How country scores are calibrated

What it measures. Whether a viable long-stay visa or route actually exists for this migrant profile.

Direction. 10 means an easy, accessible long-stay route exists for this profile.

1. 1
   Turkmenistan · Digital Nomad

   Turkmenistan is one of the most closed states on earth. There is no digital-nomad route, and even tourist visas require an invitation letter and are routinely refused — a remote worker has essentially no legal long-stay option.

2. 5
   Türkiye · Digital Nomad

   Türkiye offers a digital-nomad permit and short-term residence, but approvals tightened and renewals grew unpredictable after 2022–2024. A nomad can usually get in, yet the route sits mid-pack on reliability.

3. 10
   Georgia · Digital Nomad

   Georgia grants a full year of visa-free stay to citizens of roughly 95 countries — a remote worker can simply arrive and live legally for 365 days with no application at all.

Profile-conditional. Each profile qualifies through a different route set: a digital-nomad visa, a passive-income or retiree route, family reunification, an investor programme, skilled-worker sponsorship, or asylum. A country can offer an easy route to one profile and none at all to another, so the statute cited differs per profile.

What it measures. The legal freedom to earn — local employment, remote work, or running a business — for this profile.

Direction. 10 means the broadest legal right to work in any form.

1. 1
   Kuwait · AI-Displaced Worker

   Kuwait ties residency to an employer sponsor under kafala, and Kuwaitization actively pushes foreigners out of the labor market. A displaced worker without a sponsor has no independent right to work at all.

2. 5
   Thailand · Digital Nomad

   Thailand's LTR and DTV visas now tolerate remote work for a foreign employer, but taking a local job still needs a work permit under tight quotas — partial, conditional work rights.

3. 10
   Uruguay · AI-Displaced Worker

   Uruguay grants near-automatic residency to anyone who intends to settle, with full local work rights and a fast path to permanence — a displaced worker can legally take any job or start a business.

Profile-conditional. The legal question itself differs: whether foreign clients may be invoiced remotely, whether a spouse may take local employment, whether in-field local work is permitted, or whether work rights are irrelevant to someone living off investments. Different permits answer different questions.

What it measures. How freely the resident can exit, re-enter, and travel regionally while holding this status — mobility conferred by the residence itself.

Direction. 10 means maximal freedom of movement as a resident.

1. 1
   Eritrea · Political Refugee

   Eritrea requires an exit visa that is rarely granted, effectively trapping people inside its borders. Someone in refugee-like status can be unable to leave or re-enter at all — near-zero resident mobility.

2. 5
   Brazil · Digital Nomad

   A Brazilian residence lets you come and go freely and re-enter without friction, but the country's location gives only limited regional visa-free reach — solid, middling resident mobility.

3. 10
   Netherlands · Family

   A Dutch residence permit confers Schengen free movement — a resident travels across 29 European countries with no border checks and re-enters at will, the ceiling for mobility while resident.

Profile-conditional. Mobility is conferred by the residence permit, and different profiles hold different permits in the same country. This attribute’s own anchors already span three profiles (Eritrea/political-refugee, Brazil/digital-nomad, Netherlands/family), which one ruler cannot reconcile.

Calibration note. This measures mobility granted by the residence/status, not the migrant's own passport. The strength of any passport the route eventually yields is scored separately under Optionality → Resulting passport quality, to avoid double-counting mobility.

What it measures. How easily this migrant can run daily life in a language they plausibly already have (especially English) or can acquire quickly.

Direction. 10 means daily life is fully workable in English or an accessible language.

1. 1
   China · Family

   Outside expat bubbles, daily life runs entirely in Mandarin with low English penetration and a non-Latin script. A family navigating schools, healthcare, and bureaucracy faces a near-total language barrier.

2. 5
   South Korea · AI-Displaced Worker

   Korea has rising English use in Seoul and among younger workers, but officialdom, contracts, and most workplaces run in Korean — functional but effortful for a newcomer.

