Two estimates for the same house, $60,000 apart: that is the normal experience of anyone who has typed an address into Zillow and Redfin on the same evening. This article explains what these tools are, what their publishers say about Zestimate and Redfin Estimate accuracy, why they disagree, and how to test any estimate in about ten minutes. Every route to a home value, from the assessor's card to a licensed appraisal, is laid out in the main guide to how much is my house worth, while this piece stays with the online estimators.
What an AVM is and why every online estimator is one
Every free home value tool, from the Zestimate to your bank's calculator, is an automated valuation model (AVM): a statistical model that predicts a sale price from data it can read without visiting the house. Federal banking regulators describe AVMs as computerized models used to estimate the value of a dwelling and regulate the ones lenders rely on2; Congress wrote the same concept into 12 U.S.C. § 3354, which requires AVMs used in mortgage lending to follow quality-control standards3.
The inputs are the same everywhere: county assessor and recorder data (size, lot, year built, last sale), MLS listing feeds where the company has access, and whatever the owner has typed in. The model finds recent sales it considers similar, weights them and produces a point value, sometimes with a range. What it never has is a walk-through: the kitchen you gutted in 2023 or the roof that leaks does not exist for the model until it shows up in a listing or a permit.
That is the design, not a flaw: an AVM puts a number on every home in the country without visiting any of them. The question is how far to trust one of those numbers, and the publishers have answered it themselves.
Most accurate home value estimator: published error rates
Redfin states on its Redfin Estimate page (checked September 2026) that the estimate has a median error rate of 1.88 percent for homes that are for sale and 7.35 percent for off-market homes, that it draws on full MLS access, and that it is recalculated daily for listed homes and weekly for off-market ones1. Zillow publishes its own nationwide median error rates for the Zestimate on its Zestimate page, split the same way; Zestimate accuracy figures change with every model update, so read the current ones there rather than a number quoted secondhand.
Two things matter more than the decimals. First, the on-market number does not measure the model's skill. Once a home is listed, the model sees the asking price, the photos and the agent's description, and the sale price it is later scored against usually lands within a few percent of that asking price; the estimator is largely predicting that the list price is about right. The off-market figure is the honest one for an owner who has not listed yet.
Second, a median error is not a maximum. A median of 7.35 percent means half of all off-market homes were estimated more than 7.35 percent from their sale price, in either direction, and the statistic says nothing about the worse half. At the national median list price of $424,500 that Realtor.com reported for August 20264, 7.35 percent is about $31,000, and half of all homes are further off than that.
| Estimate type | What it can see | Published accuracy | Cost | Weight with a lender or court |
|---|---|---|---|---|
| Portal AVM, home listed | Listing price, photos, MLS data, public records | Redfin: 1.88 % median error1 | Free (lead form) | None |
| Portal AVM, home off market | Public records, older sales, owner-entered facts | Redfin: 7.35 % median error1 | Free (lead form) | None |
| Agent CMA | Hand-picked comps, a walk-through | Not published | Free with a listing pitch | None |
| Cited valuation report (e.g. CheckValue) | Public records, price index, comparables, your inputs and photos | Shows its range and sources; no percentage claimed | $3.99 per report in the app | None; not a licensed appraisal |
| Licensed appraisal | Interior inspection, at least three closed comps8 | Not a statistic; a documented opinion | Several hundred dollars | The document lenders and courts rely on |
Why estimates diverge: data coverage, condition, renovations, unique homes
Two models aimed at the same house can land $60,000 apart because they are not looking at the same evidence.
Data coverage. Texas is the largest of ten states where the sale price never enters the public record; Alaska, Idaho, Wyoming, Kansas, New Mexico, Louisiana and Mississippi are the others, and Missouri and Montana disclose in some counties but not in the rest5. A model built on recorder data has little to learn in those places; a model with MLS access at least has the agent-reported price. There, the gap between estimators is structural rather than accidental.
Condition and renovations. County records carry the year built and the square footage from the last permit, not the condition. A 1962 house with a new kitchen, roof and windows and its untouched twin next door look identical to the model until one of them is listed. Owners who type their renovations into one portal move that portal's number and nobody else's.
