Buying guide
How to Choose a City to Live In: A Decision Framework
A practical decision framework for picking a city that fits your life stage, with the factors most people underweight and the regrets that follow.
Updated November 6, 2026 · Based on 17 sources · How we research
Most city rankings publish one number per city and let you pick the top of the list. That is a useful starting point and a terrible decision rule. A digital nomad with remote income, a family hunting for a school district, and a mid-career professional chasing a specific industry each need a completely different weighting of the same data. The city that scores 9.4 for one of them can be a bad move for another. This guide walks through how to weight the factors against your actual situation, which specs are usually under-weighted (taxes, commute, climate variability, the social network you leave behind), and the regrets that show up six months after people have unpacked. The survey evidence is blunt: about 70% of Americans who moved recently say they have regrets about the move, and nearly 78% faced unexpected costs (Anytime Estimate, PR Newswire). Most of that regret traces back to weighting the wrong factors at decision time.
Start with your life stage, not the top of the list
The single most common mistake is anchoring on a published ranking without asking what the ranking optimizes for. Our Best Cities to Live in 2026 weights cost 30%, economy 25%, demographics 20%, climate 15%, and walkability the remainder. That weighting puts Singapore at the top and makes sense for an international business professional. For a remote freelancer who needs rent under $1,000 and a 25C winter, the same weighting steers you wrong. Medellín ranks 6th globally but scores first by a wide margin if your filter is 'cost of living under 50 and no winter.'
A sharper approach is to pick your weights first, in rough percentages that add to 100, before you look at any city names. Relocation guides at Homes.com and US News both recommend the same sequence: identify non-negotiables, then weight the rest, then score cities against that. The weights are where the thinking happens. Once they are set, picking the city is close to arithmetic.
What people regret six months in
The 2025 Anytime Estimate survey of recent movers is one of the cleanest datasets on post-move regret. Headline numbers: 70% regret something about the move, 82% found it stressful, 39% say the move made their financial situation worse, and 38% said the total cost came in higher than they expected. A related report covering the same data (PR Newswire) puts the share who hit any unexpected cost at 78%. Despite all of that, 84% are glad they moved. The regret is almost never about leaving; it is about what they failed to price in. The single most reported specific regret, named by 22% of movers, was not discarding more belongings before the move.
The underpriced costs break into three buckets. First, hidden housing costs: insurance, HOA fees, property taxes, and in hot-growth metros the utilities that come with a bigger place. Reporting from PA Realtors and SavingAdvice flags these as the top surprise category. Second, infrastructure that has not caught up with growth: new residents in fast-growing Sunbelt metros report long commutes and strained grids. Third, and the most expensive one to reverse, the social network left behind. Family who provided free childcare, friends who shared the cost of a vacation, the neighbor who watched the dog: these disappear on moving day and take a long time to replace.
The adult-friendship literature is specific about how long. Repeated unplanned contact builds adult friendships; moving from acquaintance to casual friend takes roughly 50 hours of shared time, and close friendship takes more than 200 hours (Simply Psychology). Loneliness typically peaks between months two and four after a move and eases substantially between six and twelve months (kf.social). If you are moving somewhere with no existing anchor (family, close friend, workplace with a strong in-office culture), budget for that year and pick a city with things that force repeat contact: a dense walkable core, a sport you will do weekly, a hobby scene with regular meetings.
Cost of living or job market: which matters more
This is the wrong framing for most people. The right question is 'what is my likely post-tax, post-housing disposable income in each city, and what does a week of my life look like there?' Cost of living indices are useful but incomplete. The standard COLI excludes income tax, sales tax, and property tax, and the CPI largely excludes out-of-pocket health insurance premiums (COLI Manual, BLS). A state with a low cost of living can be expensive after taxes, and a high-COLI city with no state income tax (like Nashville) can be cheaper than it looks on the index.
