I thought so too initially, but after using Blind Search for two days to get an unbiased view, I still think Google is the best, Bing is about on par with Yahoo, and Yahoo is better than I thought.

Bing and Yahoo fail badly on longer searches (i.e. several keywords rather than one) and (Bing especially) on ambiguous words.