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Head-to-head · AI Literature Review Software

Rayyan vs Covidence

  • Updated Oct 2026
  • Both researched from official sources
  • 4 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

Rayyan leads on 1 check, Covidence on 0, and 3 are even. Who comes out ahead on the 4 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 planonly Rayyan

Rayyan scores higher on our rubric for ai literature review software: 8.8 against 8.5 out of 10; our editors rank them #2 and #4.

Rayyan offers free plan; Covidence doesn't.

Rayyan is the better fit for mobile collaborative screening. Covidence is the better fit for established review teams.

  • Rayyan fits best

    Mobile collaborative screening

  • Covidence fits best

    Established review teams

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Side by side

Feature Rayyan 8.8/10 Visit ↗ Covidence 8.5/10 Visit ↗
At a glance
Editor score 8.8 8.5
Ranking #2 in AI Literature Review Software #4 in AI Literature Review Software
Best for Mobile collaborative screening Established review teams
Pricing model Free plan + paid Paid
Starting price $8.33/seat/mo —
Free plan ✓ (best) —
Free trial — —
Deployment Cloud, Mobile Cloud
Platforms Web, iOS, Android Web
Support Phone, Tickets, Community, Docs, Live chat Email, Live chat, Docs · 24/7
Built for Solo, Small business, Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Rayyan 3/4 · Covidence 3/4
Screening workflow ✓ ✓
AI paper summaries Not checked yet Not checked yet
Full-text analysis ✓ ✓
Systematic review support ✓ ✓
Specs
Collaboration seats 1 Not checked yet
Export formats RIS, BibTeX, EndNote, CSV RIS, CSV, XLSX, XML
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
  • Imports references from major managers, RIS, CSV, and PubMed XML
  • Combines screening, extraction, appraisal, annotations, and consensus workflows
  • Exports to RIS, CSV, Excel, and RevMan for downstream analysis
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 are required to use the product
  • Organization pricing requires contacting sales
  • The platform is available through the web
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 →

Covidence is web-based software for managing systematic, scoping, rapid, literature, and related evidence reviews. It is designed for researchers, students, universities, hospitals, evidence organizations, and review teams. The workflow…

Read the review →
  1. RayyanAI Literature Review Software 8.8Free plan
  2. CovidenceAI Literature Review Software 8.5Paid

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
  • Covidence — where it wins

    • Imports references from major managers, RIS, CSV, and PubMed XML
    • Combines screening, extraction, appraisal, annotations, and consensus workflows
    • Exports to RIS, CSV, Excel, and RevMan for downstream analysis

    Where it doesn't

    • Paid plans are required to use the product
    • Organization pricing requires contacting sales
    • The platform is available through the web

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update