Cyclists typically have enough energy stored up to ride for about 90 minutes without needing to refuel. For me it's 90 minutes on the button, and it doesn't seem to matter what I've eaten beforehand or how hard I push myself.
Its recovery keeping up with expenditure. -1000 cal deficits limit recovering from muscle/ligaments soreness leading to build up of stress that is more damaging than simply not eating