I asked Perplexity what Redfin and Zestimates error rate was.
"How Zestimates ‘Error Rate’ Is Determined
Zestimate error rate refers to how closely Zillow’s property valuation algorithm matches actual sale prices of homes. This is a statistical measurement, reflecting Zillow’s ongoing effort to track the accuracy of its automated estimates.
Calculation Method
• Zillow calculates the median error rate by comparing its Zestimates (the prices it predicts) with the actual sale prices of homes that have recently sold.
• For instance, if the Zestimate was $500,000 and the home sold for $510,000, the error would be (|500,000 - 510,000| / 510,000), or 1.96%. Zillow runs this calculation for a large sample of recent transactions, then finds the median value from all those error percentages.
• Median error rate means that half of the Zestimates are within this percentage of the sale price, and half are not.
Different Rates for On- and Off-Market Homes
• For on-market homes (actively listed for sale), the median error rate is 1.83–1.94%.
• For off-market homes (not currently listed), the error rate is higher: around 7.01–7.06%.
What “Error Rate” Indicates
• If the error rate is 1.9%, this means half of Zestimates for on-market homes are within 1.9% of the actual sale price, and half are more than 1.9% off. The same logic applies to the 7% error rate for off-market homes.
• Zillow also reports the percentage of homes where the Zestimate was within 5%, 10%, or 20% of the sales price. For most major markets, more than 95% of Zestimates fall within 10% of the final sale price.
Factors Affecting Error Rate
• **Accuracy depends on available ** Areas with more MLS data, recent comparable sales, and user-fed real estate information have lower error rates.
• Uniqueness of properties: Unique or rarely sold properties usually have higher error rates, especially if recent comparable sales are unavailable.
• Market activity and data quality: Frequent sales and good, up-to-date data improve algorithm accuracy.
In essence, the Zestimate error rate is a statistical comparison of predicted property values versus real sales, reported as a median percentage across thousands of transactions. It’s regularly updated and varies based on market conditions, data coverage, and property type."