Unique homes and thin markets. Models need similar recent sales. A hillside lot with a view, a house twice the size of its neighbors, a farmhouse on ten acres, a street where three homes sell a year: each produces a wide, unstable estimate, and the tools rarely say so.
Market tempo and time adjustment. Realtor.com's August 2026 report had the typical US home sitting 60 days before it sold, with list prices below the previous year for the tenth month running4. A model trained on last spring's sales drifts high in a cooling market until new sales pull it down, at a speed that depends on each company's time adjustment. The independent check is the FHFA House Price Index, a weighted repeat-sales index published down to county, ZIP-code and tract level6.
None of this is dishonest; it is why two numbers exist and why neither is a price.
The free-estimate business model: your contact data is the product
The estimate is free for a reason: portals earn their money from agents, who pay for advertising and for the leads a homeowner generates by asking what the house is worth. The number on the screen is the hook; the form that asks for a phone number "to refine your estimate" or "to connect you with a local expert" is the product, which is why people search for a home value estimator without giving their information.
There is nothing wrong with talking to an agent when you want to sell, and something wrong with treating a number produced to trigger that call as evidence. CheckValue sits on the other side of that line: the report is paid for by the person who orders it, the address is not sold as a lead, and no phone number is required.
Two portal estimates $70,000 apart, one Los Angeles sale at $958,000
Suppose a 1,600 sq ft, three-bedroom house in Los Angeles County, where the median single-family price was $946,950 and the median time on market 30 days in August 20267. The figures below are a hypothetical example of how estimates behave, not a real address.
| Stage | Source of the number | Figure | Gap to the sale price |
|---|---|---|---|
| Six months before listing | Portal A, off-market estimate | $985,000 | +2.8 % |
| Six months before listing | Portal B, off-market estimate | $915,000 | −4.5 % |
| Two weeks before listing | Agent CMA from three closed sales | $950,000 to $975,000 | Brackets the sale |
| Listing day | Asking price | $969,000 | +1.1 % |
| One week after listing | Portal A, now on-market | $962,000 | +0.4 % |
| Closing, 31 days later | Sale price | $958,000 | Reference |
Portal A learned nothing new about the house between month six and listing day; the kitchen, the roof and the lot were the same. It learned the asking price and moved $23,000 toward it. That is the whole on-market effect, and it is why "my Zestimate jumped after I listed" is such a common story: the model saw your agent's number, not your granite.
Both off-market estimates were inside the published median error and still $70,000 apart. The agent's three closed sales, which cost an afternoon, were closer than either model: they were the sales an appraiser would later use.
How to sanity-check any estimate in ten minutes
You do not need a model to test a model; you need the evidence it is supposed to summarize. The best home value estimator for your situation is the one that survives this check.
- Pull three closed sales. Same neighborhood, similar size and age, closed within the last 12 months: the standard Fannie Mae sets for appraisals, which requires a minimum of three closed comparables and an explanation for older sales8. Closed prices are in the county recorder's index in disclosure states and on the portals; the comparable sales guide shows where to find them and how to adjust.
- Compute price per square foot for each sale and for the estimate. If the estimate implies a figure outside the range of the three sales, either the model is off or your house is genuinely unusual. Keep the comparison to sales within about 20 percent of your size: a small house carries a higher figure per square foot than a large one on the same street, for reasons the price per square foot guide takes apart.
- Check the tempo. How long did those three sales sit, and were they cut first? A street at 25 days on market and one at 90 need different caution; the national median was 60 days in August 20264.
- Time-adjust the oldest sale. Look up the FHFA index for your metro or ZIP code and move a sale from ten months ago to today's level before comparing it6.
- Look for a range. A point value with no range hides its uncertainty; if there is a range, its width shows how much the model trusts itself, and a 15 percent range on a $950,000 house is about $140,000 of admitted doubt.
If the estimate sits inside the adjusted range of the three sales, it is a fair starting point; if not, trust the sales.
