The only cheap one I ever saw was from Mindsets north east of London UK, but I can't find it on their site. I have a feeling it got discontinued. It was about 10GBP (~15USD) if I recall.
But it was a threaded rod on a motor, so it's unlikely to have been fast.
Cheap hobby style linear actuators do not seem to exist.