Unique constraints are enforced though an index. So there are additional reads involved in the enforcement process. However, the performance impact of the constraint is minimal compared to the performance impact incurred by resolving duplicate keys in the database. Not to mention the business impact of such data corruption.
Besides, 50000 rows is a toy-sized table. Seriously, you won't be able to measure the difference of an insert with and without the constraints.