Semantic Scholar compared with Google Scholar, Scopus and Web of Science| Semantic Scholar | Google Scholar | Scopus | Web of Science |
|---|
| Type and operator: Semantic Scholar is a free, AI powered research tool for scientific literature, built by Ai2 (the Allen Institute for AI). | Type and operator: Google Scholar is a search service that indexes peer-reviewed papers, theses, preprints, abstracts and technical reports from publishers. | Type and operator: Scopus is an abstract and citation database from Elsevier. | Type and operator: Web of Science is a citation index from Clarivate, whose Core Collection has six component indexes including Science Citation Index Expanded and Emerging Sources. |
| Scale and coverage: The site searches about 239 million papers from all fields of science. | Scale and coverage: Coverage spans all research disciplines. Inclusion depends on publisher sites meeting technical guidelines, for example a searchable PDF of limited size and one file per article. | Scale and coverage: Provider figures list more than 21,000 peer reviewed journal titles from over 7,000 publishers, plus conference papers, book titles and preprints. The sources skew toward English language and STEM titles. | Scale and coverage: Provider figures list more than 22,000 journals in the Core Collection. Inclusion criteria are described as more selective, and the Science Citation Index dates from 1964. |
| Access and cost model: Searching is free and works without signing in. The API datasets are described as free and open resources. | Access and cost model: Google does not provide usage statistics to publishers, and web server logs are the source. | Access and cost model: An institutional subscription is required, and there is no free public search interface. | Access and cost model: Core Collection access requires an institutional subscription. A free Master Journal List shows whether a journal is currently indexed. |
| Programmatic access: A public API offers the Academic Graph (authors, papers, citations, venues, SPECTER2 embeddings), recommendations and downloadable datasets. Most endpoints work without a key, and the introductory limit for an API key is 1 request per second. | | | |
| Citation analysis and metrics: Author pages and citation lists trace how an idea spread between papers, and the Semantic Reader is an augmented reading interface in beta. | Citation analysis and metrics: Citation counts factor into ranking, and versions of a work are grouped so that their citations count toward one work. | Citation analysis and metrics: Scopus calculates CiteScore, with percentile and quartile rankings per subject category, for actively indexed sources. | Citation analysis and metrics: Journal Impact Factor is published annually in Journal Citation Reports, and only journals in SCIE or SSCI receive one. |