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Head-to-head · AI Literature Review Software

Rayyan vs Mapped Research

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Rayyan #2 in AI Literature Review Software 8.8/10 Free plan Free plan✓ 3 of 4 features Visit Rayyan
Mapped Research #11 in AI Literature Review Software 7.7/10 Free plan Free plan✓ 3 of 4 features Try Mapped Research

Rayyan leads on 0 checks, Mapped Research on 1, and 4 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreRayyan · 8.8/10
  • Free planboth

Rayyan scores higher on our rubric for ai literature review software: 8.8 against 7.7 out of 10; our editors rank them #2 and #11.

Mapped Research leads on collaboration seats: 10 versus 1.

Rayyan is the better fit for mobile collaborative screening. Mapped Research is the better fit for collaborative evidence reviews.

  • Rayyan fits best

    Mobile collaborative screening

  • Mapped Research fits best

    Collaborative evidence reviews

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Side by side

Feature Rayyan 8.8/10 Visit ↗ Mapped Research 7.7/10 Visit ↗
At a glance
Editor score 8.8 7.7
Ranking #2 in AI Literature Review Software #11 in AI Literature Review Software
Best for Mobile collaborative screening Collaborative evidence reviews
Pricing model Free plan + paid Free plan + paid
Starting price $8.33/seat/mo $119 one-time
Free plan ✓ ✓
Free trial — —
Deployment Cloud, Mobile Cloud, Browser extension
Platforms Web, iOS, Android Web
Support Phone, Tickets, Community, Docs, Live chat Docs
Compliance SOC 2, ISO 27001, GDPR, HIPAA SOC 2, GDPR
Built for Solo, Small business, Mid-market, Enterprise Solo, Small business, Mid-market, Enterprise
Features Rayyan 3/4 · Mapped Research 3/4
Screening workflow ✓ ✓
AI paper summaries Not checked yet Not checked yet
Full-text analysis ✓ ✓
Systematic review support ✓ ✓
Specs
Collaboration seats 1 10 (best)
Export formats RIS, BibTeX, EndNote, CSV RIS, BibTeX, CSV, Excel, Word, PDF, LaTeX, Google Docs, PNG, SVG, EPS
Our review
Pros
  • Imports references from RIS, BibTeX, EndNote, CSV, NBIB, XML, CIW, and PDF
  • Combines blinded collaboration, conflict resolution, deduplication, and AI ranking
  • Supports mobile and offline screening on iOS and Android
  • Federated search spans 10+ academic databases
  • Blinded dual-reviewer workflows include conflict resolution
  • Supports extraction, GRADE, meta-analysis, and many exports
Cons
  • Individual plan prices are displayed monthly but billed quarterly
  • Business / Academic pricing starts at five licenses
  • ResearchPilot features beyond Help Center mode are limited to institutional plans
  • Paid plans start at $119 per project
  • Advanced review features are not included in Free
  • Enterprise capabilities require an enterprise plan
Our verdict

Rayyan is a web-based research collaboration platform for researchers, students, librarians, and review teams. It covers the main stages of a systematic review, including reference importing, duplicate detection, title and abstract…

Read the review →

Mapped Research is a browser-based platform for systematic reviews and meta-analyses. It is designed for clinicians, PhD students, methodologists, research teams, and institutions conducting secondary research on medical and scientific…

Read the review →
  1. RayyanAI Literature Review Software 8.8Free plan
  2. Mapped ResearchAI Literature Review Software 7.7Free plan

Strengths and trade-offs

  • Rayyan — where it wins

    • Imports references from RIS, BibTeX, EndNote, CSV, NBIB, XML, CIW, and PDF
    • Combines blinded collaboration, conflict resolution, deduplication, and AI ranking
    • Supports mobile and offline screening on iOS and Android

    Where it doesn't

    • Individual plan prices are displayed monthly but billed quarterly
    • Business / Academic pricing starts at five licenses
    • ResearchPilot features beyond Help Center mode are limited to institutional plans
  • Mapped Research — where it wins

    • Federated search spans 10+ academic databases
    • Blinded dual-reviewer workflows include conflict resolution
    • Supports extraction, GRADE, meta-analysis, and many exports

    Where it doesn't

    • Paid plans start at $119 per project
    • Advanced review features are not included in Free
    • Enterprise capabilities require an enterprise plan

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update