I would also suggest getting a couple C-clamps and clamping the base to the workbench so that it doesn't move around.

I don't have a permanent reloading stations, but did some thing similar to what you have, but not as tall. I have my press bolted to a wood platform, which I C-clamp to my counter top when I reload. When I'm done I then put it away.

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