← Meta-analysis360Compare tools

EPPI-Reviewer alternative formodern AI screening.

EPPI-Reviewer pioneered machine-learning classification for reviews. Meta-analysis360 pairs Gemini screening with protocol generation, PubMed search strings, and a guided workspace built for speed — you still confirm every include and exclude.

EPPI-Reviewer is developed by the EPPI-Centre (UCL). Meta-analysis360 is an independent product and is not endorsed by or affiliated with EPPI-Reviewer or UCL.

Side by side

Same job, different depth

Honest snapshot for researchers comparing screening tools. Features change — verify on each vendor's site before you decide.

Topic
EPPI-Reviewer
Meta-analysis360
Core focus
Text-mining and ML classification for review screening
Full AI review workspace from question to extraction
AI approach
Train classifiers on coded studies you label first
Gemini eligibility screening with calibration on your criteria
Protocol & search
Screening-centric; protocol/search handled elsewhere
Built-in planning, PROSPERO-style protocol, and search strategy
Learning curve
Powerful for methods experts; steeper setup
Guided tabs with plain-language AI assist
Pricing model
Free/low-cost tiers for many public-sector users
Free trial with Pro plans for full-library AI runs

Which tool fits your review

Choose EPPI-Reviewer if…

  • You already use EPPI-Reviewer classifiers across many reviews.
  • You need EPPI-Centre methods and export formats for funded reviews.
  • Your team prefers training custom ML models on prior coding.

Choose Meta-analysis360 if…

  • You want AI screening without building a custom classifier first.
  • You need protocol, search, screening, and extraction connected.
  • You prefer a modern web workspace with fast Gemini-assisted triage.

FAQ

Common questions

Is Meta-analysis360 the same as EPPI-Reviewer?

No. EPPI-Reviewer focuses on machine-learning classification and text mining for evidence synthesis. Meta-analysis360 is a broader AI workspace for planning, protocol, search, screening, and extraction. We are not affiliated with EPPI-Reviewer or UCL.

Do you use machine learning like EPPI-Reviewer?

We use large-language-model screening with calibration on your eligibility criteria rather than training a bespoke classifier on hundreds of manually coded abstracts first.

Can I still control every screening decision?

Yes. AI suggestions are proposals. You apply or override labels — nothing is included or excluded without your confirmation.

Who is Meta-analysis360 best for compared with EPPI-Reviewer?

Researchers who want a faster start on a single review with integrated AI assistance, rather than configuring ML pipelines in a methods-first tool.

Screen faster. Decide yourself.

Open the live agent demo or sign in to run AI-assisted screening on your own library.