Not so much the brands, but the types, yes. Monocrystalline and polycrystalline panels are more efficient than thin-film, flexible, or amorphous panels. Monos and polys cost a bit more, but will also have a much longer service life. I've heard (but since I never had any, I can't confirm) that thin-film panels loose a lot of their output pretty early on, then settle down to operate at a lower value for the rest of their lives.
What you really want to look for is the comparison between the rated power and the minimum (guaranteed) power. Some have a difference as low as 5%, others (like the ones I have) are 10%, sometimes higher. (I got mine because the price was too good to pass on)
What really makes solar panels worth their grit, is the charge controller. An MPPT (maximum power point tracking) controller will squeeze every bit of available energy from the panels under all conditions. A solar tracker can also capture a lot of additional watts every day that would have been lost to fixed panels. I guess what I'm getting at is, it's not only the panels that makes the system efficient.