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Backtesting 1.3 million used listings to see if MDS is accurate

Oct 10, 2026
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Nic
(Quick disclaimer) I'm a vendor, working with data for essentially the whole retail used market.

I wanted to see if Day's Supply or MDS or however you'd call it is accurate, so I backtested it off 2 million listings in September! Basically I wanted to see if it was worthwhile to switch to a different metric for my own market analysis since I kind of saw that when there was a glut of supply of a certain car locally, MDS would go crazy high, and it didn't give me realistic stability...

So, for results:
for each car, I calculated MDS for its model and age range the week before it was listed and tracked until delisting. If a car moved to another lot, I kept counting it as well. Here's a table covering 1.3 million cars listed in August and followed for 60 days:

Days' supply when listedMedian days until goneGone in 30 daysGone in 60 days
301667%86%
412161%83%
512556%78%
632951%74%
853544%68%
Median actual days were a lot smaller than days' supply in every bracket. Same pattern when I reran it over 7 weeks and 2 million cars.

Interestingly, older cars had an even bigger gap. Cars 8-12 years old showed 43 days' supply but delisted by day 16.

I used the industry standard calculation (active listings ÷ (sold in last 45 days ÷ 45)) and accounted for dealer-to-dealer transfer and (at least partially) wholesale/auctions.

If you use vAuto, is this something you think about? Wondering if the variances behind this metric are common knowledge.

I developed my own model to estimate the more realistic "days 'till gone" for a Chrome extension called Corsa - it scans any auction website for vins and shows retail value, turn for that car locally (as well as any spikes/dips in supply), whether car was at a dealer recently, and max bid. No-card 7 day trial: Corsa
 

✨ AI Highlights

A vendor with access to nearly 2 million used car listings ran a 60-day backtest to evaluate whether Market Days Supply (MDS) is a reliable predictor of how quickly vehicles actually sell. The analysis tracked 1.3 million August listings, calculating MDS the week before each listing and following the vehicle until delisting, including lot-to-lot transfers. The thread explores whether MDS holds up as an accurate market metric or whether alternative measures might better capture local supply-demand dynamics without the volatility spikes seen during gluts.

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