The climbs: there is no easing into this
From the gun you are gaining elevation, and you do not really stop. The big routes go over 13,000 feet multiple times and spend long stretches above 12,000, linking passes like Black Bear, Brooklyn, Ophir, and Oscar’s with steep mining-road switchbacks and loose alpine pitches. Most of the steep stuff is a power hike, not a run, and that is true even for the front of the field. The smart move is to settle into a sustainable hiking effort early and protect your legs and your lungs for the second half.
At this altitude the climbs feel harder than the grade alone suggests, because there is simply less oxygen up there. Keep your effort easy and your breathing under control on the lower climbs. If you are gasping at mile 8, you are writing a check the thin air will cash later.