Well, my paintings are done with oil, so that makes the most sense, but I understand that not everyone loves oil or is comfortable with oil yet. So, although I highly recommend using oil, you could – in theory – replicate it with other mediums.
We do have a handful of acrylic and gouache painters that have joined these challenges with success! The only medium I don’t recommend is watercolor as it’s totally different from oils.