Head-to-head · AI Literature Review Software
Rayyan vs 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
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
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 |
|
|
| Cons |
|
|
| 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 → |
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
- Rayyan8.8/10 · Free plan
A collaborative screening workspace with AI ranking, PICO tools, and mobile access.
Visit RayyanFull verdict → - Mapped Research7.7/10 · Free plan
A broad evidence-review workspace with strong collaboration and a high paid entry price.
Try Mapped ResearchFull verdict →
More comparisons
- EPPI-Reviewer vs Rayyan
- Rayyan vs DistillerSR
- Rayyan vs Covidence
- Rayyan vs Nested Knowledge
- Rayyan vs Sorcero iSLR
- Rayyan vs Iris.ai
All AI literature review software comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update