3. 10
   Ireland · Family

   Ireland is a native English-speaking country. A family handles every institution, school, and interaction in English with zero language friction — the ceiling.

Profile-conditional. Language exposure depends on which institutions the profile must transact with. A remote worker can run daily life inside an English-speaking bubble; a household negotiating schools, paediatricians, and parent networks cannot. The functional requirement differs, not only its weight.

What it measures. How simple, predictable, and low-friction the bureaucratic process is once you are on a route.

Direction. 10 means minimal paperwork, fast, and predictable.

1. 1
   United States · Family

   US immigration is among the slowest and most complex in the world — multi-year backlogs, per-country caps, requests for evidence, and unpredictable adjudication make it the global floor for simplicity.

2. 5
   Spain · Digital Nomad

   Spain's digital-nomad visa is attainable but involves apostilles, consular or UGE filing, social-security coordination, and TIE appointments — a moderate, navigable bureaucracy.

3. 10
   UAE · Regime Arbitrageur

   The UAE issues residence through streamlined, largely online free-zone and Golden Visa processes — a well-resourced applicant can be legally resident within days with minimal friction.

Profile-conditional. Bureaucratic friction is a property of the route, and routes differ by profile. An investor programme with a dedicated caseworker and an asylum process in the same country are not the same paperwork.

What it measures. Everyday affordability of an expat-standard life, excluding housing (scored separately).

Direction. 10 means most affordable — daily life costs the least.

1. 1
   Switzerland · Family

   Switzerland is the most expensive country in the world for a family — groceries, childcare, services, and insurance all at global-peak prices. The floor for affordability.

2. 5
   Poland · Family

   Poland sits near the global median: EU quality of life at costs well below Western Europe but above the cheapest emerging markets — a genuine midpoint.

3. 10
   Vietnam · Digital Nomad

   Vietnam offers among the lowest costs anywhere for a comfortable modern lifestyle — a nomad lives well on a fraction of Western spending. The affordability ceiling.

Profile-invariant. Grocery, transport, and dining prices are the same for every profile. Consumption baskets vary somewhat, but the underlying price level is one fact and weighting expresses the difference.

Calibration note. Housing is pulled out into its own attribute (Housing affordability) so that expensive-property countries are not penalized twice under both cost of living and housing.

What it measures. The effective tax drag on this profile's income and wealth — not headline rates, but what is actually paid.

Direction. 10 means the lowest effective tax burden (best for the migrant).

1. 1
   Denmark · FIRE Seeker

   Denmark imposes among the highest effective burdens on income and capital, with little shelter. A FIRE seeker living off investments is taxed heavily with nowhere to hide — the floor.

2. 5
   Estonia · AI-Displaced Worker

   Estonia's flat, simple 22% system is moderate, with deferral on undistributed corporate profits. A working migrant pays a fair, mid-range burden — a clean midpoint.

3. 10
   UAE · FIRE Seeker

   The UAE levies zero personal income tax and zero capital-gains tax. A FIRE seeker keeps effectively all investment income — the global ceiling for low tax.

Profile-conditional. Effective drag depends on income type: wage income, capital gains, foreign-sourced remote income, pension, and crypto disposals fall under different schedules. The architecture note already defines this as the effective burden for the profile.

Calibration note. Scored as the effective burden for the profile, not the statutory rate. Oriented so low tax = 10; this is inverted relative to a raw "tax rate" number.

What it measures. How easily the migrant can open and keep functional accounts, move money, and reach credit.

Direction. 10 means seamless, stable, well-provisioned banking.

1. 1
   Lebanon · Political Refugee

   Lebanon's banking system collapsed after 2019, with informal capital controls trapping deposits. A refugee cannot reliably open an account or access funds — the floor.

2. 5
   Mexico · Digital Nomad

   A nomad can open a Mexican account with residency, but foreigners face documentation hurdles, limited products, and some FATCA friction — workable, mid-tier.

