I use a Thermarest NeoAir Xtherm size large - packs down to about the size of a pump bottle. Pricey here in NZ, but slightly less so when purchased overseas. SUPER warm and plush. I'm generally a side-sleeper, and thinner mats (plain foam ones, old-school thermarests) leave me sore in the morning.
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