Youtube GPU comparisons
There is truth to it. As youtube requires compression when uploading videos so your not seeing things as the actually uploader is probably recording it at. Take a 4k video for example on youtube only lets your do I think 60mbps for a 60fps video and I record at double that bitrate. So you will not actually see what the actually person records see's so you just take it with a grain of salt as it will look better in person.
Like @tomaatvk said things such as frame time variance and the lowest fps a gpu has during the game play is the biggest things besides its average fps because if a game can average a good 60 fps but has dips down to 20 fps at times then it can make the game unenjoyable. Along with the frametime variance as it takes longer to produce some frames unlike others. The idea is to have a nice even line in a perfect world but having big spikes here and there is things you would notice in games and cause your stutters.

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