What are home prices doing? Are they up, down, or sideways? Well, it can be tricky to tell sometimes, especially when there aren’t that many sales. Today, I want to share some of the ways I’m looking at prices to try to make sense of things, and I hope this will be helpful, whether you’re local or not. Skim by topic or digest slowly.

UPCOMING SPEAKING GIGS:
2/26/26 NAPRM Luncheon
3/4/26 Nick Sadek Sotheby’s International Realty (private)
3/12/26 Made 4 More
3/19/26 Yolo YPN event
3/25/26 Coldwell Banker EDH
4/9/26 Realtist Association of Sacramento
4/14/26 Culbertson & Gray
4/22/26 EDCAR
4/28/26 PCAR Rocklin
5/7/26 Empire State of Mind
5/15/26 Nevada County TBA
6/3/26 Wisdom Wednesday in Elk Grove
8/6/26 PCAR Auburn
10/2/26 PCAR Rocklin

TRADITIONAL METRICS MIGHT NOT BE ENOUGH TODAY
We’re missing about 30% of the normal number of sales today, which is true locally and nationally. As a result, traditional price stats like the median and average can bounce around even more than usual. This is why I’ve been talking more about various price indexes such as the ones below. A price index tries to control for differences in quality or size, so sometimes an index might give us a better reading of price movement (not always). The hard part is there are only so many publicly available price indexes for a given metro area. I’m not interested in a national index. What do various sources show for just Sacramento? That’s the key.
Locally, there are a number of indexes below that are actually pretty similar to the median and average right now, but that’s not true for individual counties (see below). In general, if someone said prices were down 2.0% to 2.5% this year in the region, that’s backed up by quite a few metrics.

PEOPLE HAVE THEIR PET METRICS
As a guy who has talked about housing online for about two decades, I can say that people like what they like. So, some folks are cool with the median, others say it’s all about Case-Shiller, or they prefer something else. People sometimes say it must be a repeat sales index (Freddie Mac is one). I find when I share Zillow’s price index though, I get some pushback because many people simply hate Zillow (I get it). Lastly, some real estate professionals are median sales price haters for one reason or another. In short, it’s a mixed bag, and it seems people gravitate toward what they think works or maybe what they were taught.
THERE IS NO PERFECT METRIC
Most of the metrics above are pretty close to each other right now, but I don’t look at any as being the perfect end-all stat since no metric will perfectly represent what is happening in every single price range and location within a local market. So, a metric might suggest prices are down 2%, but when pulling comps, we might not see that in all price ranges and locations at the same time. There could be a real difference between entry-level homes and the high-end, right?

WEIGH THE METRICS OVER TIME
When looking at different metrics, my advice is to weigh them for credibility, and keep doing that over time. Which ones seem like they are getting it right? Are some of them more conservative than others? Is there any metric that just seems wrong? Keep in mind, some price indexes might do a good job in certain areas while blowing it in others. The same is true with the median sales price as it might do a great job reflecting some price ranges, but then not be so good in others.
BRO, PRICES ARE NOT UP BY 20% (A REAL EXAMPLE)
Here’s a real-life example of the problem with price stats in a smaller local county. The last thing we should do is walk away saying that prices are up 20% this year in El Dorado. My advice? Be careful of the median price (or any price metric) in a small county. Being up 20% all of the sudden sounds super aggressive, but this is about a small sample size. Not the market.

TRY COMPARING SMALLER & LARGER AREAS
If you’re in a smaller area, maybe pair it with a nearby larger area to see if the month-to-month trend can be seen a bit better. Locally, I find the trend in El Dorado to be very similar to our largest local county in Sacramento. This isn’t a perfect way to see the market, but I’d say looking to Sacramento helps us interpret the trend a bit better since El Dorado can be manic from month to month (small county vibes). This also reinforces the idea that all ships rise and fall with the tide.

DON’T GET STUCK ON JUST ONE MONTH OF DATA
Smaller counties can be more erratic, so back up and ask yourself what the trend looks like over a longer period of time. When we do that, we can see how absurd it would be to say that El Dorado is 20% higher than last year.

