Bongi,
Yes, water works wonders. Dirt and moss get in the window channels and "glue" them in place, try spraying into the edges from the outside with a hose. Sometimes a hand on each side (in and out,) lift/wiggle etc, helps. Once they move, open them fully and scrub the channels clean with a...