Zgornji Gasteraj is a settlement located in northeastern Slovenia. It falls within the Municipality of Sveti Jurij v Slovenskih Goricah and is situated in the traditional region of Styria.
The municipality containing Zgornji Gasteraj is currently included in the Drava Statistical Region.