Simple google maps. From Rabaul to Luzon is roughly 4,100 kilometers.
Ulithi to Luzon is around 2,100 kilometers.
For other comparison, Pearl Harbor to Ulithi is around 3100 miles. Pearl Harbor to Rabaul is around 3800 miles. 700 miles may not seem like that much in and of itself, but when you're talking about moving hundreds if not thousands of ships, many hundreds of thousands of men, and tens of millions of tons of supplies and material, that 700 miles of difference can add up significantly. for a slow freighter or auxiliary warship that might be able to do 20 knots in good sea conditions if the crew violates a number of safety proceedures, that 700 miles difference could easily add 2 or 3 days travel time. That's 2 or 3 extra days a ship or convoy will need escorts that can't be used at the front lines, 2 or 3 days more of being at risk from submarine attack, 2 or 3 days more wear and tear on the ship before it needs to stop in a decent port or possibly go into drydock for upkeep and overhaul.
There's a very good reason that in late 1943 and after once the US was finally ready to go all out against Japan that they largely stayed on an axis of advance laid out pre war.
I was thinking Rabaul as a staging base to Ulithi (coming up from Australia) instead of moving through the Marshalls. Also, are you looking at the same map as me. Mine shows PH to Ulithi being 4200 miles vs. 3800 between PH and Rabaul.