Ours didn't break the bank - old Dell server for £75 and over time spent around £100 adding RAM upto its max of 96GB - we didn't need to add that much, but patiently got it from Ebay when we could find sticks at the right price.
Old but perfectly capable graphics cards can be had used for relatively small amounts of money (£20-50)