Anecdote on the estimates. We bought a house for X and renovated it. The day before we listed it both Zillow and Redfin estimate had an estimate around the purchase price X. When we listed it for 2X, both companies changed their estimate to be close to the listing. However, Redfin changed the entire price history as well showing a gentle slope. Zillow preserved their previous history and showed a spike.