Yale SCEA vs. Columbia ED??

Hello everyone!
I am a rising senior, and I am having trouble deciding between my two top choice schools, Columbia and Yale. I love both of the schools equally, and I want to utilize the slight boost that applying early gives to applicants.
Here are my stats for reference:
ACT: 36 (all subscores)
GPA: 4.0 UW (not sure about weighted- my school’s system is very strange)
National AP Scholar

NACLO Semifinalist
Governor’s School
Linguistics research at Ivy League University + glowing rec from research mentor
Research at Ivy League University last summer (physics research)
Science Olympiad (9th-current)- state awards, invitationals, etc. (golds, silvers, bronzes)- President
Quiz Bowl (9th-current)- captain
Bunch of science clubs and leadership positions
State Research/STEM awareness Program (~10% acceptance rate)
Columbia University Science Honors Program
School’s Red Cross Society- Vice President

Any help would be appreciated!!

Personal info: Income level, hooks?

You always get a better boost from ED then from EA, if fact SCEA to Yale will be no boost, and they flat out state that.