Denver snapshot — price movement +6.4% - am I overthinking this?

FieldSlate

Homeowner
The surprising part was the 99-day median marketing period; it made the reported +6.4% movement much less straightforward than I expected. My Denver small-multifamily sample runs from roughly $776,000 to $1,164,000, but condition varies enough that the properties may not compete for the same buyers.

I still need to establish what the 6.4% measures and separate sold properties from listings that were withdrawn. If several close substitutes remain active or receive cuts, that seems useful in negotiation. If the alternatives need different work or sit in weaker locations, buyers may simply reject them rather than use them as leverage. What evidence of seller motivation would make the supply figure meaningful?
 
Buyers can negotiate from visible alternatives, but “supply” alone is too broad. If the competing properties are genuinely comparable in neighbourhood, unit mix and condition, longer exposure and recent price cuts strengthen the argument. If they need different work or financing, a seller can dismiss the comparison. I’d put more weight on completed sales than asking prices.
 
What exactly does the +6.4% measure—asking prices, completed-sale prices, or a change within your sample? That matters before connecting it to the 99 days. I’d also separate active listings from withdrawn stock. A property disappearing without a sale shouldn’t be read as demand absorbing it.
 
I’d be cautious with the marketing-time figure. Relisting can make exposure appear shorter, while a few badly maintained properties can make it look longer. The median helps, but only if the neighbourhood boundaries are tight enough. Denver-wide comparisons may combine submarkets that buyers don’t treat as substitutes.
 
Condition may be doing more than adding noise. In small multifamily, deferred work can affect both the buyer’s renovation budget and the financing route available to them. Two buildings at similar prices may therefore attract different pools of buyers. I’d group the sample by condition before deciding whether 99 days signals negotiating room.
 
Completed sales show value, but they can lag the choices available to a buyer today. The concern is going too far the other way and treating every new listing as genuine competition.

I’d use recent sales to set a starting range, then check current listings for condition, unit mix, reductions and time on market. For example, two similar buildings that have both been reduced are stronger negotiating evidence than five active properties needing very different renovation budgets. That sequence keeps current supply relevant without letting it replace the sold evidence.
 
Seller motivation is the missing piece. Ninety-nine days means little if the seller is comfortable holding, but it can matter greatly if there have already been cuts or a failed agreement. Rather than arguing that Denver has “too much supply,” a buyer could point to two or three close alternatives and the cost of bringing this specific property up to standard.
 
Also count how quickly replacement listings arrive. Five active properties may represent tight choice if nothing new appears, while the same five can feel abundant if fresh listings keep replacing withdrawn ones. A short weekly log of new, reduced, pending and withdrawn properties would give the supply question more context without enlarging the geography.
 
These replies clarify why my combined figure feels unstable. I’m going to keep the $776,000–$1,164,000 range but split the properties by condition and tighter neighbourhood boundaries. I’ll also separate completed sales, active listings and withdrawals, then note when cuts occurred. That should show whether the +6.4% movement and 99-day median are describing the same part of the market.
 
Keeping the price range is reasonable, but don’t let it define comparability by itself. A property near either end could have a different unit mix or income profile. If the tighter groups become very small, present the individual properties rather than forcing a median that looks more conclusive than it is.
 
One practical next step: build a simple timeline for each active competitor—original listing date, any withdrawal or relisting, each price cut, and current status. Then place the completed sales alongside it. Patterns such as cuts followed by agreements are more informative for negotiation than the raw count of listings.
 
And remember the two possible buyer responses aren’t mutually exclusive. A buyer may negotiate hard on the best-fitting property while remaining ready to move on. The strongest case is property-specific: nearby alternatives, documented condition differences, financing constraints and the seller’s own pricing history. A general +6.4% movement cannot settle that decision by itself.
 
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