3. 10
   Singapore · Regime Arbitrageur

   Singapore offers world-class, stable, multi-currency banking with strong access for well-documented foreigners — the ceiling.

Profile-conditional. Account opening turns on residency status and income provenance. A resident employee, a nomad on a short-stay permit, and a crypto-heavy arbitrageur facing de-risking meet different institutional answers inside the same banking system.

What it measures. How stable the currency the migrant lives and holds savings in is — inflation, volatility, and redenomination risk.

Direction. 10 means a rock-solid store of value.

1. 1
   Zimbabwe · FIRE Seeker

   Zimbabwe has repeatedly hyperinflated and redenominated its currency, wiping out savings. A FIRE seeker holding local currency faces total capital erosion — the floor.

2. 5
   Philippines · Family

   The peso is moderately volatile with manageable inflation. A family sees real but bounded exchange-rate risk — a fair midpoint.

3. 10
   Switzerland · FIRE Seeker

   The Swiss franc is the world's premier safe-haven currency — low inflation and appreciating over decades. The ceiling for a capital preserver.

Profile-invariant. Inflation, volatility, and redenomination risk are properties of the monetary regime. A FIRE seeker holding savings there feels it more acutely, which is salience rather than a different fact.

Calibration note. Captures fiat-currency volatility only. The price volatility of crypto assets is deliberately excluded here — crypto is treated as a regulatory/tax posture under Crypto friendliness, not as a currency the country controls.

What it measures. Affordability of expat-quality housing to rent or buy for this migrant.

Direction. 10 means the most affordable housing.

1. 1
   Singapore · Family

   Singapore has among the world's most expensive housing. A family renting an expat-standard home faces global-peak rents plus a foreigner property-tax regime — the floor.

2. 5
   Spain · Family

   Spanish housing is mid-range — affordable by Western-European standards but rising fast in Madrid and Barcelona. A family finds a workable but no longer cheap market.

3. 10
   Ecuador · FIRE Seeker

   Ecuador offers very low housing costs. A FIRE seeker can rent or buy quality property for a fraction of Western prices — the ceiling.

Profile-conditional. The relevant market segment differs: a studio in a nomad district and a three-bedroom in a school catchment are separate price series that move independently. The definition already scopes this to expat-quality housing for this migrant.

What it measures. The legal clarity, tax treatment, and practical usability of crypto for the migrant.

Direction. 10 means fully legal, low or zero tax, and genuinely usable.

1. 1
   China · Regime Arbitrageur

   China bans crypto trading and mining outright. An arbitrageur cannot legally hold, trade, or off-ramp — the floor.

2. 5
   United States · Regime Arbitrageur

   The US permits crypto but taxes it as property with heavy reporting and an uncertain, enforcement-driven regulatory climate — legal but burdensome, a midpoint.

3. 10
   UAE · Regime Arbitrageur

   The UAE (VARA in Dubai, ADGM in Abu Dhabi) offers clear licensing, zero personal crypto tax, and a thriving on/off-ramp ecosystem — the ceiling.

Profile-invariant. Regulatory clarity and tax treatment apply to all holders alike. Salience varies sharply by profile, which the demographic gate already records.

Calibration note. Measures the jurisdiction's regulatory and tax posture toward crypto — not token price volatility, which is a market property rather than something a country sets.

What it measures. Special tax, visa, or relocation incentives targeted at inbound foreigners for this profile.

Direction. 10 means the richest inbound incentives.

1. 1
   Norway · Regime Arbitrageur

   Norway offers essentially no special inbound regime and taxes wealth and capital heavily, even adding an exit tax — actively hostile to arbitrage. The floor.

2. 5
   Portugal · Digital Nomad

   Portugal still courts nomads with residence routes and a slimmed-down IFICI ("NHR 2.0"), but the generous original NHR closed in 2024 — mid-tier incentives now.

