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Head-to-head · AI Literature Review Software

Rayyan vs Sorcero iSLR

  • 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
Sorcero iSLR #7 in AI Literature Review Software 8.1/10 Pricing on request ✓ 2 of 4 features Visit Sorcero

Rayyan leads on 0 checks, Sorcero iSLR on 0, and 4 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
  • Most featuresRayyan · 3 of 4

Rayyan scores higher on our rubric for ai literature review software: 8.8 against 8.1 out of 10; our editors rank them #2 and #7.

Rayyan is the better fit for mobile collaborative screening. Sorcero iSLR is the better fit for PICO-based citation screening.

  • Rayyan fits best

    Mobile collaborative screening

  • Sorcero iSLR fits best

    PICO-based citation screening

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Side by side

Feature Rayyan 8.8/10 Visit ↗ Sorcero iSLR 8.1/10 Visit ↗
At a glance
Editor score 8.8 8.1
Ranking #2 in AI Literature Review Software #7 in AI Literature Review Software
Best for Mobile collaborative screening PICO-based citation screening
Pricing model Free plan + paid Paid
Starting price $8.33/seat/mo Pricing on request
Free plan ✓ (best) Not checked yet
Free trial — —
Deployment Cloud, Mobile Cloud
Platforms Web, iOS, Android Web
Support Phone, Tickets, Community, Docs, Live chat Email
Compliance SOC 2, ISO 27001, GDPR, HIPAA SOC 2, ISO 27001, GDPR
Built for Solo, Small business, Mid-market, Enterprise Enterprise
Features Rayyan 3/4 · Sorcero iSLR 2/4
Screening workflow ✓ ✓
AI paper summaries Not checked yet Not checked yet
Full-text analysis ✓ (best) Not checked yet
Systematic review support ✓ ✓
Specs
Collaboration seats 1 Not checked yet
Export formats RIS, BibTeX, EndNote, CSV Not checked yet
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
  • PICO-based screening with deduplication and relevance prioritization
  • Single, dual, and custom workflows support different review designs
  • Extraction, PRISMA diagrams, collaboration, and citation exports included
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
  • Pricing requires a sales conversation
  • Web-only access limits platform choice
  • PICO-centered screening may not suit every review methodology
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 →

Sorcero iSLR is an AI-assisted systematic literature review product for life sciences teams. It is designed for efficacy, safety, health economics and outcomes research, Medical Affairs, and regulatory evidence work. The product centers on…

Read the review →
  1. RayyanAI Literature Review Software 8.8Free plan
  2. Sorcero iSLRAI Literature Review Software 8.1Pricing on request

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

  • Sorcero iSLR — where it wins

    • PICO-based screening with deduplication and relevance prioritization
    • Single, dual, and custom workflows support different review designs
    • Extraction, PRISMA diagrams, collaboration, and citation exports included

    Where it doesn't

    • Pricing requires a sales conversation
    • Web-only access limits platform choice
    • PICO-centered screening may not suit every review methodology
  • Rayyan8.8/10 · Free plan

    A collaborative screening workspace with AI ranking, PICO tools, and mobile access.

    Visit RayyanFull verdict →
  • Sorcero iSLR8.1/10 · Pricing on request

    A PICO-focused review workspace with screening, collaboration, extraction, and PRISMA support.

    Visit SorceroFull verdict →

More comparisons

All AI literature review software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update