Compare a few of our ranked cities on the numbers that actually hit your bank account. Zurich has a COLI of 185 but a median income of $95,000 and unemployment of 2.1%, so the headline cost number understates how affordable it is for someone with a Swiss job. Valencia has a COLI of 68 and rent of $950 a month, but median income is $28,500 and unemployment is 12.8%, meaning the cheap living only pays off if you bring income from somewhere else. Krakow sits in a similar place: COLI 52, median income $14,200. The pattern is clear: cheap cities are cheap for a reason, and if your income does not travel with you, the math usually goes the wrong way.
| City | COLI | Rent (USD/mo) | Median income | Unemployment | Who it fits |
|---|---|---|---|---|---|
| Zurich | 185 | 4,200 | 95,000 | 2.1% | High-earner with local job |
| Singapore | 185 | 3,200 | 78,400 | 2.1% | Finance or tech professional |
| Copenhagen | 142 | 2,800 | 85,000 | 4.2% | Mid-career with EU work rights |
| Melbourne | 115 | 2,800 | 68,000 | 4.2% | Creative or finance, visa in hand |
| Salt Lake City | 108 | 1,650 | 78,500 | 3.1% | US tech or outdoor-focused family |
| Valencia | 68 | 950 | 28,500 | 12.8% | Remote worker paid in USD/EUR |
| Krakow | 52 | 750 | 14,200 | 3.8% | Remote worker or early-career local |
| Da Nang | 45 | 450 | 8,500 | 2.8% | Full-time remote nomad |
| Medellín | 42 | 450 | 8,500 | 11.2% | Remote worker tolerant of risk |
How much does climate actually matter
More than most movers believe at decision time, less than the worst affected think later. A body of biometeorology research finds that reduced sunlight hours track with measurable increases in mental health distress, mediated mostly by circadian disruption and reduced outdoor activity (NIH PMC12540533, Nature npj Mental Health). Effect sizes are moderate on average and vary a lot across individuals: some people are strongly affected by heat, dark, or both, while a sizable share show little mood response at all.
The practical takeaway: climate matters a lot for the people on either tail of that distribution and modestly for everyone else. If you have ever moved during a dark winter and felt the drop, weight climate heavily. Copenhagen and Malmö lead on most other quality-of-life measures but have short winter days that are the single most reported downside. Medellín runs 'eternal spring' at tropical highland altitude and sees almost no seasonal variation. Valencia and Penang sit on the warm end. If you have never lived through a given climate, rent for three months before you buy.
Moving for a job versus moving for lifestyle
These are different problems and should be scored differently. Moving for a job is a career bet with a lifestyle side effect. The weighting is dominated by the role, the industry depth of the city (how easy is your next job if this one ends in 18 months), and compensation net of local taxes. Dublin and Singapore are the archetypes: you move because the sector is there. Industry depth matters as much as the headline salary because your BATNA is the floor on how badly the employer can treat you.
Moving for lifestyle inverts the weighting. The role is secondary or portable (remote, consulting, retirement income), and the city has to earn the move on climate, cost, community, and day-to-day texture. This is where Da Nang, Medellín, Valencia, and Tallinn do their best work. The Immigrant Invest 2026 ranking and Citizen Remote both identify Portugal, Spain, and Estonia among the most mature digital nomad destinations, largely because the visa infrastructure is settled and the expat networks are already there.
The mixed case (one partner moves for a job, the other for lifestyle) is where most household friction lands. If the job-driven partner's role fails, the remaining fit has to be strong enough to hold both people in place. Pick cities where both profiles score well, not cities where one scores 10 and the other scores 4.
The specs most people under-weight
Commute is the biggest one. Research from the University of Waterloo and a Springer transportation review consistently find that longer commutes reduce overall life satisfaction, with lost leisure time and time pressure as the primary mechanisms. A $500/month cheaper rent in a car-dependent exurb is not cheaper once you price the time. Our transit and walk scores are a useful filter here: Bruges at 95 walk, Zurich at 95 transit, and Singapore at 92 transit all let you live without a car. Cary at 45 walk and 35 transit emphatically does not.
