shouldiuse.io

New check

Comparison

Ilastik vs QuPath

Ilastik lands on Depends, and QuPath lands on Worth it.

Ilastik versus QuPath
CompareIlastikQuPath
VerdictDependsWorth it
Best forLife scientists analyzing microscopy imagesCancer research labs quantifying whole-slide images
Who it's not forProduction ML teams needing scale, deployment, or vendor supportClinical diagnosis . it is a research tool, not validated software (Guess:)
PrivacyNo known public vulnerabilities found in the sources reviewed.12No known public vulnerabilities found in the sources reviewed.
Support qualityCommunity forum support; no vendor SLAActive community forums; no vendor support
Public sentimentLab researchers on Reddit and the forum use it for cell counting and segmentation, valuing the no-code approach while flagging hardware demands.10Researchers broadly praise QuPath as a powerful free tool, with occasional gripes about hardware demands and reproducibility.
Biggest gotchaExpect to budget for a good workstation; users report slowdowns on big images⁶Budget for a workstation . RAM, SSD, GPU . not a laptop

Pick Ilastik when

  • Life scientists analyzing microscopy images
  • Cell counting and segmentation without coding
  • Zero-budget academic labs
  • Pipelines feeding Fiji, napari, or CellProfiler

When Ilastik is not a fit

  • Production ML teams needing scale, deployment, or vendor support
  • General-purpose photo editing or design work
  • Buyers wanting SLAs or paid support . none exists
  • Cloud-first workflows . it's a local desktop app

Pick QuPath when

  • Cancer research labs quantifying whole-slide images
  • Core imaging facilities on tight budgets
  • Multiplex immunofluorescence analysis
  • Bioimage analysts comfortable with scripting

When QuPath is not a fit

  • Clinical diagnosis . it is a research tool, not validated software (Guess:)
  • Anyone needing vendor support, SLAs, or training contracts
  • Weak laptops . whole-slide images choke underpowered hardware
  • Teams wanting turnkey regulated pipelines; buy HALO or Visiopharm instead

Sources

  1. ilastik . Aboutilastik.org
    official
  2. ilastik: interactive machine learning for (bio)image analysis . Nature Methodsnature.com
    review
  3. ilastik . Downloadilastik.org
    official
  4. ilastik GitHub repositorygithub.com
    official
  5. Image Segmentation Made Easy: A Guide to Ilastik for Non-expertstowardsai.com
    review
  6. Computer recommendation for better ilastik performance? . image.scforum.image.sc
    review
  7. Ilastik output .h5 to be read by CellProfiler has issues . image.scforum.image.sc
    review
  8. Pixel classification in ilastik . image.scforum.image.sc
    review
  9. Exporting annotations . discussion about format . image.scforum.image.sc
    review
  10. Ways to automate cell counting? . Reddit r/labratsreddit.com
    review
  11. ilastik Security . LFX Insightsinsights.linuxfoundation.org
    security
  12. Product security page . ilastikilastik.org
    security
  13. Ilastik Integration . KNIMEknime.com
    official
  14. Ilastik . napari plugin Alfa Cohortchanzuckerberg.github.io
    official
  15. Customizing a Model for Fiber Segmentation . Carpenter-Singh Lab, Broad Institutecarpenter-singh-lab.broadinstitute.org
    news
  16. QuPath official sitequpath.github.io
    official