3. 10
   Panama · FIRE Seeker

   Panama pairs territorial taxation with Friendly Nations and pensionado programs, giving foreign-income earners near-zero local tax and easy residency — the ceiling.

Profile-conditional. Incentives are designed to be profile-targeted — golden visas, digital-nomad regimes, retiree schemes, returning-talent programmes. A country rich in one and empty of another cannot be represented by a single figure.

What it measures. The clarity, speed, and attainability of permanent residence for this profile.

Direction. 10 means a fast, certain path to permanent residence.

1. 1
   Qatar · AI-Displaced Worker

   Qatar ties status to sponsorship and grants permanent residence to only a tiny quota. An ordinary foreign worker has virtually no realistic PR path — the floor.

2. 5
   Japan · AI-Displaced Worker

   Japan offers PR after about 10 years (less on a points track) — attainable but slow and documentation-heavy for an ordinary worker. A midpoint.

3. 10
   Paraguay · FIRE Seeker

   Paraguay grants investors direct permanent residence via the SUACE one-stop route in a matter of weeks, and the 2026 Investor Pass widened the qualifying options — still one of the fastest PR routes on earth. The ceiling.

Profile-conditional. Qualifying years, conditions, and certainty attach to the route held, which differs by profile. Investor PR, refugee PR, and work-permit PR in one country run on different clocks.

What it measures. How attainable citizenship is — years required, tests, and tolerance of dual nationality.

Direction. 10 means the fastest, most attainable citizenship.

1. 1
   UAE · Regime Arbitrageur

   The UAE grants citizenship only by rare decree; no ordinary naturalization exists regardless of years or wealth — the floor.

2. 5
   Spain · Family

   Spain naturalizes after 10 years (2 for Ibero-American nationals) with a language and culture test, and generally requires renouncing prior nationality — attainable but slow. A midpoint.

3. 10
   Argentina · Political Refugee

   Argentina grants citizenship after just two years of residence, constitutionally protected, open even to those in precarious status, and allows dual nationality — the ceiling.

Profile-conditional. Naturalisation clocks and conditions are route- and origin-dependent within the same country, so the years a profile actually faces diverge from the headline figure.

What it measures. The global mobility and value of the passport this route can ultimately yield.

Direction. 10 means the most powerful resulting passport.

1. 1
   Afghanistan · Political Refugee

   The Afghan passport is the weakest in the world (visa-free to roughly 25 destinations) and hard to obtain or renew — the floor for resulting passport value.

2. 5
   South Africa · Family

   A South African passport gives mid-tier visa-free access (around 100 destinations) — a real upgrade for many, but far from top-tier. A midpoint.

3. 10
   Ireland · Family

   The Irish passport is top-tier (visa-free to roughly 190 destinations) and adds EU free movement plus UK Common Travel Area rights — the ceiling.

Profile-invariant. The passport a naturalised citizen receives is the same document regardless of the route taken to reach it.

Calibration note. This is the strength of the acquired nationality's passport — a long-run payoff. It is kept separate from Access → Travel mobility while resident, which measures movement granted by the residence permit today.

What it measures. How readily the migrant's degrees, licenses, and skills are recognized to work in-field.

Direction. 10 means near-seamless recognition of qualifications.

1. 1
   South Korea · AI-Displaced Worker

   Korea has rigid licensing and a strong preference for domestic credentials. A displaced foreign professional faces heavy homologation barriers to practice — the floor.

2. 5
   Germany · Political Refugee

   Germany has a formal but bureaucratic recognition system (Anerkennung). A refugee can get credentials recognized, but through a slow, document-heavy process — a midpoint.

3. 10
   Ireland · AI-Displaced Worker

   Ireland — English-speaking, EU-aligned, common-law — recognizes most Western professional and academic credentials with minimal friction. The ceiling.

Profile-conditional. Recognition is assessed per qualification, and the profile determines which qualification is at stake. A regulated licence and an unregulated degree face different processes; for profiles not working in-field the question does not arise.

