On Java Edition, Piglin Brutes stop moving and stand completely still when you run. They stand still for a few seconds, then start chasing you again. They will also resume chasing you if you stop moving. But as long as you're walking or running in close proximity to the Brute, it will stop completely dead in its tracks for a few seconds.