Well, after a while this will hit performance for sure, as logs are stored in database. To limit log lifetime you can adjust settings in Administration -> Server -> Cleanup.
If you need to store those log for some reason, from performance point of view it would be better to back them up and clean the table.
Hardware and performance
site logs
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