Vaughan's 999999 problem

While reading our July 26, 2026 snapshot of active TRREB listings, one number stopped us: Vaughan’s median asking price was exactly $999,999. Not roughly a million. Exactly one dollar under it, across 2,856 active listings. Our first assumption was a bug in our aggregation. It was not a bug. It is a small, perfect specimen of how human psychology shows up in market data, and it deserves its own note.

A median lands on a magnet

A median is just the middle value of a sorted list, so it can only land on a price some listing actually asked. For the middle of Vaughan’s list to sit at $999,999, a meaningful pile of sellers had to choose that exact figure — and they did, because $999,999 is a magnet price. It reads as “under a million” to a human and files itself under a million to a machine. Vaughan’s inventory that week — detached-heavy, clustered around the seven-figure line — happened to put its middle listing squarely on the magnet. Next door, Markham’s median came in at $988,000: same market forces, slightly different mix, no magnet. The contrast is the tell. And the pattern climbs the ladder: Richmond Hill’s median that same day was $1,199,000 — another nine-heavy figure sitting just under a round filter line. Magnets exist at every price tier buyers commonly type into a search box; Vaughan’s is simply the most photogenic, because the city’s inventory happens to straddle the single most-used threshold in Canadian real estate search.

The filter is the reason

The psychology of charm pricing is old retail. What sharpened it in real estate is software: nearly every listing search on every portal and every agent site is a range filter, and an enormous number of buyers cap their search at $1,000,000. A home at $999,999 appears in all of those searches. The identical home at $1,005,000 is invisible to them — not rejected, never seen. Sellers and their agents have internalized this, so asking prices pile up one dollar below the round numbers buyers filter on. The magnet is not superstition; it is a rational response to how search boxes work.

What it means for reading statistics

This is the part we care about as a data platform. A median that lands on a magnet price is correct and still needs interpretation — it says as much about pricing behaviour as about underlying value. Small shifts in how many sellers choose the magnet can move the median without any real change in the market. It is a compact example of why we timestamp our figures, publish methods, and encourage agents to treat statistics as material for judgment rather than oracle output. If you publish market numbers on your own site — and you can, within the rules — the credibility move is to explain a number like this, not just display it. The broader snapshot this came from is written up in our Ontario listings essay.

What it means for a Vaughan agent

Practically: know where the magnet sits in your own market, because your buyers’ filters are set around it. A buyer capped at a million in Vaughan is choosing from a dense shelf of $999,999 listings; the seller’s real competition is everyone else on that shelf. An agent who can explain this to a client — with the live data on their own site doing the showing — sounds like an analyst instead of a salesperson. That, in miniature, is the argument for owning a data-driven web presence in Vaughan: the market keeps generating stories like this one, and the agent who can read them out loud wins the listing conversation.