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EPPI-Reviewer vs LitFlow

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.

EPPI-Reviewer

Free plan Web

EPPI-Reviewer combines review management, analysis, and screening tools with Zotero and OpenAlex connections. Check the shared-review fees and access limits, especially if several people need to collaborate.

Visit EPPI-Reviewer

LitFlow

Free plan Self-hostedWeb

LitFlow offers a documented review workflow with AI suggestions while leaving decisions to researchers. Access is limited to an approved closed-alpha cohort, and the listed free plan is for academic use.

Visit LitFlow

The facts

EPPI-ReviewerLitFlow
Free planYesYes
Open sourceNot publishedNot published
Runs onWebSelf-hosted, Web
Lowest paid planSee the plansFree or on request
Plans published41
MakerNot publishedNot published
Websiteeppi.ioe.ac.uklitflow.org
On ai literature review software#11 of 38#15 of 38

EPPI-Reviewer: what it does well

  • Supports qualitative and quantitative analysis.
  • Includes deduplication and priority screening tools.
  • Connects reviews to a Zotero Group Library.
  • One-month trial includes unlimited non-shareable reviews.
  • Cochrane authors and Campbell reviews have eligible free access.

What to know first

  • Shared reviews require active user accounts for all members.
  • Expired access becomes read-only.
  • Data recovery after accidental changes is fee-based.
  • Direct project support and training may incur charges.

LitFlow: what it does well

  • AI screening links suggestions to source passages.
  • Researchers retain screening decisions.
  • Logs AI suggestions and human decisions.
  • Academic use is free.

What to know first

  • Closed alpha requires maintainer approval.
  • No commercial tier is listed.
  • OSF and Zenodo integration remain under consideration.

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