There have been at least two bands with this name:
1) Lost Gringos was a German New Wave (NDW) band that released several records between 1982-85. Members included Eberhardt Steinkrüger, Pete Jekyll.
2) Lost Gringos was a house music moniker used by Patrik Brickell & Thomas Wilke.
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