Totsum.app
A desktop app for a first look at your data files. You ask in plain language, and the AI runs on your own machine. One-time license.
A desktop app for a first look at your data files. You ask in plain language, and the AI runs on your own machine. One-time license.
This page is designed to help you find out whether Totsum.app is good and if it is the right choice for you.
Totsum Data Explorer is a desktop app for a first look at your CSV, Excel, JSON and Parquet files: you ask questions in plain language, an AI that runs locally on your machine answers with previews, and a follow-up report hands your shortlist to an expert for validation. Can work on a computer with no network connection; no account, no sync, no telemetry, no update check. One-time license, for Windows and macOS.
Listed in
Questions in plain language
You ask about your own CSV, Excel, JSON or Parquet file and get a preview: a table or a chart, the rows behind it, and the query written out step by step.
AI that runs on your machine
The model is downloaded once during installation, about 7 GB, and runs locally. Can work on a computer with no network connection.
Runs without an account
No account, no sync, no telemetry, no update check.
Shortlist and report
You shortlist what deserves a closer look, and a follow-up report hands that shortlist to an expert for validation.
Hardware
Totsum requires a GPU with roughly 12 GB of VRAM, or a Mac with an M4 Pro chip or better (an M3 Max or M3 Ultra also qualifies) and at least 18 GB of unified memory. The free trial runs the real model on your own hardware.
The AI runs on your own machine, and the answers leave as a report built to be checked by a person: the rows behind every chart, the query written out step by step, and a shortlist an expert can validate.
People who work on data files they cannot upload: consultants and independent professionals under confidentiality agreements, and anyone who wants a first look at a file before handing it to an analyst.
DuckDB for the data and llama.cpp for the model, both running inside the app on your own machine.
We have collected here some useful links to help you find out if Totsum.app is good.
Check the traffic stats of Totsum.app on SimilarWeb. The key metrics to look for are: monthly visits, average visit duration, pages per visit, and traffic by country. Moreoever, check the traffic sources. For example "Direct" traffic is a good sign.
Check the "Domain Rating" of Totsum.app on Ahrefs. The domain rating is a measure of the strength of a website's backlink profile on a scale from 0 to 100. It shows the strength of Totsum.app's backlink profile compared to the other websites. In most cases a domain rating of 60+ is considered good and 70+ is considered very good.
Check the "Domain Authority" of Totsum.app on MOZ. A website's domain authority (DA) is a search engine ranking score that predicts how well a website will rank on search engine result pages (SERPs). It is based on a 100-point logarithmic scale, with higher scores corresponding to a greater likelihood of ranking. This is another useful metric to check if a website is good.
The latest comments about Totsum.app on Reddit. This can help you find out how popualr the product is and what people think about it.
Do you know an article comparing Totsum.app to other products?
Suggest a link to a post with product alternatives.
Is Totsum.app good? This is an informative page that will help you find out. Moreover, you can review and discuss Totsum.app here. The primary details have been verified within the last quarter. So they could be considered up to date. If you think we are missing something, please use the means on this page to comment or suggest changes. All reviews and comments are highly encouranged and appreciated as they help everyone in the community to make an informed choice. Please always be kind and objective when evaluating a product and sharing your opinion.