What it measures. How actively the destination wants this migrant — labor shortages, demographic pull, recruitment.

Direction. 10 means the strongest demand and pull for this migrant.

1. 1
   Algeria · AI-Displaced Worker

   Algeria has high domestic unemployment and no active foreign-worker recruitment. A displaced worker is neither sought nor easily absorbed — the floor.

2. 5
   United Kingdom · Family

   The UK selectively demands skilled migrants through its points system but has tightened family and dependent routes — moderate, conditional demand.

3. 10
   Saudi Arabia · AI-Displaced Worker

   Saudi Arabia's Vision-2030 build-out recruits foreign labor at massive scale across skill levels — the ceiling for demand, even though it stays sponsorship-bound.

Profile-conditional. The definition is explicitly relative to the migrant — how actively the destination wants this migrant. A country running nursing shortages while courting no retirees scores oppositely for two profiles.

What it measures. How easy it is to start and run a business as a foreigner — regulation, rule of law, and capital access.

Direction. 10 means the best place to build a business.

1. 1
   Venezuela · Regime Arbitrageur

   Venezuela combines hyperinflation, expropriation risk, currency controls, and collapsed rule of law. A foreigner cannot safely operate a business — the floor.

2. 5
   Italy · Digital Nomad

   Italy is a stable EU market but notorious for bureaucracy, slow courts, and heavy compliance. A founder can operate, but wades through friction — a midpoint.

3. 10
   Singapore · Regime Arbitrageur

   Singapore offers fast incorporation, strong rule of law, low corporate tax, and deep capital — the global ceiling for doing business.

Profile-invariant. Registration friction, rule of law, and capital access confront any foreign founder identically. Whether a profile intends to found anything is a weighting question.

What it measures. How available genuine relationships with locals are to a newcomer — social density and the openness of local networks.

Direction. 10 means it is easiest to form real local ties.

1. 1
   Kuwait · Digital Nomad

   Kuwaiti social life runs on closed family and national networks alongside a transient, segregated expat labor structure. A nomad finds almost no path into local bonds — the floor.

2. 5
   Netherlands · AI-Displaced Worker

   The Dutch are friendly but famously slow to form deep friendships ("club culture"). A worker integrates professionally, but real local bonds take sustained effort — a midpoint.

3. 10
   Mexico · Family

   Mexican social culture is warm, family-centric, and quick to fold newcomers into neighborhood and extended-family life — the ceiling for accessible local bonds.

Profile-conditional. The reachable social graph differs by profile. A transient international scene offers fast entry to a mobile worker and little to a household needing durable neighbours, so one city can sit near the ceiling for one profile and mid-scale for another.

What it measures. How culturally welcoming the society is to visibly foreign newcomers.

Direction. 10 means the most open and tolerant toward outsiders.

1. 1
   Turkmenistan · Political Refugee

   Turkmenistan is insular and authoritarian, with deep suspicion of foreigners and near-zero refugee integration — the floor.

2. 5
   South Korea · Digital Nomad

   Korea is modern and hospitable but retains a strong ethnic-national identity. A nomad is welcomed as a guest, rarely as an insider — a midpoint.

3. 10
   Canada · Political Refugee

   Canada's official multiculturalism and refugee-resettlement infrastructure make it among the most openly welcoming societies on earth — the ceiling.

Profile-conditional. Reception varies with how the newcomer is read locally. A well-resourced investor and a visibly displaced arrival encounter materially different openness in the same society.

What it measures. Availability of formal programs that help newcomers integrate — language classes, orientation, settlement services.

Direction. 10 means the richest formal integration support.

1. 1
   Malaysia · Political Refugee

   Malaysia has not signed the Refugee Convention and offers no formal integration or work pathway; refugees live in legal limbo without support — the floor.

2. 5
   Italy · Family

   Italy provides some state integration and language programs, but they are patchy and regionally uneven. A family gets partial formal support — a midpoint.

