The outlier map: who's where, and the surprises in between
A tour of the full 193-country board - the small-and-stable cluster at the top, the conflict-and-collapse floor at the bottom, and the genuine surprises in the middle: Uruguay, Mauritius, Botswana, and a large rich democracy near the basement.
Abstract
With all 193 UN members assessed, the shape of the board is clear enough to read at a glance. The top is small, rich, and institutionally boring. The bottom is conflict and state collapse. The interesting story is in the residuals - the countries that rank far from where a reader's priors would put them. This is the map, decision by decision, with the surprises called out.
The top: stability compounds
For living, the top ten are Norway (6.67), Switzerland (6.60), Luxembourg (6.42), Iceland (5.54), Liechtenstein (5.38), Denmark (5.12), Austria (5.10), Slovenia (4.83), Finland (4.64), Estonia (4.51). On assets and currency the same cluster reshuffles - Switzerland takes the top of both, with Singapore breaking in at #4/#3. The pattern: small open economies with deep institutions, independent central banks, and no large adversaries on the border. None of them score top marks on any single dramatic factor; they win by having no weak category. A confidence-weighted average rewards the absence of holes more than the presence of peaks.
The floor: the read is unanimous
The bottom ten for living - Sudan (-8.99), Haiti (-8.46), North Korea (-7.94), Yemen (-7.64), Myanmar (-7.60), Afghanistan (-7.39), South Sudan (-6.95), Eritrea (-6.54), Cuba (-6.38), Iran (-6.32) - are not controversial. Active war, state collapse, or totalitarian closure drag every category down at once. Where a state runs only captured or state media, that institution is excluded rather than scored as neutral, which is why closed regimes don't accidentally float up on thin data; they are flagged low-confidence and low-score.
The surprises (this is the point of the exercise)
- Uruguay (#17, living 3.74) leads the Americas - above Canada (#37), Chile (#31), and Costa Rica (#34). Quiet institutions, low corruption, stable democracy, no adversaries. The Americas' best living read is not the obvious G7 name.
- Mauritius (#22) and Botswana (#25) lead Africa, ahead of South Africa (#69). Decades of stable, lawful governance outscore raw size.
- Singapore (#15) tops Asia for assets and currency despite a thin civil- liberties score - its economic and institutional reliability carry it for the money decisions specifically.
- The United States (#173) is the marquee outlier and has its own piece: a rich democracy scoring in the bottom decile because the framework prices institutional trajectory, not prosperity.
- China (#159) ranks above the US on living - and below it near-term on assets/currency, because the dollar cushion is still real. Same neighborhood, opposite routes.
Discussion
The top and bottom validate the framework (they match consensus); the middle is where it earns its keep. If your mental ranking of "good places" puts the large, famous, rich democracies on top and small countries you rarely think about in the middle, the board will feel wrong in exactly the places the methodology is designed to surprise you: it is scoring observable stability and direction, not GDP, soft power, or reputation.
Limitations
Mid-table scores (roughly -1 to +1) are the least robust - they often reflect one or two swing factors and modest confidence, so small data revisions move ranks by double digits there. Treat the clusters (top cluster, recovery-skew cluster, floor) as the durable signal and the exact ordinal rank within the middle as noisy.
What would change this
The top cluster is stable barring a security shock to a neutral small state; the floor changes only when a war ends or a regime opens. The middle is where the next year's movement will be - watch the positive-skew recovery cases and any institutional slippage among today's mid-table democracies.
Open the grid and sort by each decision to see the reshuffle.