OpenReview

Open peer review platform hosting conference reviews and submissions

85.5
Score in best machine learning research resources

Ranked 6 of 10 in best machine learning research resources

Open peer review platform that hosts submissions and reviews for a long list of machine learning and AI venues, with 171 venues on its index. Its review record is primary for those venues, but coverage depends on which conferences use it.

Best for Reviews and submissions for ML conferences

About OpenReview

OpenReview runs peer review for academic venues and hosts submissions, reviews and discussions. The homepage describes it as open peer review and open source. Its venue index lists 171 venues and includes machine learning and AI conferences such as ICLR, AAAI and ACL, along with a 2026 launch of multi-factor authentication for all users.

Because review happens on the platform for each venue that uses it, the record is primary for those venues only. Venues outside the index are not covered. Researchers who need preprints before review may use arXiv, which is also in this ranking. The homepage includes a donate link and a news section about platform changes.

Key features

  • Venue index
  • Peer review workflow
  • Open source platform
  • Multi-factor authentication

Strengths

  • Hosts review for many AI and machine learning venues
  • Index of 171 venues on one site
  • Open source according to the homepage

Limits

  • Coverage depends on which venues use the platform

Where OpenReview ranks

How OpenReview compares

ProductScorePricePlatformsMain contentDeveloper APIPeer review
#4Epoch AI86.5FreeWebDatasets and reportsNot listedNot stated
#5Know Your ML*78.5Free plan, paid upgradesWebFeed, briefs and reportsNot listedReports not peer reviewed
#6OpenReview85.5FreeWebSubmissions and peer reviewsNot listedPeer review run on the platform
#7Arena AI84.5FreeWebModel leaderboardsNot listedVote-based rankings
#8Google Scholar83.5FreeWebIndex of articles, theses and booksNot listedMixed; check each source

The full comparison table for best machine learning research resources has all 10 products.

Questions about OpenReview

Is OpenReview free?
OpenReview can be used without paying: No charge shown on the homepage; the site has a donate link. Check the vendor’s pricing page for current limits.
Is OpenReview open source?
No. OpenReview is proprietary software; its source code is not public.
Which platforms does OpenReview support?
OpenReview is available on: Web.
What is OpenReview best for?
Reviews and submissions for ML conferences. In our ranking of machine learning research resources it is number 6 of 10 with a score of 85.5.
What are the best alternatives to OpenReview?
The highest-ranked alternatives on listme.name are arXiv, Hugging Face, Semantic Scholar, Epoch AI.

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Ranked #6 of 10 machine learning research resources on listme.name
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