I don't know if you can really find the metrics to definitively say "This Bourbon is the Best". Always an individual thing, though many people will agree on one or another.
My particular favorite is old Fitzgerald, but it's not widely distributed, so most won't be familiar with it. Not a particularly expensive brand.
I'll try Old Fitzgerald the next time I get to a liquor store that carries it.