3. 10
   Norway · Political Refugee

   Norway runs a robust state Introduction Programme — paid language training, civics, and job placement for refugees — the ceiling for formal integration.

Profile-conditional. Formal programmes are targeted by status: refugee integration schemes, family-reunification language courses, and settlement services attach to specific routes, and profiles outside those routes cannot access them.

What it measures. The size and depth of an established expat or foreigner community to plug into.

Direction. 10 means the largest, most supportive expat network.

1. 1
   Kiribati · Family

   Kiribati is a remote Pacific micro-state with a negligible expat presence. A family finds essentially no foreign community for support — the floor.

2. 5
   Kazakhstan · AI-Displaced Worker

   Kazakhstan has a modest, mostly energy-sector expat community concentrated in Almaty and Astana. A worker finds some network, but limited — a midpoint.

3. 10
   Spain · Digital Nomad

   Spain hosts one of the world's largest, most established expat and nomad communities — Madrid, Barcelona, Valencia, and the islands — the ceiling.

Profile-conditional. A country usually hosts several distinct foreign communities rather than one. A coastal retiree network and a capital-city nomad scene differ in size, depth, and usefulness depending on which one the profile can actually join.

What it measures. Political and economic stability, rule of law, and low risk of upheaval or conflict.

Direction. 10 means maximal stability.

1. 1
   Haiti · Family

   Haiti has near-total state collapse, gang control of the capital, and no functioning security apparatus — the global floor for stability.

2. 5
   Argentina · FIRE Seeker

   Argentina is democratic and institutionally continuous but chronically unstable economically — recurring inflation crises and defaults. A genuine midpoint.

3. 10
   Switzerland · Family

   Switzerland combines deep political stability, neutrality, rule of law, and economic resilience — the ceiling.

Profile-invariant. Political and economic stability and conflict risk are country-level properties that do not vary with who is observing them.

Calibration note. Armed-conflict and large-scale political violence are counted here, under stability. Everyday street crime and personal security sit under Personal safety — the two are kept apart to avoid double-counting violence.

What it measures. The quality and accessibility of the public health system for this migrant.

Direction. 10 means the best public healthcare access.

1. 1
   Venezuela · Political Refugee

   Venezuela's public health system has collapsed — shortages of medicine, staff, and power. A refugee has effectively no functioning public care — the floor.

2. 5
   Brazil · Family

   Brazil's SUS is universal and free but overstretched and uneven. A family gets real coverage with long waits and quality gaps — a midpoint.

3. 10
   France · Political Refugee

   France's universal system is among the world's best and covers residents generously — recognized refugees are folded into PUMa like any resident. The ceiling.

Profile-conditional. Entitlement is a legal question tied to status: contributory access through employment, a private-insurance mandate attached to a nomad permit, refugee entitlement, or a bilateral retiree arrangement. Access differs before quality is even considered.

Calibration note. Public and private healthcare are scored separately: a country can have a strong private sector and a weak public one (or vice versa), and conflating them would hide that split for the profile that depends on one system.

What it measures. The quality, value, and accessibility of private health care for this migrant.

Direction. 10 means the best private-care value.

1. 1
   Tuvalu · Wellness Migrant

   Tuvalu is a tiny atoll nation with essentially no private healthcare; serious care requires overseas medical evacuation — the floor.

2. 5
   Vietnam · Digital Nomad

   Vietnam has a growing private and international-clinic sector in major cities at low cost, but top-tier care is still limited — a midpoint.

3. 10
   Thailand · FIRE Seeker

   Thailand is a global medical-tourism leader — JCI-accredited private hospitals delivering top care at low cost — the ceiling for private-care value.

Profile-invariant. The private market offers the same quality and price to any paying patient. Which specialties matter most varies by profile and belongs in weighting.

What it measures. The availability, quality, and value of private and international schooling.

