Málaga: how we arrived at a score of 8.17 in the World ranking

Málaga has a score of 8.17 on a 0-to-10 scale in the World ranking of Onde Viver Bem. The score is editorial and indicative: it follows the site's own methodology, with 13 variables and fixed weights. Cost of living and the price per square metre are not part of the score. The position in the list changes when the database is updated; it is a reference, not a verdict or a recommendation to invest, immigrate or buy property.

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The ranking asks where life is better in a post-AGI world, with less work and more free time, nature and company. The Málaga profile gathers the raw figures and the source of each variable. Málaga is one of the few cities in the database with all 13 variables and all three parts of safety measured for the municipality itself, with no gap and no regional-data warning. This article explains how those pieces add up, describes the city with the data in the base, and covers the land market, the reference price of housing and the taxes we have already collected.

The city in the database

Málaga is the capital of the province of the same name in Andalusia, southern Spain, on the Mediterranean. The database uses 599,063 inhabitants in the municipality, a 2025 figure in Wikidata (Q8851). The central point of the calculations is at 36.72° N, 4.42° W, practically at sea level. Within a 50 km radius, the highest point sampled in the elevation model reaches 1,667 m, and mountainous relief, by the methodology's criterion, starts about 10 km away.

Altitude and relief: DEM sampling via Open-Meteo Elevation, collected on November 9, 2026.

The climate is Mediterranean. In the 2015–2024 normals, the mean monthly maximum runs from 16.7 °C (January) to 31.2 °C (July), and the minimum from 9.4 °C to 23.5 °C. There are 218.6 days a year in the methodology's thermal-comfort band — a maximum between 18 and 30 °C and a minimum of at least 10 °C — which yields a score of 6.62 for mild climate. Most days outside the band are mild winter days, with a maximum below 18 °C, and peak-summer days above 30 °C. The metric does not weigh humidity or rain: mean monthly relative humidity sits between 55% and 73%, and rainfall runs from 1.1 mm (July) to 84.8 mm (March).

Monthly normals and comfort days: ERA5 via Open-Meteo Archive (2015–2024), collected on November 9, 2026.

Safety, the largest weight

The variable with the largest weight is safety, at 15%. The score combines three parts, all measured for the municipality, and Málaga gets 7.51. Violent deaths (40%): 1.12 deaths per 100,000 inhabitants — 1.00 per 100,000 from homicides in 2024, in the Interior Ministry's Crime Balance, plus 0.12 per 100,000 from deaths of undetermined intent in the region (Eurostat, 2021–2023 average). Adding deaths of undetermined intent is a methodology rule for every city and gives an upper bound: some of them are not homicides. On the logarithmic scale (30 per 100,000 is 0; 0.5 is 10), that gives 8.03. Robbery compared with the country (30%): 137.9 robberies with violence or intimidation per 100,000 inhabitants in 2024, against 129.5 in Spain — 1.06 times the national average; score 6.74. Feeling of safety (30%): 79.4% of residents say they feel safe walking alone at night in the city (European survey on quality of life in cities, 2023); score 7.60.

Sources: Ministerio del Interior, Balance de Criminalidad (Q4 2024, municipality of Málaga), Eurostat, causes of death (hlth_cd_ycdr2, region ES61) and European Commission / Eurostat, Survey on Quality of Life in European Cities 2023 (urb_percep).

Life outside the home, culture and entertainment

Restaurants score 7.93: 380 OSM objects and 945 in Overture Maps within 2 km of the central point; 670 and 2,285 in the municipality, or 11.18 per 10,000 inhabitants in OSM. Bars sit at 7.17 (125 in OSM and 310 in Overture within 2 km; 227 and 735 in the municipality). The score for these two variables is the average of an OSM score and an Overture score on the same scale, and bars weigh 3.73% of the score. Parks score 8.25 (47 within 2 km; 368 in the municipality, 6.14 per 10,000). The counts come from a collaborative map and may have gaps.

Entertainment is the city's second-highest score, 9.68: within 50 km there are 61 destinations (theme parks, zoos, aquariums and water parks) and 42 stadiums or music venues — 103 in total, close to the variable's cap of 120, which accounts for 11.73% of the score. The 50 km radius covers much of the Costa del Sol. Culture adds up to 61 theatres, cinemas, arts centres or museums within 5 km, a score of 8.23. Airport scores 7: there is 1 aerodrome with an IATA code within 50 km (the rule gives 7 for one and 10 for two or more).

