There are different type power controls on leds. A buck/boost regulator used with batteries will be a smooth pure light. The PWM is the cheapest and most common regulator. Even battery powered leds probably use PWM unless they are a higher end product. The ones that run from a constant power supply will have a P.W.M. controller . The PWM actually measures the pulse width to control output.
This will totally mess with the chrony.
Have you even been behind a car and cut your eyes one way and saw multiple tail lights for a second like the old party strobe. That is what most leds are doing.