Just last week I went through this research as I had some electric heat installed in my basement. My research agrees with what has been said here. My electrician was telling me 220 would be far more efficient, but I overruled him on that
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The type of heater and the number of watts is what is typically the key. I went with three 1500 watt heaters. 2 are 120 V hard wired convection style and they heat their spaces up very quickly. The third is a 240 V hydronic baseboard electric heater also hard wired in. It definitely seems to heat up more slowly, but it produces nice even heat, and it is silent. It also seems to cycle less, presumably because the fluid in unit stays warm and radiates heat. All three units use nearly the same amount of energy to maintain a given temperature.
My understanding is that I would have had to step it up to the 240 volts if I had wanted anything more than 1500 watts, but for these spaces 1500 watts seems like it is going to work out well.