nope, answer is always a rebreather.
Snorkel doesn't get you long, but is obviously the smallest
Open Circuit is cheapest/simplest/most idiot proof, but the answer to the smallest size for the longest bottom time is and always will be a proper CCR.
Dive Rite O2ptima for easy reference because they actually list weights.
Pre-dive weight, 51lbs/23kg
AL80 rig avg weight, 42lbs/19kg.
Size wise it is a bit wider, but no thicker, and realistically it's still about the same width as the backplate, so you aren't taking up any more room on the boat. It's good for 4-5 hours, regardless of depth, so at 100ft dives, you are taking up much less room on the boat due to only have the unit and potentially an AL30/40 for offboard bailout vs multiple AL80's or even HP130's for the same bottom time. The number of tanks it saves you is directly proportional to the depth you are diving obviously, but it will always be the smallest rig for the longest duration.
Within open circuit, the answer is always steel tanks over aluminum, and BP/W's over stab jackets. Steel tanks are comparatively smaller and lighter for comparable volume than their aluminum equivalents, AL100's are 8"x26" and weigh 40lbs at 3300psi, but so is a PST E8-130, so you get 30% more gas for the exact same size and weight tank, but you also get to take an extra 4lbs of lead off of your belt.
BP/W gets you a size savings in bulk, and a lead savings due to lack of padding with kydex/aluminum, or a 6lb savings with SS.