The last time Elgin travelled down to Shielfield Park, the second division side emerged as 3-0 victors.
Full draw:
Stenhousemuir v Arbroath
Airdrie Utd v East Fife
Dumbarton v Ross County
Queen of South v Albion Rovers
Stranraer v Raith
Peterhead v East Stirling
Brechin City v Cowdenbeath
Stirling Albion v Queen's Park
Morton v Gretna
Falkirk v Montrose
Berwick v Elgin City
St Johnstone v Alloa
Hamilton v Ayr Utd
St Mirren v Forfar