A controlled blind test was executed by Hardware.info with everyday gamers playing on unlabelled 60 Hz monitors versus 120 Hz monitors.
The test found that a remarkable 86% of gamers preferred 120 Hz. Even more tellingly, 88% of gamers were able to identify which screens were 120Hz.
Also see: 60Hz vs 120Hz vs LightBoost