Unify data analysis and plotting in one powerful workspace
AutoPlot is a Mac native scientific workspace for plotting and exploratory data analysis. Import tabular datasets, create variables, build X&Y plots, histograms, heat maps, correlations, 3D plots, and charts, run fits, then compose figures with vector export. Metal-backed GPU rendering keeps 3D scenes and correlation networks interactive at full dataset size — rotate, zoom, and re-fit without waiting on a redraw. Raw data values never leave your Mac.
Hey Product Hunt 👋
We built AutoPlot because we kept doing the same thing over and over: export data from an experiment, open a notebook, paste in the same 200 lines of plotting and fitting code, tweak a bin width, re-run everything, repeat. The analysis was the interesting part. The plumbing wasn't.
AutoPlot changes how you interact with your data: you describe the analysis, and the app writes the Python, runs it, and draws the figure.
It's a native macOS app with a real Python engine underneath — and the AI drives that engine in two ways:
Agent mode — "create z = sin(x)·cos(y), then add a 3D surface" runs actual Python and builds the cards, variables, and fits in your workspace. Every generated script pauses for your confirmation before it runs, and accepted code is saved to a reproducible trace.
File Operations mode — point it at a folder and it manipulates the files themselves: skip header rows, split by threshold, write new .dat files, then import them. It's sandboxed to that folder only — no shell, no network.
The analysis surface is built for real work: X&Y, histograms, PDF/CCDF, custom fits, heat maps with Gaussian-mixture fitting, 3D surfaces, correlation matrices, and power-law tooling (log-binned fits, xmin diagnostics, FSS collapse, scaling relations). Plus a Compose board for publication figures, and workspaces that autosave and reopen exactly as you left them.
macOS 15+. Tell me what breaks and what's missing — We are reading every comment.
About Autoplot on Product Hunt
“Unify data analysis and plotting in one powerful workspace”
Autoplot launched on Product Hunt on July 20th, 2026 and earned 106 upvotes and 15 comments, placing #20 on the daily leaderboard. AutoPlot is a Mac native scientific workspace for plotting and exploratory data analysis. Import tabular datasets, create variables, build X&Y plots, histograms, heat maps, correlations, 3D plots, and charts, run fits, then compose figures with vector export. Metal-backed GPU rendering keeps 3D scenes and correlation networks interactive at full dataset size — rotate, zoom, and re-fit without waiting on a redraw. Raw data values never leave your Mac.
On the analytics side, Autoplot competes within Productivity, Data Science and Data Visualization — topics that collectively have 664k followers on Product Hunt. The dashboard above tracks how Autoplot performed against the three products that launched closest to it on the same day.
Who hunted Autoplot?
Autoplot was hunted by Lale . A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Autoplot including community comment highlights and product details, visit the product overview.
Lale 