Row Zero VS Rowmill.app

Row Zero's answer

Row Zero is the world's fastest spreadsheet, designed for big data sets. If a user already knows how to use a spreadsheet and needs to analyze or transform large data sets, Row Zero is the perfect tool. Data teams that serve large businesses can off-load ad-hoc and last mile analytics requests by enabling their business partners to work in Row Zero.

Rowmill.app's answer:

It depends on what you're using now.

If you upload big files to a cloud spreadsheet or an online converter: Rowmill does that job without the upload and without an account. That matters when the file has customer or staff data in it.

If Excel cut your file off at 1,048,576 rows: Rowmill opens all of it. We've measured 100,000,000 rows at 6 columns, a 7.8 GB file. The pivot works the way Excel's does.

If you're on a Mac: Excel there has no Power Pivot, so nothing inside Excel gets you past the row limit. Rowmill works the same on a Mac as on Windows.

If you're on Windows and Power Query already works for you, keep using it. Rowmill is for when Excel locks up before the file even opens, or when you need the answer before you've learned a transform pipeline.

Row Zero's answer

Row Zero's is a last mile analytics tool that enables business teams (marketing, operations, finance, etc...) to connect to cloud data warehouses and work with big data sets in a spreadsheet they already know how to use. BI tools are great for high level metric monitoring but the work initiated as a result of those dashboards needs to happen in a tool where business teams can see and interact with their data.

Rowmill.app's answer:

Most tools that open the files Excel gives up on make you trade something away. Either the file goes to their server, or you write SQL to get anything out of it. Rowmill asks for neither.

You drop a CSV, then drag fields onto Rows, Columns and Values, the same way you'd build a pivot table in Excel. At ten million rows the answer comes back in about a second. The file is read inside your browser tab and never sent anywhere, and you don't have to take that on trust: Rowmill counts every byte it sends and shows you the total.

It's also upfront about its limits: the home page lists what it can't do.

Row Zero's answer

Business teams that need to work with big data sets but prefer a spreadsheet over writing SQL or rigid BI tools.

Rowmill.app's answer:

People in operations, finance, HR and agencies. Someone exports a file from a CRM, payroll, billing or an ad platform and needs one answer from it today: which client billed the most in June, how many people are on each contract type, where the ad spend went.

They know pivot tables. They don't write SQL, and they shouldn't need to. The file often has customer or employee data in it, so a free online tool is out, and the data team is a ticket and a few days away.

Rowmill isn't built for developers or data engineers, who already have good tools for this.

Row Zero's answer

Row Zero was born out of our own frustrations doing data analysis on big data sets. Excel and Google Sheets don't easily connect to cloud data warehouses and have small row limits. We needed to open multi-million row data sets and analyze them quickly. Row Zero is the highly performant tool we wish we'd had.

Rowmill.app's answer:

Rowmill started from a situation that keeps repeating. Someone exports a file from payroll, billing or an ad platform and needs one number from it. Excel loads the first 1,048,576 rows and drops the rest. The free tools that could open it want it uploaded, and it has customer or staff data in it. The data team is a ticket and three days away. So people split the file into pieces, or wait, or upload it and hope.

When I mapped the tools that can open a big file, they mostly fell into two groups. The ones that keep your data on your machine want you to write SQL. The ones that don't need SQL want your file on their server. Rowmill is my attempt to need neither: the file stays on your device, and you work with it by pointing and clicking.

A mill takes raw material in bulk and turns it into something usable, which is where the name comes from. I'm building Rowmill on my own, in Poland, and it has been in public beta since October 2026. What I build next depends on what people do with it.

Row Zero's answer

• Rust
• Python
• Amazon Web Services

Rowmill.app's answer:

It's a web app, and all of the work happens in your browser tab. A database engine running inside the tab reads the file from your disk and converts it once, on your device, so that later questions only read the columns and rows they need. That's why a pivot over ten million rows answers in about a second.

There's no server on the other end to send the file to. There's nothing to install and no account, and once your file is open it keeps working with Wi-Fi off. It runs in current desktop Chrome, Firefox and Safari.