We were in Portugal for 7 weeks during January and February this year. We had better weather about the last 10 days of the holiday but found it quite overcast at times, although we did get some nice sunshine but feeling quite cold due to the wind.
A few years ago we were there too and had quite nice weather.
All in all, when we looked at the snow and ice back home, it was much better to be in the Algarve for sure.......
It depends on what you are looking for. I think that there is more open in the Albufeira area although most places are relatvely quiet. We travelled to 4 different resorts when we were there and always found plenty of bars/restaurants etc to keep us happy.
Pat