Correct it's massively energy intensive to filter the salt out the newest best ideas still use ~2 KWh/m3 of water and that's a lab system in perdue that batches the process instead of having it run continuously which is why current RO desalination systems require so much energy.
A scaled down perspective is….
The most efficient commercial desalinator for boats is 32 Watts a gallon.
California pays other states to take its excess solar energy. Power for a project like this isn't the issue, actually building the system is the issue.
For a real world comparison, the Perth desalination plant claims ~4kWh/m3.