Healthcare access is the second. For families and anyone over 50, the difference between a city with a major research hospital and one without can define quality of life later. Universal systems in Denmark, Sweden, and Australia lift the floor; the US system makes the employer's health plan part of the compensation math. Insurance premiums are largely absent from the headline cost-of-living figure, so they do not appear in the index number.
Crime index numbers are routinely over- or under-weighted because people read them wrong. A crime index of 58 for Medellín versus 15 for Singapore is a real signal, but neighborhood variation inside a city is often larger than the city-to-city gap. Combine the index with local expat forums and police data from the specific neighborhood you would actually live in.
Tax wrinkles close the list. Nashville, and Tennessee generally, has no state income tax; the state pulls that revenue from sales tax instead. Singapore has no capital gains tax and lower marginal income tax rates than most Nordic jurisdictions. For a high earner, the tax structure can swing total take-home meaningfully across otherwise comparable cities.
- Commute: aim for under 30 minutes each way; model total weekly hours lost
- Healthcare: check specific specialties you or family actually use, not just 'good hospitals'
- Taxes: build the full stack (income, property, sales, capital gains) before comparing salaries
- Climate variance: minimum winter daylight and maximum summer heat index, not just averages
- Social anchor: at least one existing contact in the city who will meet you weekly for the first six months
A weighted scoring method that actually works
Turn your priorities into a simple spreadsheet. Pick five to seven factors. Assign each a weight that totals 100. Score each candidate city 1 to 10 on each factor using real data, not vibes. Multiply, sum, compare. The arithmetic is trivial; the discipline is forcing yourself to pick weights before seeing scores.
Three worked examples make this concrete. For a remote-income digital nomad: cost 35, climate 20, visa and internet 15, expat community 15, safety 10, healthcare 5. Under that weighting Medellín, Da Nang, and Valencia typically top the list. For a family of four prioritizing schools: education 30, safety 20, cost 20, healthcare 15, outdoor access 10, commute 5. Cary, Madison, and Salt Lake City come up repeatedly. For a mid-career finance or tech professional: career depth 35, income net of tax 25, culture and nightlife 15, transit 15, healthcare 10. Singapore, Zurich, Dublin, and Melbourne are the usual shortlist.
Our head-to-head Singapore vs Zurich vs Copenhagen is a worked example of this kind of weighted comparison across three very different top-tier cities. Looking at it with different weightings will give you three different winners from the same three cities, which is exactly the point.
Test before you commit
Major relocation guides in the last five years land on the same recommendation: do not move until you have lived there. A long weekend is a tourist visit. A month is a start. Three months, including at least one stretch of the worst season, is the real test. Movingplace and US News both argue for a practice commute, grocery runs in the actual neighborhood, and conversations with current residents outside the ones your real estate agent introduces.
The cost of a three-month rental is almost always smaller than the cost of a bad move. The most common specific regret in the Anytime Estimate survey, 'wishing we had discarded more belongings before moving,' is almost definitionally a sign of a decision made too fast.
The short version
Pick the weights before you pick the city. A career-driven move should weight industry depth, net income, and transit; a lifestyle move should weight climate, cost, community, and visa; a family move should weight schools, safety, and healthcare proximity. Then score real cities, not brochures. If you want a shortlist to run against your own weights, start with our Best Cities to Live in 2026 and the Singapore vs Zurich vs Copenhagen comparison, then test-live the final two for at least a month before you sign a long lease.
See Best Cities to Live in 2026Questions people ask
What should I look for when choosing a city to live in?+
Set weights before looking at cities. The baseline factors to weight are housing cost, job market or income portability, taxes, climate, commute, healthcare, safety, and social anchor. The right weights depend on your life stage. A family weights schools heavily; a nomad weights visa and internet; a career professional weights industry depth. Score real data, not reputation.
How do I decide between cities with very different strengths?+
Build a simple weighted scorecard: five to seven factors, weights totaling 100, each city scored 1 to 10 on each factor. The discipline is picking weights before seeing scores. If Zurich wins on income and Copenhagen on work-life balance, your weights decide, not the cities. Test-live the final two before committing.
