage base) — Social Security AdministrationSocial Security wage cap applied to FICA withholding on each paycheck. (opens in new tab)
  • IRS — Self-Employment Tax (Social Security and Medicare Taxes) — Internal Revenue ServiceFICA rates (6.2% SS + 1.45% Medicare) applied to employee gross wages. (opens in new tab)
  • DOL — Fair Labor Standards Act Overview — U.S. Department of LaborFederal minimum wage and overtime rules affecting gross pay inputs. (opens in new tab)
  • IRS Form W-4 — Employee's Withholding Certificate — Internal Revenue ServiceEmployee withholding elections that directly drive paycheck federal tax. (opens in new tab)
  • IRS Publication 15 (Circular E) — Employer's Tax Guide — Internal Revenue ServiceEmployer payroll tax computation, deposit schedules, and FICA remittance. (opens in new tab)
  • IRS — Tax Withholding Estimator — Internal Revenue ServiceOfficial IRS estimator benchmarking per-paycheck withholding accuracy. (opens in new tab)

Found an error in a formula or source? Report it →

Paycheck Calculator · Calculate Your Net Take-Home Pay by State

State-specific rates, taxes, and cost-of-living adjustments

CaliforniaTexasFloridaNew YorkIllinoisPennsylvaniaOhioGeorgiaNorth CarolinaMichiganNew JerseyVirginia

Calculations are for educational purposes only. Consult a qualified financial advisor for personalized advice.