Halogen = good, traditional white light; needs some speed to get up to full brightness.
LED = brighter at lower speeds, very long lifespan.
Beam patterns of both are comparable these days, especially among the better-engineered lights like the Lumotec IQ Fly, whose LED actually faces backwards against its reflector.