Direction. 10 means the best private / international-school access.

1. 1
   Nauru · Family

   Nauru, a tiny isolated island state, has no international schools. A family has effectively no private-education option — the floor.

2. 5
   Georgia · Family

   Georgia (Tbilisi) has a handful of decent, low-cost international schools, but limited choice — a midpoint.

3. 10
   UAE · Family

   The UAE has the world's densest market of high-quality international schools — British, American, and IB — the ceiling for choice and quality.

Profile-invariant. School availability, quality, and fees are fixed facts about the country. The attribute is already gated because only households with children are exposed to them.

What it measures. The reliability of core infrastructure — power, water, transport, internet — in the migrant's likely locations.

Direction. 10 means the best, most reliable infrastructure.

1. 1
   Cuba · Digital Nomad

   Cuba suffers chronic blackouts, crumbling utilities, and among the world's slowest, most restricted internet — the floor for a remote worker.

2. 5
   South Africa · Family

   South Africa has modern infrastructure undercut by load-shedding power cuts and water insecurity — functional but unreliable. A midpoint.

3. 10
   South Korea · AI-Displaced Worker

   South Korea has world-leading power reliability, transit, and the fastest broadband on earth — the ceiling.

Profile-invariant. Power, water, transport, and connectivity are shared systems. Variation is subnational rather than by profile, and is handled as a location caveat.

What it measures. Everyday personal safety from crime and violence for this migrant.

Direction. 10 means the safest daily life.

1. 1
   South Africa · Family

   South Africa has among the world's highest violent-crime and home-invasion rates. A family lives with constant security concern — the floor for personal safety.

2. 5
   United States · Family

   US personal safety varies enormously by place but nationally sits mid-pack among rich nations, with higher violent-crime and firearm risk than peers — a midpoint.

3. 10
   Japan · Family

   Japan has among the lowest violent-crime rates in the world. A family experiences near-total everyday safety — the ceiling.

Profile-invariant. Everyday crime rates describe the same streets for every resident.

Calibration note. Captures everyday crime and personal security. Large-scale conflict and political violence are scored under Political/economic stability, so the two do not double-count the same danger.

What it measures. Resilience to environmental and climate risk — disasters, extreme heat, water stress, sea-level rise — net of adaptive capacity.

Direction. 10 means the most environmentally resilient.

1. 1
   Chad · Wellness Migrant

   Chad faces extreme heat, desertification, drought, and the collapse of Lake Chad, with almost no adaptive capacity — the floor.

2. 5
   Japan · Family

   Japan has high natural-hazard exposure (earthquakes, typhoons) but world-class preparedness and engineering offset much of it — a net midpoint.

3. 10
   Norway · Wellness Migrant

   Norway has a cool, stable climate, low disaster exposure, abundant fresh water, and strong adaptive capacity — the ceiling.

Profile-invariant. Disaster exposure, heat, water stress, and adaptive capacity are physical and institutional country properties.

What it measures. The pleasantness of the year-round climate for this migrant.

Direction. 10 means the most pleasant climate.

1. 1
   Djibouti · Wellness Migrant

   Djibouti is among the hottest inhabited places on earth, with brutal humidity and little seasonal relief — the floor for a wellness-seeker.

2. 5
   United Kingdom · Digital Nomad

   The UK's mild, grey, wet, low-sun climate is tolerable but rarely delightful — a fair midpoint.

3. 10
   Spain (Canary Islands) · Wellness Migrant

   The Canary Islands enjoy famously perfect "eternal spring" temperatures all year — the ceiling for climate.

Profile-invariant. The climate is identical for all profiles. Only the preference attached to it differs, which weighting expresses.

Calibration note. A subnational anchor is used at the ceiling because climate is location-specific: the Canary Islands, not Spain as a whole, define the "eternal spring" ideal.

What it measures. The beauty and quality of the built environment — architecture and urban design.

Direction. 10 means the most beautiful built environment.

