Cool roof coating vs. reflective shingle: which one cuts surface temperature more?

A planner asked us this exact question last month, mid-way through scoping a residential retrofit incentive: if the city subsidizes one or the other, which one brings surface temperature down more? Each product serves a different roof type, and the comparison only makes sense once you know which one the city is funding.
Cool roof coating: what changes on the roof
Cool roof coating is an elastomeric or acrylic layer, usually white or light gray, applied over an existing low-slope roof membrane. It shows up almost exclusively on flat and low-slope commercial, institutional, and multifamily buildings. The coating raises solar reflectance directly: more incoming sunlight bounces off instead of converting to heat at the surface, and the membrane underneath runs cooler through the afternoon.
The part that matters for a retrofit program is durability. Coatings chalk, pick up dirt, and lose reflectance over a handful of years depending on dust load, tree cover, and whether anyone's reapplying it on schedule. A coating sprayed in year one and never maintained is a different roof by year five. If your program hands out rebates for coatings, the surface temperature benefit you're banking on assumes someone recoats.
Reflective shingle: same goal, different constraints
Reflective, or "cool," asphalt shingles work differently. Instead of a continuous reflective film, the shingle uses granules engineered to reflect more solar energy while keeping the look of a standard asphalt shingle, because almost nobody wants a white roof on a pitched single-family house. These show up on sloped residential and some light-commercial roofs where a flat coating simply isn't the product category.
The granule approach reflects less sunlight than a bright white coating does, roof for roof. Shingle color options are also constrained: a dark reflective shingle reflects noticeably less than a white coated membrane, even with the cool-roof granules. Pitch adds another variable. A steep roof facing away from peak sun angle runs cooler than physics-alone comparisons would suggest, and that's before granule aging and streaking from runoff start shaving off reflectance year over year.
Why the roof type decides the answer
Which lowers surface temperature more, then? On a flat commercial building, a fresh white coating will outperform almost anything you could put on a sloped residential shingle, because it starts out more reflective and the geometry doesn't work against it. That's not a fair matchup, though. The real comparison a program needs is a coating versus standard dark asphalt on the properties that are candidates for a reshingle, and a coating versus standard built-up membrane on the flat stock eligible for a coating rebate. Measured against what each building would otherwise have, both interventions cut surface temperature meaningfully. Measured against each other, the coating wins on raw reflectance, and the shingle wins by being the only retrofit option a sloped residential roof has.
This is also where "cool roof" as a single incentive category starts to fall apart for budgeting purposes. A rebate program built around one flat number for "cool roof adoption" treats a recoated office building and a reshingled bungalow as equivalent cooling wins, when the surface temperature drop and the decay curve on that drop are nothing alike.
What this means for targeting cooling dollars
None of this is visible from a citywide heat map. A planner needs to know which specific blocks carry aging, unmaintained coatings that have already lost most of their reflectance, which blocks are still on original dark asphalt and genuinely due for a reflective reshingle, and which commercial roofs would see the biggest surface temperature swing from a coating subsidy this cycle rather than next.
That's the gap we built Urban Heat Island to close: a block-level read that ties surface temperature back to the roof material underneath it, season over season, so a rebate goes to the roof where coating or reshingling moves the needle, not to whichever building applied first. If you're sizing a roofing retrofit program and need to know where the heat is coming from before you write the check, it's worth a look.