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ASReview vs RobotReviewer

Both stand on ai literature review software. Which one you can start free with, which one lets you read the code, and what each costs once you pay.

ASReview

Free plan Open source APILinuxMac+3

ASReview offers active-learning prioritization, team screening, and workflow automation for systematic reviews. Its local setup keeps data on the user's computer, while organizations can deploy it within their own environment.

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RobotReviewer

Free plan Open source APILinuxMac+3

Choose RobotReviewer if you need free clinical-trial PDF annotation, summary tables or API processing across groups of reports. Its open-source license and local Docker deployment offer flexibility, while setup involves several processing services and Windows installation is difficult.

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The facts

ASReviewRobotReviewer
Free planYesYes
Open sourceYesYes
Runs onAPI, Linux, Mac, Self-hosted, Web, WindowsAPI, Linux, Mac, Self-hosted, Web, Windows
Lowest paid planFree or on requestFree or on request
Plans published21
MakerNot publishedNot published
Websiteasreview.nlrobotreviewer.net
On ai literature review software#1 of 38#2 of 38

ASReview: what it does well

  • Free and open source, with no licensing fees or subscriptions
  • Human screeners remain in the decision loop
  • Supports parallel screening through Crowdscreen
  • Imports and exports CSV, RIS, and XLSX
  • Local setup keeps data on the user's computer

What to know first

  • ELAS-Heavy and ELAS-L require the Dory package
  • Running your own hardware or server may incur costs
  • AI paper summaries are not included
  • Full-text management is not included

RobotReviewer: what it does well

  • Annotates PDFs with PICO characteristics and likely bias assessments.
  • Website uploads produce extracted data and a summary table.
  • API can synthesize results across groups of reports.
  • Free to use under the GNU GPL version 3.0.
  • Docker instructions cover GPU and CPU-only worker setups.

What to know first

  • Manual setup requires several services and older software versions.
  • Windows installation involves substantial difficulty.
  • Self-hosted processing depends on Grobid, RabbitMQ, Celery and SciBERT.

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