Dune review

Reproducibility as a product

Every public Dune dashboard exposes the SQL behind it, so a claim can be forked, inspected and re-run against the same decoded tables. In an industry where most metrics arrive as assertions, that is the difference between a number and an argument. It is also why Dune is where analysts settle disputes.

The learning curve is the price

Without SQL you are browsing other people's work, and the quality of that work varies enormously — a popular dashboard can be confidently wrong in ways only its author would notice. Newly deployed contracts also have to be decoded before they appear, so the freshest activity is often the hardest to query.

Practical limits

The free tier allows querying within published execution limits; higher tiers buy performance and private queries. Results export as CSV and the SQL is portable to any warehouse holding equivalent data, so nothing you build here is trapped.

Where it beats every alternative

When the question is specific enough that nobody has published the answer — how much of a protocol's volume comes from three addresses, what a contract's fee split actually paid last month — Dune is the only tool that lets you answer it and show your working to someone who doubts you.

Who it is for

Analysts and builders who can write SQL, and readers who at least want to check the query behind a chart before repeating its conclusion.

Cost of entry

The free tier is enough to learn on and enough for most personal research; paid plans exist for speed and privacy rather than for access to the data itself.