About — why we build tools that never see your data

Small browser-side tools for people who work with language models

We are three people who got tired of the same three chores, and decided to solve them once.

What we build and why

Anyone who uses language models daily ends up doing the same small jobs over and over: guessing whether a prompt is going to cost ten cents or two dollars, rewriting the same instructions for the fifth time, and fighting with a reply that is 95% JSON and 5% apology.

Those jobs are small enough that nobody wants to install anything, and annoying enough that doing them by hand every day adds up. So we built a set of single-purpose tools that open in a tab and close when you are done.

The decision that shapes everything else is that they run entirely in the browser. A tool that helps you handle a client's contract should not require you to send that contract to our server — and once the tool is client-side, there is no server to send it to.

What we optimise for

Nothing leaves the tab

Every tool is client-side. There is no backend that could log your text, because there is no backend.

One job, done well

No dashboards, no onboarding flows, no account wall. Open the tool, get the answer, close the tab.

Honest about limits

The token count is a heuristic and we say so in the interface instead of implying precision we do not have.

How we got here

  1. 2024 Q3

    First internal script

    A throwaway token counter written to settle an argument about prompt cost.

  2. 2025 Q1

    Opened to the public

    Five tools, a single page, and a strong opinion about not adding a sign-up form.

  3. 2025 Q3

    Model pricing tracker

    Manual price edits replaced by a review pass whenever a major lab ships a new model.

  4. 2026 Q1

    Team libraries

    The first paid feature, added only because teams kept asking to share prompt templates.

At a glance

10
tools shipped
0
bytes of your text stored on our servers
5
model families priced
3
people on the team

The team

  • Chen Yiyu

    Founder & frontend engineer

    Spent six years on developer tooling and has strong feelings about bundle size.

  • Wang Siyuan

    Technical writer

    Writes the documentation and, by extension, most of the copy you are reading.

  • Li Jing

    Data analyst

    Keeps the model pricing table honest and reviews every estimate heuristic.

Try the toolkit

No account, no install. Start with the tool most people start with.

Open the Token Estimator