FREEDOM251

Freedom251 › Compare

Side by side

LitFlow vs Mapped Research

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.

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

Mapped Research

Free plan Web

Mapped Research brings review workflows, statistical analysis, collaboration controls, and export options into a single web platform. Check the project limits and listed launch pricing against the scale of your review before choosing a plan.

Visit Mapped Research

The facts

LitFlowMapped Research
Free planYesYes
Open sourceNot publishedNot published
Runs onSelf-hosted, WebWeb
Lowest paid planFree or on requestMapped Project: $79, paid once
Plans published14
MakerNot publishedNot published
Websitelitflow.orgmappedresearch.com
On ai literature review software#15 of 38#19 of 38

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.

Mapped Research: what it does well

  • Supports five evidence-synthesis study types.
  • Includes PRISMA variants, Cochrane, GRADE, and CINeMA.
  • Offers dual-reviewer workflows and conflict resolution.
  • Exports high-resolution plots in four formats.
  • Free plan includes 1,000 screening citations.

What to know first

  • Free plan caps screening at 1,000 citations.
  • Free plan allows up to three collaborators.
  • Data is processed and stored in the United States.
  • API is on the roadmap, not currently listed as available.

Alternatives to LitFlow Alternatives to Mapped Research The whole list