Spreadsheets and data analysis
RTutor: review, pricing, data and alternatives
RTutor analyzes data files through conversation for people who want to produce statistics and charts. It generates and executes R or Python code and provides downloadable analysis reports. A free tier exists. Access and transparency score: 48/100, #9 of 13 in its category.
What is RTutor?
RTutor analyzes data files through conversation for people who want to produce statistics and charts. It generates and executes R or Python code and provides downloadable analysis reports.
According to its documentation, RTutor lets you:
- analyze a data file through conversation
- generate and execute R or Python code
- produce charts and statistics
- download an analysis report
We file it under Spreadsheets and data analysis, the category of tools to analyse data and spreadsheets, and it also overlaps with aI coding assistants. The category lists 13 verified tools on this site.
The publisher is RTutor LLC, based in United States. The service launched in 2022, which gives it some track record.
Who is it for?
It is mostly useful to these profiles: data analysts, researchers, and students. The need it covers is simple to state: analyse data and spreadsheets.
RTutor is a good candidate if:
- you want to try before paying
The best test is a concrete case from your daily work: if the tool does not beat your current method within a week, move on to an alternative.
How much does RTutor cost?
Pricing model: freemium (limited free use, then paid). A free plan is offered, usually limited in volume or features.
The entry price is not shown publicly: you have to contact the publisher or create an account to see it.
To estimate what the same work would cost done directly with an AI model, use our API price calculator. Prices change often: always check the official site before subscribing.
Data and privacy
The publisher does not clearly state where data is hosted. Assume your content may leave your region.
For professional use, check that a data processing agreement (DPA) is offered, and do not send customers' personal data or confidential documents without one.
Exporting your content: HTML, R Markdown. Being able to get your data back makes switching tools easier later.
Three habits apply to every AI tool:
- turn off the use of your content for training if the option exists
- use a work account separate from your personal account
- review everything the tool produces before publishing or sending it
Platforms, languages and API
RTutor runs on: web browser.
Interface languages: English.
API availability is not documented.
How we scored it
Our 48/100 score does not judge output quality: it measures what can be publicly verified about access to the tool, its openness and how far the publisher can be trusted.
| Criterion | Points | What counts |
|---|---|---|
| Access | 15/30 | free tier, published price, French interface |
| Openness | 10/30 | API, data export, open code |
| Trust | 23/40 | identified publisher, declared hosting, age, presence in reference lists |
The full calculation is explained on our method page.
Comparison with alternatives
RTutor against other tools in the spreadsheets and data analysis category:
| Tool | Free | Entry price | API | Score |
|---|---|---|---|---|
| RTutor | Yes | not published | – | 48 |
| AITable.ai | Yes | $18 per month | Yes | 93 |
| Wren AI | Yes | $179 per month | Yes | 83 |
| Airtable | Yes | $20 per month | Yes | 80 |
| Vanna | Yes | $50 per month | Yes | 78 |
| MinusX | Yes | $20 per month | Yes | 63 |
| Bricks | Yes | $17.5 per month | No | 58 |
| Text2SQL.ai | Yes | not published | Yes | 58 |
Verdict
RTutor publishes little verifiable information: look at the better-scored alternatives first.
Strengths
- Free tier to try it
- Established since 2022
Limitations
- Price not published
- Data hosting not disclosed
Avoid if…
- You handle sensitive personal data without a processing agreement
Alternatives
Categories and jobs
Learn more
Frequently asked questions
Is RTutor free?
Yes, a free plan exists, with usage limits.
Where is RTutor data stored?
The publisher does not clearly say so in its public documentation.
Does RTutor have an API?
It is not documented.
What are the alternatives to RTutor?
In the same category: AITable.ai, Wren AI, Airtable, and Vanna.
RTutor or AITable.ai: which one to choose?
Our score is 48/100 for RTutor and 93/100 for AITable.ai. Try both on the same task before paying.
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Neutrality. No affiliate links. No vendor pays to be reviewed, rated or ranked. Reviews are directed by François Chollet, neutral and factual, and every data point is dated and sourced. How we score