Compare Missouri Propane Prices. The following Missouri propane prices (source: EIA data) are published between the beginning of October and the end of March only. The most recent/current year appears immediately below, while historical Missouri propane prices appear further down the page under headings showing earlier years. Mar 28, 2016 $1.358.