The 2025 AVM rule: what regulators now require of lender AVMs
Since October 1, 2025, AVMs used by mortgage originators and secondary market issuers to value a consumer's principal dwelling must follow an interagency quality-control rule issued by the OCC, the Federal Reserve, the FDIC, the NCUA, the CFPB and the FHFA2. Institutions must adopt policies and controls designed to ensure a high level of confidence in the estimates, protect against manipulation of data, avoid conflicts of interest, require random sample testing and reviews, and comply with applicable nondiscrimination laws2. The first four factors come from the statute, 12 U.S.C. § 3354; the fifth was added by the agencies3.
Two consequences for homeowners. First, the rule does not cover the free portal estimate. It governs models used in mortgage decisions; a consumer-facing Zestimate or Redfin Estimate is outside its scope2. Second, if your lender uses an AVM or an appraisal to decide on your loan, Regulation B gives you the right to a copy of that appraisal or other written valuation, promptly on completion or three business days before closing, whichever comes first, and the lender may not charge for the copy9. That document, or the closed sale price, is the honest benchmark for any estimate. This is general information, not legal or tax advice.
A range, cited sources and the same answer twice from CheckValue
CheckValue is an AI valuation report, so it is also a model, and it claims no accuracy percentage; the sections above explain why such a number would mislead. What it does differently is show its work, which for a reader who has just compared two portal numbers comes down to three things:
- A range, not a bare figure. The point value arrives with the range around it and its price per square foot placed beside the district average, so the model's own doubt is visible before you compare it with anyone else's number.
- The evidence on the page. The closed sales behind the value, the official index for the neighborhood and the pace at which houses there are selling are printed rather than implied, and each adjustment (a garage, a pool, solar, the condition, the year built) carries its coefficient and the source it came from, followed by a numbered reference list. Steps 1 to 4 of the sanity check above can be run against the report itself.
- The same answer twice. Ask for the same address with the same facts a week later and the value does not move, because every result goes into a registry, is calculated twice by independent runs and has to pass a plausibility check before you see it. A portal number that shifts every Tuesday cannot offer that.
The page on how CheckValue keeps results consistent describes the method and its limits, and how an AI valuation works walks through comparables, adjustments and consistency checks. Before you decide, the free preview of your report lays out that same structure for your own address.
It is not a licensed appraisal and does not pretend to be one: nobody inspects the house. Once a lender, a court or the IRS is involved, the appraisal is theirs to order; the report gets you ready for that conversation and does not replace the document.
When an estimate is not enough: lender, court, IRS
A short list of situations where no estimate will do. A mortgage or refinance: the lender orders the valuation and you are entitled to a copy9. An estate, a divorce settlement or a dispute between co-owners: courts want a dated, signed opinion of value from a licensed appraiser. A gift, a step-up in basis or a donation of property: the IRS wants a qualified appraisal, not a screenshot. In each case the appraiser finds at least three closed comparable sales8, adjusts them for the differences and signs the result under a license number.
For everything short of that (deciding whether to sell, checking a listing price, settling an argument with a neighbor) the sales themselves and a report that shows them are faster, cheaper and more honest than a single free number. What an appraisal, a CMA and an AVM each cost and where each carries legal weight is set out in appraisal vs. CMA vs. AVM.
No buyer I have dealt with, in Tenerife or in Austria, has ever paid an estimate. They pay for the house in front of them, and the closest thing to a price before the contract is what the last three similar houses actually closed for.
Frequently asked questions
How accurate is the Zestimate?
Zillow publishes a nationwide median error rate for the Zestimate on its Zestimate page, split between homes that are for sale and homes that are not, and the off-market figure is several times the on-market one. Redfin shows the same pattern with 1.88 percent on-market and 7.35 percent off-market (September 2026). A median error means half of all homes are further off than that number, in either direction, so read the current figures before you rely on one.
Which home value estimator is most accurate?
For a home that is listed for sale, the estimators with direct MLS feeds are closest, because they see the asking price, the photos and the listing description; Redfin publishes a 1.88 percent median error for on-market homes. For an off-market home no portal estimator is reliably within a few percent. The most accurate method is not another model but three recent closed comparable sales and a range, which is what a cited report such as CheckValue shows.
How accurate is the Zestimate compared to an appraisal?
They are different products. An appraisal is a licensed appraiser's dated, documented opinion of value built on at least three closed comparable sales, which Fannie Mae requires for a conforming mortgage; a Zestimate is a model output from public records and listing data with a published median error of several percent for off-market homes. Lenders order the appraisal, and under Regulation B you are entitled to a free copy of it.
