Li Li Hwang
Li Li Hwang
Owner/Broker DRE # 01059188

Zillow’s Pricing Algorithm Failed: What It Means for Your Rancho Cucamonga Home Price | LiLi Hwang

Rancho Cucamonga Real Estate Market News: The Algorithm That Prices Your Home Admitted It Couldn’t

If you have ever typed your address into Zillow to see what your home is “worth,” this week’s news deserves 60 seconds.

On Monday, the U.S. Supreme Court declined to hear Zillow’s appeal of a 2021 investor lawsuit over its failed home-flipping business, Zillow Offers. The case now moves toward trial in federal court.

The backstory is the part that matters to homeowners. In November 2021, Zillow permanently shut down Zillow Offers after admitting its own models could not accurately forecast future home prices. That admission came with a $300 million writedown and a layoff of 25% of its workforce.

An algorithm prices the average. Your home is not the average.

Street, condition, upgrades, timing, buyer demand on your block — the things that actually move a Rancho Cucamonga price live in MLS evidence a broker verifies in person, not in a national model.

(And last week, a separate federal ruling in Seattle let agents’ claims proceed that Zillow pressed agents to send buyers to Zillow Home Loans. A platform’s interests and your interests are not the same thing.)

Before you price — or judge a price — on an estimate, ask for the street-level numbers. Message me and I’ll pull them for your neighborhood.


Rancho Cucamonga 房市新聞:連 Zillow 自己的估價系統都承認算不準

如果你曾經把自家地址輸入 Zillow,看它說你的房子「值多少」——這週的新聞值得你花 60 秒。

週一,美國最高法院拒絕受理 Zillow 對 2021 年投資人集體訴訟的上訴。這起官司針對的是它已經收掉的炒房部門 Zillow Offers,案件將進入聯邦法院審理。

但屋主真正該看的是背景:2021 年 11 月,Zillow 永久關閉 Zillow Offers,原因是它自己承認——自家的模型無法準確預測房價。這個承認的代價:3 億美元資產減記、裁掉四分之一員工。

演算法算的是「平均值」。你的房子不是平均值。

街道、屋況、裝修、時機、你那條街的買家需求——真正決定 Rancho Cucamonga 房價的東西,藏在經紀人親自驗證的 MLS 證據裡,不在全國模型裡。

(上週西雅圖聯邦法院另一樁裁決:法官允許經紀人的集體訴訟繼續進行,指控 Zillow 施壓經紀人把買家送去 Zillow Home Loans。平台的利益,跟你的利益不是同一件事。)

在用「估價」定價、或用「估價」評斷開價之前,先要你那條街的真實數字。私訊我,我幫你查。

Li Li Hwang 黃莉莉 | Real Estate Broker | Your Home Sold Guaranteed Realty LiLi Hwang Team | Mandarin Speaking Agent | DRE#01059188 | 909-710-6788

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