It's hard to say much without schematics or part numbers.
Odd man out is a good clue though, assuming they're all the same part.
You may find this video helpful, just note that a power mosfet probably won't be turned on by a multimeter like the little one shown, big power parts usually have a higher threshold voltage than the meter will provide (usually 3V max). In circuit testing can also be problematic.