About Big Data Realty
Big Data Realty is a Florida-licensed real estate brokerage. In California, Vladimir A Bugera is a California Real Estate Broker (DRE 02341727). You engage us to work out which agent fits your transaction, and to stay alongside you with the analysis while it closes.
Why we exist
In 2024 the rules changed. Agent compensation became explicitly negotiable, and buyers now sign a written agreement with an agent before they tour a home.
That handed you two decisions you never previously had to make deliberately: who represents you, and on what terms. Both are yours now, and both come earlier than they used to.
Nobody has given you data to make either one.
Whatever you and your agent agree — and that is entirely between the two of you; we don’t set it, we don’t advise on it, and we have no view on what it should be — what you’re actually buying is judgment. Which house. What to offer. When to list. At what price. And before any of that: who should be handling it.
That judgment is the job. And none of it has ever been measured, benchmarked, or separated from the person delivering it. You pick an agent on the strength of a referral, a review score and a listing presentation — and then you find out.
All of it is now measurable. So we measure it, and we sell the analysis rather than the transaction.
We don’t rank agents
There’s no single best agent, so we don’t publish a league table. Sellers want different things — the highest price, the fastest sale, certainty that it sells at all, discretion — and those point to different people.
What we do is report what every agent whose closings appear in your market has actually achieved: price against original asking, true days on market from the first list date, reduction frequency, the proportion of their listings that close, and consistency. Benchmarked to your market, your price band and your property type. Then we help you read it against your own priorities.
Some of those agents have an agreement with us and are marked. Enrollment does not affect which agents we include or what we report about them.
What we are, and what we are not
We handle the analysis. The agent you select represents you in the transaction, under their own agreement with you. We’re not that agent, we don’t act as your advocate against anyone, and we don’t hold your money.
Reaching the data behind this requires a license. We have two — Florida since 2015, California since 2025 — and that license is why we can answer questions the review sites can’t.
Where we are
Miami · San Francisco Bay Area · Los Angeles. We publish our market research openly, community by community, so you can check our work before you engage us.
Where we are in our own story
We’d rather you heard this from us. We spent 2020 to 2025 building the data and the research — the community analyses and market work published on this site. We relaunched as a licensed brokerage in 2026, and the agent analysis service is new.
That means our published research has years behind it and our transaction record does not. We’ll report our own numbers — how many clients engage us, how many go on to transact, and what happens when they do — as we have them, rather than implying a track record we haven’t earned.
It’s a strange thing to put on an About page. It’s also the whole product: we’re asking you to trust numbers, so we’d better be honest about ours.
