Finra (Financial Industry Regulatory Authority) requires <50ms
MiFID II (EU centric) HFT requirement can be as low as 100 microseconds accuracy, or 0.1ms.
It varies by sport and how accurate you need your timers to be. NBA needs a timer within "seconds" -- Formula 1 and NASCAR need timers within milliseconds.