1. 1
   Mauritania · Wellness Migrant

   Mauritania's cities are largely utilitarian, dusty, and sparse in architectural distinction — the floor.

2. 5
   Poland · Family

   Poland mixes beautifully restored old towns with large tracts of communist-era housing blocks — a real midpoint in built beauty.

3. 10
   Italy · Wellness Migrant

   Italy is arguably the world's richest built landscape — millennia of architecture, piazzas, and design — the ceiling.

Profile-invariant. Architecture and urban design are the same built fabric for every observer.

What it measures. The scenic natural beauty accessible to this migrant.

Direction. 10 means the most stunning natural surroundings.

1. 1
   Bahrain · Wellness Migrant

   Bahrain is a small, flat, arid island with little natural scenery — the floor.

2. 5
   Uruguay · FIRE Seeker

   Uruguay has pleasant beaches and rolling countryside but no dramatic landscapes — a midpoint.

3. 10
   New Zealand · Wellness Migrant

   New Zealand packs fjords, alps, beaches, and forests into one country — the global ceiling for natural beauty.

Profile-invariant. The landscape does not change with the migrant.

What it measures. How smooth and convenient daily life is — service quality, efficiency, and low everyday hassle.

Direction. 10 means the most frictionless daily life.

1. 1
   Angola · Digital Nomad

   Angola (Luanda) combines high costs with poor services, heavy bureaucracy, and constant daily hassle — the floor.

2. 5
   Greece · FIRE Seeker

   Greece offers a pleasant life but with real bureaucratic and service friction — slow admin and periodic strikes. A midpoint.

3. 10
   Japan · Family

   Japan sets the world standard for service quality, punctuality, and frictionless daily systems — the ceiling.

Profile-invariant. Service friction, delivery reliability, and administrative hassle are encountered alike by any resident.

Calibration note. Service friction is the everyday hassle of getting things done — deliveries, repairs, admin, customer service. A 10 means the least friction, a 1 the most.

What it measures. The quality, variety, and vibrancy of the food scene for this migrant.

Direction. 10 means the best food scene.

1. 1
   Marshall Islands · Wellness Migrant

   The Marshall Islands rely heavily on imported and canned food with a minimal restaurant scene — the floor.

2. 5
   Chile · Digital Nomad

   Chile has excellent produce and wine and a decent but not standout dining culture — a midpoint.

3. 10
   France · Wellness Migrant

   France is a global culinary benchmark — markets, terroir, and world-leading restaurants — the ceiling.

Profile-invariant. The quality and variety on offer are the same. How much a profile values it is a weighting matter.

What it measures. Access to outdoor recreation — hiking, water sports, and nature.

Direction. 10 means the best outdoor-activity access.

1. 1
   Qatar · Wellness Migrant

   Qatar's extreme heat and flat desert leave little outdoor recreation beyond a few cooler months — the floor.

2. 5
   Czechia · Family

   Czechia has good hiking, forests, and lakes but no coast or high mountains — a solid midpoint.

3. 10
   Chile · Wellness Migrant

   Chile spans the Andes, Patagonia, desert, and 4,000 km of coast — world-class outdoor access. The ceiling.

Profile-invariant. Terrain, coastline, and recreational access are physical facts independent of the migrant.

What it measures. The availability of high-end goods, services, dining, and experiences.

Direction. 10 means the richest access to luxury.

1. 1
   Timor-Leste · Regime Arbitrageur

   Timor-Leste is among Asia's least-developed states, with virtually no luxury market — the floor.

2. 5
   Panama · FIRE Seeker

   Panama City offers real but mid-tier luxury — good hotels, dining, and retail without global-capital depth. A midpoint.

3. 10
   Monaco · Regime Arbitrageur

   Monaco is the global epicenter of concentrated luxury — the ceiling.

Profile-invariant. The availability of high-end goods and services is a market fact. Only a subset of profiles engages with it, which the demographic gate already captures.