Native import and parsing
Import from local files or SFTP, choose delimiter, header row, skipped rows, and encoding, then preview the parsed table before committing it to the project.
Autoplot
Autoplot is a native Mac workspace for importing tabular scientific data, creating plots and analysis outputs, and exporting publication-ready figures. It is designed for students, scientists, and R&D teams that want a local-first workflow with optional hosted AI assistance.
Scientific plotting and analysis in a native Mac workspace
Autoplot is a native Mac scientific plotting and analysis workspace for turning tabular data into figures, fits, and reusable outputs. The product is positioned for users who want to import data, clean it, analyze it, annotate figures, and export publication-ready results without switching between a terminal, chatbot, and image editor.
The site emphasizes local-first workflows on macOS, including native file import, assistant-written Python that runs on the Mac, and analysis cards that write results back into the workspace. Autoplot is presented as suitable for students, scientists, and R&D teams that need a single place to work with scientific data while keeping raw data on disk.
Features
Local data wrangling
Use assistant-written Python locally to merge files, trim rows, splice variables, derive columns, filter data, or clean and impute values, with a code preview you approve before execution.
Multiple plot surfaces
Create X&Y plots, histograms, heat maps, 3D scatter plots, 3D surface plots, 3D line plots, categorical charts, and correlation views in the same workspace.
Built-in scientific analysis
Run pre-vetted analysis cards for log-binned PDFs, power-law and truncated fits, CCDFs, x_min diagnostics, finite-size-scaling collapse, E–S scaling, and AUC.
Reusable outputs and compose boards
Treat outputs as reusable variables, then re-plot, fit again, compose multi-panel boards, or export the results without rebuilding the workflow.
Publication-ready export
Export vector PDF with embedded fonts, or output PNG and JPG at journal sizes and DPI presets; you can also export the workflow as runnable Python and Matplotlib.
Use cases
Coursework and lab reports
A student can load a lab CSV, fit the distribution or trend, annotate the figure inside the app, and export a vector PDF for a deadline without building a separate pipeline first.
Heavy-tail and scaling analysis
A scientist can inspect broad distributions, run log-binned or tail-focused analysis, check x_min diagnostics, and export the script-backed result for review or reuse.
Local-first team analysis
An R&D team can keep the workflow local, use the assistant only when needed, and work without requiring a browser-based workspace or cloud data upload.
Multi-panel figures for publication
A user preparing a paper can layer series, fits, and annotations on one figure, then compose multiple panels into a board and export the result as a single publication figure.
Pros and Cons
Pros
- Combines import, analysis, plotting, annotation, and export in one Mac app.
- Supports local-first use, with raw data kept on the Mac and hosted AI optional.
- Includes both standard plots and more specialized scientific outputs such as heat maps, 3D plots, CCDFs, x_min diagnostics, and scaling tools.
- Lets users keep analysis results reusable so plots and fits can be updated without rebuilding the workflow.
- Exports in publication-friendly formats including vector PDF with embedded fonts, plus PNG and JPG.
Cons
- The public pages do not provide a complete list of every supported import format or integration beyond local files and SFTP.
- Some advanced analysis and assistant capacity sits behind paid tiers.
FAQ
Is there a free version or trial?
Yes. The pricing page says the v1 Mac build is available as a direct download, and the Free tier is permanent rather than a trial. It includes X&Y plots, histograms with fits, PDF/log-binned/power-law analysis, vector PDF export, project save/load, and 10 hosted-AI credits per month.
Can Autoplot be used offline?
Yes. The pricing page states that the local toolkit works without an internet connection. Network access is only needed for hosted assistant features, account access, the waitlist, and billing.
Can I use the app without the assistant?
Yes. The pricing page says the assistant can be disabled, and doing so does not remove the non-AI toolkit.
What platform does Autoplot support?
Autoplot is a native Mac app for macOS, built for Apple Silicon according to the site. The source pages describe it as a Mac scientific workstation rather than a browser app.
Who is Autoplot for?
The source pages describe Autoplot as suitable for students, scientists, and R&D teams. Students can move from CSV to fitted plots and vector PDF, scientists can inspect heavier analysis such as tails and diagnostics, and R&D teams can keep data local and use the toolkit offline.
Quick Facts
- Category
- Scientific plotting and analysis
- Platform
- Mac / macOS
- Primary users
- Students, scientists, and R&D teams
- Source domain
- autoplot.ai
- Pricing shape
- Free and paid tiers; pricing page lists Free, Plus, and Pro
- Workflow
- Import, analyze, plot, annotate, compose, and export in one workspace
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