Early Decision or Regular Decision for B student with good SAT and ACT scores?

Sorry, I meant to post his classes for this year:

AP Calc AB
AP Gov
AP Psyc
AP Comp Science
Geospatial analysis
Honors English
Philosophy

He’s taken honors courses since he was a freshman.