Prime Wolverine is a master of several martial arts, has fought in every war since and including the American Civil War, is a highly trained spy/assassin and his Healing Factor makes him damn near unkillable. His strength, agility, reflexes and stamina are all Superhuman, he can track a person by their scent and because his bones are coated in Adamantium, being punched by Logan is like getting hit by a sledgehammer.
He walks through Pheonix's best shots and kills her in the third X Men film. Storm and Jean are glass cannons compared to the Old Canuckle Head. The ladies might land a few decent shots, but as soon as Wolverine gets within striking range, it's all over.
Rogue in the movies is vastly underpowered compared to her comic book counterpart. Comic Book Rogue permenantly stole Captain Marvel's powers, making her a true Heavyweight. She can fly, lift over 50 tons and possess high-level invulerability; small arms fire just bounces off her and she can trade punches with some of the most powerful Heroes and Villains. And that's without draining another Superhuman's powers.
Movie Rogue is limited to stealing other Mutant's powers for a limited amount of time, although she can knock out or even kill people with prolonged contact. She's not even a B-Lister in the films.
Cyclops, like Rogue is Nerfed in the movies. In the comics, when he takes over in the wake of Xavier's death, even fucking Magneto is impressed by just how ruthless and manipulative Scott is when it comes to protecting Mutantkind. He also destroyed a Sentinal with a single Optic Blast, which lead Wolverine himself to mutter,
"You know, Summers, just sometimes I remember why you're in charge around here..."