AN EXAMPLE OF ZILLOW’S PRICE INDEX BY COUNTY
Zillow’s index for the Sacramento metro area is down 2.2% right now, but each county is a bit different, right? Here are some map visuals from my ResiClub Pro membership. Ironically, someone might hate Zillow, but I bet they would probably be okay with El Dorado being down only 1.3% from last year based on Zillow’s index.

LOOKS TO THE COMPS MOST OF ALL
Ultimately, we have to look to the comps to understand the trend. It’s cool to see what all of the price metrics above show, but what do the comps indicate? Do we see a difference in what buyers are willing to pay when we look at sales in the past compared to current listings and pendings? When we compare neighborhood sales this year to last year, what sort of change do we see? What we don’t want to do is rigidly impose any price metric on the comps. Just be real with what you see. Are prices flat? Down? Up? Do the comps suggest a higher or lower amount of change than price metrics for the region? Let the comps speak to you, and give the comps more weight than price metrics.
MY BLOG TURNED 17 LAST WEEK

Anyway, I hope that was helpful. Thanks for being here.
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Questions: What stands out to you above? Anything to add? I’d love to hear your take.
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Great post Ryan. I agree that it’s challenging to understand what local markets are doing, especially in low volume and non-conforming areas.
I rely on scatter graphs more than anything else, but even these can be inadequate for acreage sales.
Thank you, Joe. Totally agree. And yeah, I like scatter graphs too. I give strong weight to them.
For any onlookers, I look at various price indexes YoY and from mid-2022 locally. They have pretty much told the same story, but some months there can be a bigger difference between traditional metrics and various indexes.
Joe and Ryan, the shrinking volume has created a big issue. I have been seeing markets shifting in my area for over 18 months, but now I have to be careful because I am seeing swings in sale data that is taking an increasing market over the last 3 years, 2 years and 18 months. Then 12 months or 9 months shows markets dropping like a rock. The problem is that is with limited data and when you look at the sales, the good, upgraded properties aren’t even listed. Now the only thing being seen is the varying size (typically smaller) homes or fixers which is throwing analysis way off. I just decided to NOT make a time adjustment for a 2700 sf custom home because the data sucks. Went to the lower end of the adjusted value range because of what was going on and of course explained the reason. Now for folks that don’t know “Sucks” is a technical appraisal term found in several text books>>>!!!!!
Thank you, Brad. This is a great example. I think that’s okay too. It always works so smoothly in textbooks, but here we are in the real world having to make decisions. Nothing wrong with a reconciliation toward the lower end of the reasonable range if there is justification for that.
Happy birthday blog. I appreciate all the thoughtful content that makes me a better analyst of the real estate market. I like your idea of pairing a local trend with a larger nearby market. That’s a great way to identify potential irregularities with the smaller sample.
Thank you so much, Gary. Appreciate it. Yeah, I find myself experimenting so much more today to see the market. Even on my scatter graphs, I might compare a neighborhood with an entire ZIP Code or city. In the past, there were ample sales, and that wasn’t so necessary, but today I’m just trying to see the market more.
Hi Ryan, you mention that El Dorado is a small county that may cause manic numbers month to month. I’m in Rochester, NY and there were 6,500 closed sales in the past 12 months. What do you consider a solid sample size? Thanks for taking the time with your blog! Ben
Hi Ben. Thanks for the comment. Great question. I don’t know that there is a one-size-fits-all answer because part of it comes down to what is selling too. 6500 starts to get up there though if these are conforming properties. If the homes are all really different, that’s where stats can still bounce around quite a bit. I pull stats for ten local counties consistently, and I find if there are 300 to 400 sales in a given month, I start to feel much better about the numbers (and they tend to bounce around less for the most part). But the higher we go, the better it becomes. In Sacramento County lately, we’ve had closer to 10,000 to 11,000 sales, and that has been good enough for stats in this environment. When some counties only have 2,000 or so sales in a given year, it’s really wonky.