Generally speaking yes (a little), but as always it depends, should be lower for low/medium income but higher for higher incomes.

Canary Islands (though part of Spain) are a "special territory", and have some different tax rules from Spain:

https://en.wikipedia.org/wiki/Special_member_state_territori...

VAT is different and there are some subsidies for (say) establishing a company there if you employ locals.