Houseprice.AI October 2026 edition

The HPAI Swatch. Yellow is Hapi.

An area's character in one picture. Each tile compares the area with every other area in England and Wales, and its colour shows where it stands: the more yellow, the better it compares.

Relative value, at a glance

A figure on its own rarely tells you much. Is £5,200 a square metre a lot? Is 9 sales a month busy? It depends on how it compares. The HPAI Swatch answers that for you: for each measure, all 316 areas are ranked and split into 8 equal bands, and each band has its own colour. You don't need to read a number to see where an area is strong and where it is weak.

YellowAmong the best: the top quarter of areas (bands 7 and 8)
GreenAbove average: the quarter above the middle (5 and 6)
BlueBelow average: the quarter below the middle (3 and 4)
PurpleWeaker than most: the bottom quarter (1 and 2)
Band 1: weaker than mostBand 8: among the best

Yellow is always the good end. Where less is better, such as crime and carbon emissions, the bands are turned round, so a yellow crime tile means low crime compared with other areas. Yellow is sunshine, and sunshine is Hapi.

Reading a Swatch: Waltham Forest

This month's Hapiest area, first on the HPAI Property Index. The top row is how things are; the bottom row is which way they are moving.

Top row: how things areBottom row: which way they are moving

This month's Hapiest areas

The top of the HPAI Property Index, which weighs all 12 tiles, so a weak spot counts against an area as well as its yellow. October 2026 edition.

Your Hapiest areas: what matters most to you?

"Best" depends on what you want. Tell us what matters and we'll rank all 316 areas for you, using the same HPAI Swatch.

Price levelHigher prices usually mean a sought-after area

    The 12 measures

    TileWhat it measures
    Price per m²Median price per square metre over the last 12 months, all property types.
    Sales a monthAverage open-market sales a month over the last 12 months. More sales means a deeper market.
    Energy efficiencyAverage energy efficiency score of homes with an Energy Performance Certificate (higher is more efficient).
    Population densityResidents per square kilometre. Denser areas have more shops, services and transport nearby.
    Rail passengersRail station entries and exits a year across the district (Office of Rail and Road).
    Recorded crimePolice recorded crime per 1,000 residents over 12 months. Lower crime is a higher band.
    Price changeChange in the 12-month median price per square metre on a year earlier.
    Sales changeChange in sales a month on a year earlier.
    CarbonAverage carbon emissions of homes a year. Lower emissions is a higher band.
    Population changeChange in population on a year earlier.
    Passenger changeChange in rail passengers on a year earlier.
    Crime changeChange in recorded crime on a year earlier. Falling crime is a higher band.

    What yellow does and doesn't mean

    Yellow means good compared with other areas, not good for everyone. A yellow price tile means prices are among the highest, a sign of a sought-after area, but a first-time buyer may find better value in green or blue. A busy, dense area suits some people more than others. The Swatch shows how an area compares; what matters most is up to you.

    The Swatch describes the area, not a particular property. A property's own value also depends on its size, condition and features: value a property for that.

    Sources: HM Land Registry price paid data (open-market sales), Energy Performance Certificates, the Office for National Statistics (population), the Office of Rail and Road (station usage) and the Home Office (recorded crime). Updated every month; where an official source runs behind, we project it forward and say so in the area report.

    Find your area's Swatch

    Every local authority area in England and Wales has one. Or ask Hapi, our AI property guide, to explain any area's Swatch: the chat button is at the bottom right.

    For analysts: each measure across all areas, and the HPAI Property Index with its weights (free account needed).