Apple Arcade games have neither ads nor in-app purchases, it's the whole point of the service.

There are various games that have an apple arcade version as well as an ad supported or separate paid app. It's stupidly confusing.

They definitely do not have ads (or in app purchases). Maybe you downloaded a non arcade game by mistake?