Sushi is all the rage, but you should try this. Grilled meat, fresh vegetables and hachipuri, bread stuffed with melted cheese - easily the most addictive substance in the former Soviet Union.
Genatsvali restaurant on Ostozhenka, 12/1 (nearest metro: Park Kultury) is not the cheapest, but perhaps the best.