Curator vs. Julius AI
Both chat with your data.
One keeps the file in your browser.
Julius is a strong AI tool for chatting with your data. The core difference is where your data goes and how much you see: Curator runs the analysis in your own browser instead of uploading your whole file to a server — though, like any AI tool, it does send your question and a sample of the data to an LLM — and puts the exact, editable Python beside every answer.
Capable either way — the difference is trust
Where the file runs, and whether you can see the code, is the edge.
| Curator | Julius AI | |
|---|---|---|
| Analysis runs in your browserThe full file isn't uploaded to a server; a sample still goes to an LLM to write the code. | Uploads your file to their server | |
| Code shown with every answer | Front-and-center, editable | Available if you open it |
| Reproducible — same code, same answer | ||
| Join across multiple files & tabs | Auto-detects keys | Supported |
| Ask in plain English | ||
| Free tier to start | 30 questions / month | Limited free, then paid |
See your own data, with its code.
Open the workbench, ask a real question, and read the Python that answered it. Free to start.
Try Curator free