lol! It's not quite THAT bad, no worse than anywhere else, really.
That said, the highway or just about anywhere OUTSIDE the city is far more relaxing. I think the quote was something to the effect of "riding in the city means you have to anticipate everyone's mistake all at the same time". I'd say that's true for Edmonton, but also any city.