LEDs lifespan is related to the heat they are operated at. Less heat, longer lifespan.
Running at lower power gives the diode and heat sink time to catch up and remove built up heat (longer life). Running full power can shorten the overall diode life, significantly if the thermal design is marginal to begin with.
Basically it’s a tradeoff between your time and the diodes time.