Do all of the gauges read wrong? Or is it just the RPMs?

Start with cheap fixes first, really the fuel filter is something you should chance once every year or two, so start there. Could be other problems too, bad CPS, I think an O2 sensor could make that happen, etc. Try the cheap fix first