Publication-ready figures, connected to your data
GraphPad Prism vs. Conspecta
A feature-by-feature comparison.
GraphPad Prism is the desktop standard for statistical graphing in biology, with a deep library of tests, curve fitting, and highly customizable graphs, licensed per seat. It's part of Dotmatics, the scientific-software suite Siemens acquired in 2025. Conspecta builds multi-panel publication figures in the browser from the images, flow data, and tables they came from, and runs common statistics on your tables, free for you and one collaborator.
| Capability | Conspecta | GraphPad Prism |
|---|---|---|
| Platform | Runs in any modern browser on desktop, tablet, or phone. Nothing to install. | Desktop app for Windows and macOS, licensed per seat. No in-browser version. |
| License & cost | Free for you and one collaborator. Academic teams pay a flat per-lab rate. | Paid annual license with a trial and no free tier. |
| Figures | Multi-panel figures from charts, images, and flow plots. | Deeply customizable graphs of numeric data. |
| Data source | Charts pull straight from your images, flow, and tables. | Paste or import data, then graph it. |
| Statistics | Common statistics on your tables. | A deep statistical test library with curve fitting and nonlinear regression. |
| Where data lives | Linked to the analysis it came from. | Standalone project files. |
| Collaboration | Shared team workspace you open from anywhere. | Single-user. Sharing means passing files around. |
| Export | Export figures as PNG or SVG at journal resolution. | Export graphs and layouts at publication quality. |
How the workflows differ
Why labs look for a GraphPad Prism alternative
Prism is the standard for a reason, and its statistics are hard to beat. The friction is upstream of the graph. You paste or import numbers into a Prism file, graph them, and end up with a figure that's disconnected from the analysis those numbers came from. When you re-gate a flow sample or re-measure an image, you export again and re-import again. For figures that aren't stats-heavy, that round-trip is most of the work.
Figures built from the data they came from
Conspecta builds the figure straight from the source. A panel can be a flow plot, a measured image, or a chart from a data table, and each one links back to the analysis behind it. You compose multi-panel figures in the browser and export them as PNG or SVG at journal resolution, without a separate graphing app.
Fewer round-trips when the data changes
The clearest difference shows up when the data moves. In Prism, a changed measurement means exporting the new numbers and rebuilding the graph. In Conspecta, the panel is tied to the analysis, so when you re-run it the figure reflects it. There's no re-export, no re-import, and less chance of a figure built from a stale copy of the data. Prism is the figures-and-stats end of the Dotmatics suite, and the tools that feed it, like OMIQ and FCS Express for flow, are separate products, so the data still travels there by export.
In practice that means the figure and the analysis stay in step. You aren't keeping a separate file of numbers in sync with the experiment by hand, so a corrected sample doesn't leave an old plot behind in the manuscript.
What switching actually looks like
Moving over is mostly a one-time step. You build your figures from the images, flow, and tables already in your project, with nothing to install. Figures export as PNG or SVG, ready to drop into a manuscript or slide. If advanced statistics are central to a specific analysis, it's fine to keep Prism for that and use Conspecta to assemble the figures.
GraphPad Prism vs. Conspecta: the bottom line
Switch to Conspecta if
- You want multi-panel figures built from your images, flow data, and tables
- You want charts that update when the underlying analysis changes
- You want figures free for you and one collaborator, with nothing to install
- You want figures and the data behind them in one shared workspace
- You're tired of re-exporting and re-importing every time the data changes
Stay on GraphPad Prism if
- Advanced statistics are central to your figures and you need Prism's test library
- You rely on nonlinear regression, curve fitting, or specific statistical models
- Your lab is standardized on Prism and its project files
- You need a fully offline desktop tool for stats-heavy graphing
Or read the figures guide.
GraphPad Prism and all other product names and trademarks on this page belong to their respective owners. Conspecta is not affiliated with, endorsed by, or sponsored by them. This comparison is written by Conspecta, and we have tried to be fair, including where GraphPad Prism does things we do not. Pricing, packaging, and feature details about GraphPad Prism were last checked in July 2026 and may have changed since — check their site for current details.
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