No, if Super Saiyan 2 was required to defeat Dabura, then Goku and Vegeta wouldn't be surprised the other had Super Saiyan 2. Which clarifies that they were speaking about Super Saiyan being enough to clown Dabura.
It's a clear power-up. They already witnessed him being overtaken, his sudden...