The contents of the house (furniture, counters, floors, walls, etc.) also act as thermal mass. I would guess many times the thermal mass of the air.
Thermal mass is the key and potted plants provide that with the large volume of soil combined with the ceramicpot that if placed into sunlight will absorb the energy and radiate it back out and keep the room warmer.