NASA Astrophysics Data System (ADS) compared with Google Scholar, Scopus and INSPIRE HEP| NASA Astrophysics Data System (ADS) | Google Scholar | Scopus | INSPIRE HEP |
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| Field coverage: ADS is specialised in astronomy, planetary science and physics, and it also indexes arXiv e-prints. It is the reference index for space science rather than a general database. | Field coverage: Google Scholar aims to cover all fields of research, all languages and all countries. Breadth is the goal, so it has no particular depth in astrophysics. | Field coverage: Scopus is a source-neutral database divided into 27 major subject areas and more than 300 minor ones. Physical sciences are one of four title clusters, next to social, health and life sciences. | Field coverage: INSPIRE covers high energy physics only. It is the focused counterpart for particle physics, as ADS is for astronomy. |
| Indexed content: ADS lists journals, conference proceedings and some NASA reports, plus observing proposals from Chandra, HST and IUE. Abstracts for the period from about 1975 to mid-1995 came from the NASA STI group, and Crossref metadata has been used since 2007. | Indexed content: Google Scholar indexes articles, theses, books, abstracts and court opinions. A page is included only if the full text or the full author abstract is freely visible, so paywalled pages may be represented only by metadata. | Indexed content: Scopus holds about 26,600 active peer-reviewed journals, over 11.7 million conference papers, over 292,000 books and over 49.2 million patent records from five patent offices. Book reviews and conference meeting abstracts are excluded. | Indexed content: INSPIRE holds over 1.7 million literature records (March 2025). It also maintains directories of people (HEPNames), institutions, conferences, jobs and experiments, and it extracts plots from papers. |
| Citations and profiles: ADS citation and reference lists cover a defined subset of records and time spans, so counts are not complete. Users can save record lists in private libraries. | Citations and profiles: Google Scholar lets you explore citations and related works and check who cites your own publications. Updates to existing papers can take 6 to 9 months to appear. | Citations and profiles: Scopus offers citation count, Field-Weighted Citation Impact and citation benchmarking, with references going back to 1970 for most content. It has about 17.6 million author profiles with author identifiers that can link to ORCID. | Citations and profiles: INSPIRE provides citation metrics and crowdsourced author disambiguation. Its author directory is a separate, curated service for the HEP community. |
| Programmatic access: ADS can be queried through an API with a personal token generated in the account settings, and requests count against a daily rate limit. Python clients exist for it. | | | Programmatic access: INSPIRE has a read-only REST API that returns JSON by default and can return BibTeX and LaTeX citation formats for literature records. Each IP address is limited to 15 requests in a 5-second window. |
| Access model: ADS links to the full text where it is available online, but access is often restricted by the publishers. Abstracts and articles remain under publisher copyright. | Access model: Google Scholar helps you locate the complete document through your library or on the web. Whether you can read it depends on the publisher. | Access model: Scopus is available for organization subscription access only. A free Scopus Preview shows which titles are indexed and some metrics. | Access model: INSPIRE gives free public access and is built on Invenio, an open source digital library platform. It is run by a collaboration of CERN, DESY, IN2P3, IHEP, SLAC, Fermilab and TIB, and replaced SPIRES in 2012. |