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The Saha Institute of Nuclear Physics (SINP) is one of the prestigious autonomous research institutes under the Department of Atomic Energy, Govt. of India. The present study is carried out to identify the research performance of the scientists of SINP during 2005-2016. For this purpose, a total number of 3694 articles as reflected in Web of Science (WoS) database have been retrieved and evaluated on the basis of year, authorship, publication pattern, source journal, impact factor, collaborating institution, country, research area and citation. Out of total publications, the international collaborative research output constitute 41.20% share and western developed nations i.e. USA, Germany, Italy have been found as the most favoured countries for collaborations. The institute has produced significant number of research articles participating with international collaboration experimental groups or consortia like ALISC, CMS, MAGIC and PICASSO. The scientists of SINP also select some foreign reputed journals to publish their maximum research findings and of these, Physics Letters B journal has been found as the most preferred source journal.