Counts: OpenStreetMap via the ohsome API, July 27, 2026; bars and restaurants also from Overture Maps Places (release of October 21, 2026, Overture Maps Foundation, CDLA Permissive 2.0). Densities use a population of 599,063 (Wikidata, 2025).

Nature around — sea and mountains

Beach or mountains hits the maximum score, 10, in the second-largest weight (11.59%). Both sides score. The nearest water mapped in OpenStreetMap is 5 km from the central point, which already scores 10 on the scale; the metric measures distance to a mapped sea, lake or river, not beach quality for swimming. On the “mountain” side, the partial score is 9.81: mountainous relief starts about 10 km away, and within 50 km there are 19 waterfalls, 32 protected areas, 207 hiking routes and 349 mapped viewpoints. The final score is the maximum of beach and mountains, plus 30% of the minimum, capped at 10.

Distance to water: OSM via ohsome. Relief: Open-Meteo Elevation. Nature-leisure counts within 50 km: ohsome, July 27, 2026.

Sun, water, air and health

Sun scores 7.83, with 1,861.7 kWh/m²/year of radiation from 2015 to 2024 (linear scale: 1,000 kWh is 0; 2,100 kWh is 10). Water sits at 6.77, and here the data is for the country, not the city: in 2022, Spain's water stress was 43.254% of withdrawals over available resources; in 2024, 99.458% of the population had safely managed water (World Bank). The score is the average of the two scales. It is Málaga's lowest score after mild climate.

Clean air scores 9.23, with an annual mean PM2.5 of 7.32 µg/m³ in 2024, according to the WHO air-quality database (the organisation's target is 5 µg/m³; the scale runs from 35 µg/m³ = 0 to 5 µg/m³ = 10). Health reaches 7.99: life expectancy of 83.888 years in 2024 in Spain (World Bank) and 13 OSM hospitals within 10 km.

Sun: ERA5 via Open-Meteo. Water and life expectancy: World Bank water stress, safely managed water and life expectancy. Air: WHO Ambient Air Quality Database. Hospitals: OSM via ohsome, July 27, 2026.

Land, housing and taxes

The price the site shows next to the score is the square metre of land, not of an apartment. In Málaga, the profile shows US$ 546/m² (€487.58). The figure is official: it comes from the Land Price Statistics of the Ministry of Housing and Urban Agenda (MIVAU), which measures the average value per m² of urban-land transactions registered with notaries, averaged over the quarters from 2025Q3 to 2026Q2.

The figure needs careful reading. MIVAU does not publish the municipality on its own: the cut is municipalities with more than 50,000 inhabitants in the province of Málaga, which includes the capital and neighbouring Costa del Sol towns. In the interior of the province, the same survey gives €260.27/m² in municipalities of 10,000 to 50,000 inhabitants and €260.27/m² in those of 1,000 to 5,000.

Source: MIVAU, Estadística de Precios de Suelo (VDP004_01), collected on November 9, 2026. Dollar conversion: EUR 0.89342 per USD on November 9, 2026, ECB reference rates via the Frankfurter API.

The apartment square metre is kept only as a reference, off the chart axis and out of the score. On Numbeo, the crowdsourced average over the 18 months to November 8, 2026 is €4,501/m² in the centre, €2,869/m² outside the centre and €3,685/m² as the simple average of the two (US$ 4,125). That is 143 responses from 23 contributors; it is not an official index or a registered transaction.

Numbeo, property investment in Malaga, collected on November 9, 2026. Same exchange rate as November 9, 2026.

When buying a resale home in Andalusia, the Property Transfer Tax (ITP) has a general rate of 7%, on the reference or declared value; a new home pays VAT and the stamp duty on documented legal acts (AJD) instead of ITP. The annual property tax (IBI) is still a gap in this database: it was not collected in this round, and we do not invent a rate.

ITP: Junta de Andalucía — Hacienda (2026; collected on November 9, 2026 — check the current text on the official site before any decision).

What the score does not say

Part of the data on bars, restaurants, parks, culture, hospitals, airports and nature leisure comes from collaborative maps, which may have gaps. Water and life expectancy are figures for Spain, not the city. The land price is for the province (municipalities with more than 50,000 inhabitants), not for the municipality on its own. The climate score does not weigh peak-summer heat beyond the count of days, nor humidity or rain. The score does not include cost of living, rent, salary, visas, mass tourism or school quality. The 8.17 score is an indicative summary of the current methodology, with the caveats above, not a ranking of the “best city in the world” in any absolute sense.

The full methodology, the scales and the sources of each figure are on the methodology page. The Málaga profile keeps the variable-by-variable breakdown; the map and the land × score chart place the city in the set.