However, having a simulated Arduino with a debugger could come in handy even if you don’t care about the circuit simulations. If you really want to do circuit simulation, it is hard to go wrong ...

There’s a simulation of a Galton board, which demonstrates the central limit theorem nicely. Don’t forget that Tinkercad can do other tricks, too, like circuits, Arduino code, and Lego.