ASReview

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Score7.1

Rank#2 of 38

PriceFree

Free planYes

Runs onAPI, Linux, macOS, Self-hosted, Web, Windows

Summary

ASReview is a free, open-source tool that uses AI-aided active learning to prioritize records for systematic review screening while leaving decisions to a human screener. The site says this approach can reduce screening workload by up to 95%. Users can simulate AI-assisted review to compare models, and teams can screen in parallel through Crowdscreen, with administrators managing access through a private login system. The described model series include ELAS-Ultra, ELAS-Heavy, and language-agnostic ELAS-L; ELAS-Heavy and ELAS-L require the Dory package. ASReview works with reference managers including EndNote and PubMed, and supports CSV, RIS, and XLSX import and export. Documentation includes a Python API, as well as a REST API and command-line interface for automated workflows. In the default local setup, data stays on the user's computer. Server deployments keep data in the organization's environment and apply its policies. The project provides documentation, tutorials, videos, community discussion, workshops, and consultancy.

Who it is for

ASReview is for screeners, information specialists, data scientists, developers, institutions, and students involved in systematic reviews. Its team screening and automation options may suit organizational workflows.

What is good

Human screeners remain part of screening decisions.
Supports CSV, RIS, and XLSX import and export.
Local setup keeps data on the user's computer.
Crowdscreen enables parallel team screening.

What to know first

ELAS-Heavy and ELAS-L require the Dory package.
Running on personal hardware or a server may incur costs.
No full-text management is listed.

Verdict

ASReview combines human-led screening with AI-assisted prioritization and team workflows, without licensing fees or subscriptions. Consider its deployment costs and model package requirements when choosing a setup.

ASReview plans and pricing

All plans

ASReview LAB Free Free and open source · no licensing fees or subscriptions · running your own hardware or server may incur costs asreview.nl · 28 Sept 2026

Compared on AI literature review software

Free plan: Yesasreview.nl
Screening workflow: Yesasreview.nl
AI paper summaries: Noasreview.nl
Systematic review support: Yesasreview.nl
Export formats: CSV, RIS, XLSXasreview.nl

Facts

Purpose: ASReview uses AI-aided active learning to prioritize records for systematic review screening while keeping a human screener in the decision loop.asreview.nl · 28 Sept 2026
Screening: The site says ASReview can reduce the screening workload by up to 95%.asreview.nl · 28 Sept 2026
Simulation: Users can simulate AI-aided reviewing to test performance and compare models.asreview.nl · 28 Sept 2026
Crowdscreen: Crowdscreen supports parallel screening by a team, with administrators managing access through a private login system.asreview.nl · 28 Sept 2026
AI models: ASReview describes ELAS-Ultra, ELAS-Heavy, and language-agnostic ELAS-L model series; the latter two require the Dory package.asreview.nl · 28 Sept 2026
Platforms: ASReview LAB can be installed locally on macOS, Linux, and Windows, or run self-hosted on a server or in the cloud and accessed with a web browser.asreview.nl · 28 Sept 2026
Integrations: The site describes compatibility with EndNote, PubMed, and other reference managers, and says RIS files can be imported and exported.asreview.nl · 28 Sept 2026
Formats: The institutional workflow page describes CSV, RIS, and XLSX import and export.asreview.nl · 28 Sept 2026
API: ASReview documentation includes a Python API, and the institutional page also mentions a REST API and CLI for automated workflows.asreview.nl · 28 Sept 2026
Privacy: The site says the default local setup keeps data on the user's computer; server deployments keep data within the user's environment and apply that organization's policies.asreview.nl · 28 Sept 2026
Security claims: The site describes ASReview as GDPR compliant, says it has no tracking cookies, and says it provides security updates.asreview.nl · 28 Sept 2026
Support: The site offers free online documentation, tutorials, videos, and community discussion support, and describes in-house workshops and custom consultancy for organizations.asreview.nl · 28 Sept 2026
Intended users: The site presents ASReview for screeners, information specialists, data scientists, developers, institutions, and students.asreview.nl · 28 Sept 2026