I don't have that particular toy, but it doesn't look like it would stay in well by itself, since it doesn't have a narrow neck at the bottom.
Maybe the Encore
would be a good choice for you. It's a plug made by the same company and it has the same width and a similar bulged texture. It's just a 1/2" longer. It would stay in place better thanks to the neck.