It wouldn't be very flattering, Andrei. It's a rather negative word: 'lacking noteworthy characteristics'. More or less 'dull'.
'Ordinary' is also slightly negative.
What you say about Peter behind his back:
'Oh yes, Peter...Rather nondescript, isn't he?'
'Peter? A very ordinary little man.'
What you say to Peter's face:
'That's what I like