Tag: AVM Ranking

#1 AVM in Each County Updated for Q3 2024

Every quarter we analyze all the top independently tested AVMs and compile the results. Click on this GIF to see the top AVM in each county for each quarter. As you watch the quarters change, you can see that the colors representing the top honors change frequently.

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change, and AVM’s have different strengths and tendencies. In Q3, AVMetrics independently tested 24 models; however, the GIF only highlights the 13 models that ranked in the top position of the MPTs. At least 11 AVMs shouldn’t be anyone’s first choice ANYWHERE, but they still have customers, presumably customers who don’t know the real performance of their AVMs. AVM Vendors and resellers are not Independent referees.

Independent testing is the only way to know how AVMs perform. This past quarter we saw several models retire while whole new models were introduced. Every model is constantly being improved as builders add new data feeds and use new techniques to get better results (with respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several dozen new research articles about AVMs every year).

Q3 Change Highlights- Quarterly Trends Across the Coast 

As ever, if you watch a part of the map, you’ll see several changes. But, in Q3, as markets stabilized at higher interest rate levels, we saw a changing of the guard. Here are some places to watch:

  1. In the Golden State, one of the highest priority counties in state has a new king, Los Angeles.  Inyo, Imperial, King, and Tulare counties also changes hands (just to name a few).
  2. Several less-populated states had almost wholesale changes, such as the Dakotas, Alaksa, Montana, Wyoming, Nebraska, Oklahoma and Kansas.
  3. In the Sunshine State models were able to value several smaller counties that were not captured by models in Q2 including Collier, Columbia,  Okeechobee, Suwannee, and Union. 

Takeaways

Things change – a lot. Don’t rely on the results from last year or earlier this year. Heck, you can’t even trust last quarter! Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.

Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs have different strengths and there are a lot of them climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate.

Use the right AVM for each use case and keep testing, because things change a lot and often.

#1 AVM in Each County Updated for Q2 2024

Every quarter we analyze all the top AVMs and compile the results. Click on this GIF to see the top AVM in each county for each quarter. As you watch the quarters change, you can see that the colors representing the top honors change frequently.

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change and AVM’s have different strengths and tendencies. Phoenix has more tract housing, and some AVMs are optimized for that. Cities in the northeast have more row housing, and some models are better there. But AVMs also change – a lot. Whole new models are introduced, but every model is constantly being improved as builders add new data feeds and use new techniques to get better results (with respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several hundred new research articles about AVMs every year).

Q2 Change Highlights

As ever, if you watch a part of the map, you’ll see several changes. In Q2, we saw a changing of the guard. Here are some places to watch:

  1. In Texas, most counties changed leadership. The counties that include Austin and its suburbs changed leadership. Not Dallas, but most of the counties around Dallas, and not Houston (Harris), but most of the counties around Harris County changed leadership.
  2. Much of Alaska, and the West Coast changed leadership.
  3. Some less-populated areas had almost wholesale changes, such as Colorado, Nevada, New Mexico, the Dakotas, rural Michigan, Illinois, Missouris, Arkansas, Louisiana, Mississippi and more.

Takeaways

  1. Things change – a lot. Don’t rely on the results from last year. Heck, you can’t even trust last quarter! We compile these results quarterly, but our testing is non-stop, and we can produce new optimizations monthly based on a rolling 3 months or any other time period. Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.
  2. Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs are climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate. Why not be able to take three, four or five bites at the apple?

#1 AVM in Each County Updated for Q1 2024

Every quarter we analyze all the top AVMs and compile the results. Click on this GIF to see the top AVM in each county for each quarter. As you watch the quarters change, you can see that the colors representing the top honors change frequently.

GIF that depicts a changing map of the United States with colors representing the #1 AVM in each county. Each quarter, the colors change reflecting the changing #1 AVM. They change frequently and dramatically, demonstrating how dynamic AVM performance is.
Click the map to see how the #1 AVM in each county changes frequently.

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change and AVM’s have different strengths and tendencies. Phoenix has more tract housing, and some AVMs are optimized for that. Cities in the northeast have more row housing, and some models are better there. But AVMs also change – a lot. Whole new models are introduced, but every model is constantly being improved as builders add new data feeds and use new techniques to get better results (with respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several hundred new research articles about AVMs every year).

