Kaj Svane Gnudtzmann (1 May 1880 in Copenhagen, Denmark – 22 September 1948 in Copenhagen, Denmark) was a Danish gymnast who competed in the 1906 Intercalated Games.

In 1906 he won the silver medal as member of the Danish gymnastics team in the team competition.

He was married to the sculptur Thyra Boldsen.

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