Not yet, only just gone in... But it won't tip because it's anchored with weights that pull it down into the water so takes a bit of effort to get it to tip in any direction. Should easily take the weight of the ducks.
I've used polystyrene with plastic 5litre containers trapped in between. Does take a bit of trial and error with how heavy the construction is. Will be anchored with bricks and jobs a gooden!