Q1 Change Highlights

As ever, if you watch a part of the map, you’ll see several changes. In Q1, markets continued to grind along with higher interest rates. We saw a changing of the guard. Here are some places to watch:

  1. In Texas, most counties changed leadership. The counties that include Austin and its suburbs changed leadership. Not Dallas, but most of the counties around Dallas, and not Houston (Harris), but most of the counties around Harris County changed leadership.
  2. Much of rural California, Oregon and Washington changed leadership.
  3. Some less-populated areas had almost wholesale changes, such as Colorado, Nevada, New Mexico, the Dakotas, rural Michigan, Illinois, Missouris, Arkansas, Louisiana, Mississippi and more.

Takeaways

  1. Things change – a lot. Don’t rely on the results from last year. Heck, you can’t even trust last quarter! We compile these results quarterly, but our testing is non-stop, and we can produce new optimizations monthly based on a rolling 3 months or any other time period. Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.
  2. Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs are climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate. Why not be able to take three, four or five bites at the apple?

#1 AVM in Each County Updated for Q4 2023

Every quarter we analyze all the top AVMs and compile the results. Click on this GIF to see the top AVM in each county for each quarter. As you watch the quarters change, you can see that the colors representing the top honors change frequently.

A gif showing the most recent 8 quarters of AVM performance with the #1 AVM in each county represented by a unique color
The number 1 AVM in each county for the last two years. Each AVM is represented by a unique color.

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change and AVM’s have different strengths and tendencies. Phoenix has more tract housing, and some AVMs are optimized for that. Cities in the northeast have more row housing, and some models are better there. But AVMs also change – a lot. Whole new models are introduced, but every model is constantly being improved as builders add new data feeds and use new techniques to get better results (with respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several hundred new research articles about AVMs every year).

Q4 Change Highlights

As ever, if you watch a part of the map, you’ll see several changes. But, in Q3, as markets stabilized at higher interest rate levels, we saw a changing of the guard. Here are some places to watch:

  1. On the the west coast, leadership changed in Los Angeles County and Seattle’s King County.
  2. Most of the counties of Atlanta, GA changed, as did the main counties of Charlotte, NC.
  3. Some less-populated areas had almost wholesale changes, such as Idaho, the Dakotas, Montana, Colorado, Iowa and rural Michigan (but not New Mexico or Utah).

Takeaways

  1. Things change – a lot. Don’t rely on the results from last year or earlier this year. Heck, you can’t even trust last quarter! We compile these results quarterly, but our testing is non-stop, and we can produce new optimizations monthly based on a rolling 3 months or any other time period. Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.
  2. Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs have different strengths and there are a lot of them climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate. Why not be able to take three, four or five bites at the apple?

#1 AVM in Each County Updated for Q3 2023

Every quarter we analyze all the top AVMs and compile the results. Click on this GIF to see the top AVM in each county for each quarter. As you watch the quarters change, you can see that the colors representing the top honors change frequently.

map of the united states cycling between 8 images showing a different color for each AVM that is #1 in the county. The colors change rapidly and substantially indicating a very dynamic market where leadership as "the best AVM" changes a lot.
Q3 2023 update

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change, and AVM’s have different strengths and tendencies. Phoenix has more tract housing, and some AVMs are optimized for that. Cities in the northeast have more row housing, and some models are better there. But AVMs also change – a lot. Whole new models are introduced, but every model is constantly being improved as builders add new data feeds and use new techniques to get better results (with respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several dozen new research articles about AVMs every year).

Q3 Change Highlights

As ever, if you watch a part of the map, you’ll see several changes. But, in Q3, as markets stabilized at higher interest rate levels, we saw a changing of the guard. Here are some places to watch:

  1. On the the west coast, leadership changed in Orange County and many smaller counties.
  2. Several less-populated states had almost wholesale changes, such as the Dakotas, Montana, New Mexico and Mississippi.
  3. Dozens of suburban counties changed around other metro areas, from Houston and Dallas to Chicago and D.C.

Takeaways

Things change – a lot. Don’t rely on the results from last year or earlier this year. Heck, you can’t even trust last quarter! We compile these results quarterly, but our testing is non-stop, and we can produce new optimizations monthly based on a rolling 3 months or any other time period. Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.

Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs have different strengths and there are a lot of them climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate. Why not be able to take three bites at the apple?

#1 AVM in Each County Updated for Q2 2023

Every quarter we analyze all the top AVMs and compile the results. This GIF shows the top AVM in each county for each quarter, and as it spools through the quarters, you can see that the top honors change hands frequently.

map of the united states cycling between 8 images showing a different color for each AVM that is #1 in the county. The colors change rapidly and substantially indicating a very dynamic market where leadership as "the best AVM" changes a lot.
Click the image to see the GIF cycle between quarters.

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change, and AVM’s have different strengths and tendencies. Phoenix has more tract housing, and some AVMs are optimized for that. Cities in the northeast have more row housing, and some models are better there. But AVMs also change – a lot. Whole new models are introduced, but every model is constantly being improved as builders add new data feeds and use new techniques to get better results. (With respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several dozen new research articles about AVMs every year.)

Q2 Change Highlights

As ever, if you watch a part of the map, you’ll see several changes. But, in Q2, as markets stabilized at higher interest rate levels, we saw a changing of the guard. Here are some places to watch:

  1. On the the west coast, leadership in Los Angeles, Silicon Valley and Seattle changed.
  2. Almost all of the Rocky Mountain states changed.
  3. Most of the counties around Washington D.C. and New York City changed. 

Takeaways

Things change – a lot. Don’t rely on the results from last year or earlier this year. Heck, you can’t even trust last quarter! We compile these results quarterly, but our testing is non-stop, and we can produce new optimizations monthly based on a rolling 3 months or any other time period. Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.

Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs have different strengths and there are a lot of them climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate. Why not be able to take three bites at the apple?

#1 AVM in Each County Updated for Q4 2022

Q4’s update is remarkable for the amount of change in the map. Every quarter we analyze all the top AVMs and compile the results. This GIF shows the top AVM in each county for each quarter, and as it spools through the quarters, you can see where the top honors change hands.

Map of the united states in which every county is a color representing the best AVM according to the legend. Every second the map updates to the next quarter, starting in Q1 of 2021 and going through 7 updates to Q4 of 2022. The colors change quite rapidly, showing a lot of dynamism in the AVM rankings.
Click the image to see all eight quarters of 2021 and 2022. The number one AVM in each county is represented by its corresponding color in the legend.

The main point is how frequently AVM performance changes. That should be no surprise, since market conditions change, and AVM’s have different strengths and tendencies. Phoenix has more tract housing, and some AVMs are optimized for that. Cities in the northeast have more row housing, and some models are better there. But AVMs also change – a lot. Whole new models are introduced, but every model is constantly being improved as builders add new data feeds and use new techniques to get better results. (With respect to new techniques, over at the AVMNews, we curate articles about AVMs, and we highlight several dozen new research articles about AVMs every year.)

Q4 Change Highlights

As ever, if you watch a part of the map, you’ll see several changes. But, in Q4, with markets changing significantly as interest rates rose and then fell, we saw a real upending of the order. Here are some places to watch:

  1. Most of the west coast changed from blue to the orange of Model B, except Orange County, ironically, which is tan for Model H.
  2. Seattle and Portland changed from blue to the Model B orange.
  3. Several upper Rocky Mountain states changed from pink to the green of Model K. (Visually it’s striking, but in terms of population, admittedly less important.)
  4. Almost every county in Utah changed.
  5. A lot of rural Texas changed from gray to the blue of Model A, so those guys took some territory back.
  6. But, Model A also gave away leadership in Chicago and the surrounding counties, which went from blue to orange (Model B) or tan (Model H).
  7. New York was completely shuffled. Surprisingly, the same changes held in NY City and upstate: counties changed from orange to blue (Model A got some more back), and those that were green or blue changed to orange or tan.
  8. All the counties around Washington D.C. went from blue to orange (Model B wins again).
  9. Just west of that, in West Virginia, everything changed from blue to the Kelly green of Model AA.

Takeaways

Things change – a lot. Don’t rely on the results from last year or earlier this year. Heck, you can’t even trust last quarter! We compile these results quarterly, but our testing is non-stop, and we can produce new optimizations monthly based on a rolling 3 months or any other time period. Often, 3 months’ of data are required to get a large enough sample in smaller regions, but we can slice it every way imaginable.

