Saudi Arabia is scaling back its ambitions for a public offering for oil giant Aramco, moving ahead with a listing next year solely on the Saudi stock exchange while taking more time to decide if an international venue is worth it, government officials and others close to the process say.

The decision has come in part because of concerns about legal risks and also because the need for a bigger listing has been negated by rising oil prices.

Aramco’s...