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Summary for Hi score


Source: Developed by Analytical insight; CREA data

Summary for Hi score


Source: Developed by Analytical insight; CREA data

Summary for Hi score


Source: Developed by Analytical insight; CREA data

Summary for affordability score

Summary for choice score

Summary for A&C score

Analytical insight - Housing Score (Hi)

Analytical insight - Housing Score (Hi)

  • Introduction

    The Hi (Housing insight) score, with supporting scores, provides a quantiative overview of the current housing market from a buyers’ perspective.

    A single score to gauge the current housing market, and help make a more informed buying decision.

  • What?

    What it is

    A market indicator that is to be used before or while you are in the market to buy a house - to get an understanding of how good (or not) the current housing market is for potential buyers, in general.

    What it isn’t

    A word of caution - the score is meant to augment your search and is not a replacement for any real-estate expertise or professional advice on individual listings/transactions and/or current market conditions – i.e. use this solely as an indicator before you embark on a buying journey, and not as an all-encompassing guide.

  • Why?

    The idea is to provide a general sense of the housing market environment for buyers, before one goes into the specifics of what they can afford, current listings etc. i.e. helping answer the ever-relevant questions - ‘Is this a good time to buy? How is the market, in general?’

    While there are housing price indices that measure month-on-month and/or year-on-year increases, giving us an indication of price changes, these offer a limited view from a long-term trend perspective, and miss out on other important parts of the housing market picture.

    There is also a good sense of the general ‘feeling’ about the market e.g. ‘it’s a really tough interest rate environment right now’ or ‘the market is crazy right now (alluding to increased competition - supply barely keeping up with the demand)’ but there isn’t a single indicator to quantitatively assess the current housing market for buyers.

  • How?

    Analytical insight studied over 18,000 data points, dating back to January 1975, to devise a single HAi score (and supporting scores) to act as a general housing market indicator for home buyers - straightforward, and easily digestible, with as little complexity as necessary.

    Markets,Geographies, and Timing


    Markets,Geographies, and Timing

    The latest available data (and hence scoring) is at least a month behind, but is the most up-to-date reflection of market realities possible with actual data. Projections of data to current months, and possibly into the future, are in the works. The score is currently available for home buyers in the Canadian market. Other markets and geographies, and a similar seller's score will follow in due course.

    How?

    How?

    Ai computes scores using the following four factors of housing data:
    1. Current housing prices, and
    2. Access to money (i.e. the interest rate environment), together contributing to the affordability score.
    3. # Home sales / Listings - to gauge availability in the market, and
    4. R (a ratio of sales/listings) - as a measure of competition in the market, together contributing to the choice score.

    The affordability and choice scores, together, make up the Hi (Housing insight) score, on a scale of 0 – 100, with a higher score indicating a more favorable time to buy.

  • Factors - affordability score

    1. Price: Whether the price is currently above or below the long-term trend (since 2005, which is the oldest available sales price data, currently), with a high score indicating you’re getting a good deal i.e. prices are reasonable (below market trend).
    Data Source: CREA, the Canadian Real-Estate Association (data available since 2005).

    Score of 100 – prices have never been lower than the long-term trend i.e. there has never been a better ‘deal' than what there is currently.
    Score of 0 – prices have never been this inflated (higher than the long-term trend) i.e. there has never been a worse pricing environment in the period of reference.
    Score of 50 – a neutral pricing environment, i.e. there have been better and worse deals ~50% of the time, in the period of reference.

    2. Interest Rate Environment: Looking at how ‘expensive’ money is currently, which for most buyers in this context means the current mortgage rates, with the prime rate acting as an overall indicator of the interest rate environment.
    Data Source: Bank of Canada (data available since 1975).

    Score of 0-100, with 0 indicating there has never been a higher rate, 100 indicating that there has never been a lower rate, with a neutral score of 50 indicating that the rate has been higher (or lower) 50% of the time.

    Price and Interest Rate environment scores, together, make up the affordability score.

  • Factors - choice score

    3. Availability: Number of sales or listings - while most of us instantly recognize the importance of affordability, we also need to make sure there’s sufficient availability in the market, i.e. answering the question - ‘Is this is a normal market?’ i.e. is there sufficient inventory/sales in the market? Especially, to balance the outlook when affordability is really good because a ‘good’ buyers’ market would also mean it’s not the greatest time to sell. So, while a really high affordability score is great! What’s the point if you likely won’t find your dream house?

    A neutral availability score would indicate that the market is close to the long-term trend in #sales or #deals i.e. a closer to normal market with sufficient inventory (houses). A score of 0 would mean there is hardly any inventory in the market, which makes it less likely that your dream house is on the market. A score of 100, on the other hand, would mean there has never been so much availability – which doesn’t say anything about how competitive the market is, though, which makes our next (and last) factor all the more important.
    Data Source: CREA, the Canadian Real-Estate Association (data available since 2007).

    4. Competition: R (ratio of sales/listings) - finally, we need an indicator of how competitive the market is, currently, to ‘balance’ the availability. A Competition Score close to 0 would indicate the market has never been more competitive and a score closer to 100 would indicate that the market is at its least competitive.
    Data Source: CREA, the Canadian Real-Estate Association (data available since 2008).

    The availability and competition scores, together, are used to compute the choice score.

  • Scoring guide

    Scores are percentile ranks in a 0 - 100 range, with all scores in the range:

    ScoreDescriptionColour codeComment
    < 20Very poor
    20 - 40Poor
    40 - 50Below average
    50 - 60Neutral
    60 - 70Fairly good
    70 and aboveGood top ~30 score
    80 and aboveVery good top ~20
    90 and aboveExceptional top ~10

    The affordability score (which considers the interest rate environment and pricing environment), choice score (which considers the availability and competition environment) and the overall Hi score (comprising the combined affordability and choice scores) also follow the same scoring rubric.

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© 2025 Analytical insight


© 2025 Analytical insight