Why are Zillow and Redfin estimates so different?
Each company feeds a different mix of MLS listings, county records and user-submitted facts into a different model, picks different comparable sales and treats renovations, lot value and time adjustments differently. Both are weakest where closed prices are not public, in the ten non-disclosure states Redfin lists, and where sales are rare. Two honest models can easily be $60,000 apart on the same house; the closed sales around it settle the argument.
Do appraisers look at Zillow?
They may glance at it, but they cannot build an appraisal on it. Fannie Mae's Selling Guide wants at least three closed comparable sales in the report, sales that normally closed inside the past twelve months, and market evidence behind every adjustment. An online estimate is neither a sale nor evidence, so it carries no weight. If you disagree with an appraisal, bring closed sales, not a screenshot of a Zestimate.
Why did my Zillow estimate go down?
An estimate moves when the model is updated, when a new sale closes nearby, when a listing in your area is cut or withdrawn, or when the market tempo slows; Realtor.com reported a national median of 60 days on market and a tenth consecutive month of annual list-price declines in August 2026. None of that changes what a buyer would pay for your house today. Re-check the three most recent comparable sales before you react.
Is there a most accurate home value estimator by zip code?
No estimator publishes error rates by zip code, and accuracy varies with what the model can see: MLS coverage, whether closed prices are public in your state, how many similar homes sold recently and how uniform the housing stock is. A dense subdivision of similar homes in a disclosure state produces tight estimates; a rural or renovated home in Texas or Idaho does not. Test the estimate against three local closed sales instead.
This article is general information, not legal, tax or investment advice. Figures and rules carry the year they were published; check the cited source for the current version.
Sources
- 1statisticsAbout the Redfin Estimate (accuracy and methodology)Redfin · 2026Redfin's published median error rate of 1.88 percent for on-market homes and 7.35 percent for off-market homes (page checked September 2026), its MLS data access and its update cadence.redfin.com ↗
- 2lawQuality Control Standards for Automated Valuation Models, final rule (89 FR 64538)Federal Register (OCC, Fed, FDIC, NCUA, CFPB, FHFA) · 2024The interagency AVM rule effective October 1, 2025, its five quality-control factors and its scope (AVMs used by mortgage originators and secondary market issuers).federalregister.gov ↗
- 3law12 U.S.C. § 3354, Automated valuation models used to estimate collateral valueLegal Information Institute, Cornell Law School · 2026The statute requiring AVMs used for mortgage lending to adhere to quality-control standards (confidence, data manipulation, conflicts of interest, random sample testing).law.cornell.edu ↗
- 4statisticsRealtor.com Research, housing data and market trends (monthly listing, rent and days-on-market figures)Realtor.com · 2026The August 2026 report: national median list price $424,500, median 60 days on market, tenth consecutive month of annual list-price declines.realtor.com ↗
- 5guidanceWhat Are Non-Disclosure States in Real Estate?Redfin · 2025The ten states where sale prices are not part of the public record, which is where every AVM has the thinnest inputs.redfin.com ↗
- 6statisticsFHFA House Price Index (HPI)Federal Housing Finance Agency · 2026The weighted repeat-sales index for single-family homes at national, state, metro, county, ZIP-code and tract level; the independent trend check for any estimate.fhfa.gov ↗
- 7statisticsAugust 2026 home sales and price report (county medians and days on market)California Association of REALTORS® · 2026Los Angeles County median single-family price of $946,950 and median 30 days on market in August 2026, the anchor for the worked example.car.org ↗
- 8guidanceSelling Guide B4-1.3-08, Comparable SalesFannie Mae · 2026The minimum of three closed comparable sales, normally closed within the last 12 months, that an appraisal for a conforming mortgage must rest on.selling-guide.fanniemae.com ↗
- 9law12 CFR 1002.14, Rules on providing appraisals and other valuations (Regulation B)Consumer Financial Protection Bureau (eCFR) · 2026A mortgage applicant's right to a free copy of the appraisal or other written valuation, promptly on completion or at least three business days before closing.ecfr.gov ↗





