Cell image analysis software compared
Free tools are powerful, but the result often depends on who runs them. For an assay that repeats, that matters more than any feature.
CellProfiler and ImageJ/Fiji are the open-source tools most labs start with. Both are free, flexible and widely used, and both are loved and hated. They put the analysis in the hands of one person at one computer, which works well for one-off projects.
For an assay that runs every week, across people or sites, the questions change: can anyone on the team run it, will they get the same result, and can a colleague check the number behind a figure? Cytely is built for that case. The table below shows how the three compare.
At a glance
| Feature | Cytely | CellProfiler | ImageJ / Fiji |
|---|---|---|---|
| Build an analysis | Ready assays, AI builder or no-code | Pipeline of modules | Menus, macros and scripts |
| Who can run it | Anyone on the team | Usually the pipeline expert | Usually whoever wrote the macro |
| Explore results | Gating linked to every cell | Export, then a separate tool | Tables, then a spreadsheet |
| Work together | Shared workspace and live links | Share pipeline files | Share files and tables |
| Runs on | Any browser, in the cloud | Your computer or cluster | Your computer |
| Help | We build custom workflows at no cost | Community forum | Community forum |
| Cost | Free plan, paid plans | Free, open source | Free, open source |
Try it on your own images
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