I'm seeing the same thing. I took video of my RR3 bootup as well, but even more telling I think is that I installed vanilla Minecraft, straight from minecraft.net, and then installed Forge manually, and while it boots up a lot faster than RR3, you can definitely see that it takes longer than it should for no mods.
Specs:
Intel i7-3770K
NVIDIA GeForce GTX 690
Windows 8.1
Java 1.7.0_79
Forge 10.13.3.1403