Use more than one AVM. It’s not obvious from a map showing just one AVM in each county, but if you think about what’s going on to produce these results, you’ll realize that AVMs have different strengths and there are a lot of them climbing all over each other to get to the top of the ranking. So, when you’re valuing a particular property, you just don’t know if it will be a good candidate for even the best AVM. When that AVM produces a result with low confidence, there’s a very good chance that another AVM will produce a reasonable estimate. Why not be able to take three bites at the apple?

Honors for the #1 AVM Changes Hands in Q3

Graphic showing which AVM was tops in each county over the last 8 quarters. Shows constantly changing colors. 16 or 17 AVMs claim the top spot in at least one county each quarter.
The graphic shows which AVM was tops in each county over the last 8 quarters.

We’ve got the update for Q3 2022. Our top AVM GIF shows the #1 AVM in each county going back 8 quarters. This graphic demonstrates why we never recommend using a single AVM. Again, there are 19 AVMs in the most recent quarter that are “tops” in at least one county!

The expert approach is to use a Model Preference Table® to identify the best AVM in each region. (Actually, our MPT® typically identifies the top 3 AVMs in each county.) Or, you could use a cascade to tap into the best AVM for whatever your application.

This time, the Seattle area and the Los Angeles region stayed light blue, just like the previous quarter. But, most of the populous counties in Northern California changed hands. Sacramento was the exception, but Santa Clara, Alameda, Contra Costa, San Mateo and some smaller counties like Calaveras (which means “skulls”) changed sweaters. Together they account for 6 million northern Californians who just got a new champion AVM.

A number of rural states changed hands almost completely… again. New Mexico, Wyoming, North Dakota, South Dakota, Montana and Nebraska as well as Arkansas, Mississippi, Alabama and rural Georgia crowned different champions for most counties. I could go on.

All that goes to show the importance of using multiple AVMs and getting intelligence on how accurate and precise each AVM is.

 

Honors for the #1 AVM Changes Hands in Q2

The number one AVM in each county over the last 8 quarters. The honors for the best AVM changes hands pretty frequently.
#1 AVM in each county in Q2 2022.

We’ve got the update for Q2 2022. Our top AVM GIF shows the #1 AVM in each county going back 8 quarters. This graphic demonstrates why we never recommend using a single AVM. There are 19 AVMs in the most recent quarter that are “tops” in at least one county (one more than in Q1)!

The expert approach is to use a Model Preference Table® to identify the best AVM in each region. (Actually, our MPT® typically identifies the top 3 AVMs in each county.)

One great example is the Seattle area. Over the last two years, you would need seven AVMs to cover the most populous 5 counties of the Seattle environs with the best AVM. What’s more, the King’s County champion AVM has included 3 different AVMs.

A number of rural states changed hands almost completely. New Mexico, Wyoming, North Dakota, South Dakota, Montana and Kansas crowned different champions for most counties.

All that goes to show the importance of using multiple AVMs and getting intelligence on how accurate and precise each AVM is.

 

Honors for the #1 AVM Changes Hands

#1 AVM in each County for the last 8 quarters
Top AVM by county for the last 8 quarters shows a very dynamic market with constant lead changes.

We’ve updated our Top AVM GIF showing the #1 AVM in each county going back 8 quarters. This graphic demonstrates why we never recommend using a single AVM. There are 18 AVMs in the most recent quarter that are “tops” in at least one county!

The expert approach is to use a Model Preference Table to identify the best AVM in each region. (Actually, our MPT® typically identifies the top 3 AVMs in each county.)

Take the Seattle area for example. Over the last two years, you would almost always need two or three AVMs to cover the most populous 5 counties of the Seattle environs with the best AVM. However, it’s not always the same two or three. There are four of them that cycle through the top spots.

Texas is dominated by either Model A, Model P or Model Q. But that domination is really just a reflection of the vast areas of sparsely inhabited counties. The densely populated counties in the triangle from Dallas south along I-35 to San Antonio and then east along I-10 to Houston cycle through different colors every quarter. The bottom line in Texas is that there’s no single model that is best in Texas for more than a quarter, and typically, it would require four or five models to cover the populous counties effectively.