What do people most regret not considering before moving?+
Hidden housing costs (insurance, HOA, utilities), the time and emotional cost of rebuilding a social network (loneliness often peaks between months two and four), tax wrinkles that eat salary gains, and commute length. The Anytime Estimate 2025 survey found 70% of movers report some regret, 78% hit unexpected costs, and the single most common specific regret (22%) was not discarding more belongings beforehand.
How do I compare cities if I'm moving for a job versus moving for lifestyle?+
A job move is a career bet with a lifestyle side effect, so weight role quality, industry depth, and net compensation highest. A lifestyle move inverts this: the city has to earn the move on climate, cost, and community, with role flexibility assumed. Mixed-case households should pick cities where both profiles score reasonably, not cities where one scores 10 and the other 4.
Should I prioritize cost of living or job market when choosing where to live?+
Prioritize disposable income after tax and housing, not cost of living in isolation. Low-COLI cities are usually low-income cities; the math only works if your income is portable. A Zurich salary in Zurich often leaves more disposable income than a Valencia salary in Valencia, despite Zurich's COLI being roughly 2.7 times higher.
How much does climate actually matter for quality of life?+
It matters a lot for the people on either tail of sensitivity and modestly for the rest. Research on seasonal sunlight exposure finds measurable but moderate effects on mood on average, with large individual variation. If you have ever noticed yourself crashing in a dark winter, weight it heavily. If you have lived through multiple climates without a change, weight it lower.
Is it worth test-living somewhere before moving?+
Yes. A three-month rental that includes the worst season of the year is a small cost against a bad permanent move. It is the most direct way to surface the hidden costs and lifestyle mismatches that drive post-move regret.
How long does it take to feel settled in a new city?+
Six to twelve months to feel generally settled, longer for a deep social network. Loneliness typically peaks between months two and four. Repeat-contact structures (a weekly sport, a hobby group, a dense walkable neighborhood) shorten the curve more than anything else.
Sources
What this guide is based on. We research from published specifications, independent reviews and owner reports; we did not test these products ourselves.
- 1.2025 Data: 70% of Americans Have Regrets About Moving, Anytime Estimate
- 2.Americans Now Spend Over $2K to Move -- And 7 in 10 Still Have Moving Regrets, PR Newswire
- 3.Why Americans Regret Moving Since 2020, Pennsylvania Association of Realtors
- 4.9 Relocations Americans Regret After Discovering Hidden Costs, SavingAdvice
- 5.How to decide where to live, Homes.com
- 6.How to Decide Where to Live, US News
- 7.How to Choose Where to Live, Movingplace
- 8.Exploring perceived relationships between weather, climate and mental health, NIH PMC
- 9.Assessing seasonal and weather effects on depression and physical activity, Nature npj Mental Health Research
- 10.How commuting affects subjective wellbeing, Springer Transportation
- 11.Crunched for time? Commuting linked to lower life satisfaction, University of Waterloo
- 12.The Loneliness Phase After Moving to a New City, kf.social
- 13.Making Friends After Moving: What Psychology Says About Starting Over, Simply Psychology
- 14.Cost of Living Index Manual 2026, Council for Community and Economic Research
- 15.Consumer Price Index FAQ, US Bureau of Labor Statistics
- 16.Top Cities for Digital Nomads 2026, Immigrant Invest
- 17.Best Countries for Digital Nomads in 2026, Citizen Remote
Products mentioned
More on cities
Explainer
Walk Score vs. Transit Score: What They Measure and What They Miss
Walk Score and Transit Score sound alike, but they measure very different things. Here is what each number means, where it fails, and how to use them when picking a city.
Explainer
What City Crime Index Numbers Really Measure
The crime index scores in most city rankings come from perception surveys, not crime reports. Here is how to read them without being misled.
Explainer
What a Cost of Living Index Number Actually Tells You (and What It Doesn't)
A cost of living index score is a basket-price comparison against a benchmark city, not a verdict on whether you can afford to live there. Here is how to read it, and what it misses.







