Does VoIP quality compare to standard phone service?

VoIP is gaining in popularity, but I am not sure it is mature enough for me to make the switch. I do have some friends who use Vonage and love it. I am keeping my eye on it though because it has cool geek factor. DownloadSquad has a quick overview of recent test results by KeyNote Systems.