Gu____Vlad :
Can I compare gpu's by simply looking at memory bandwidth?
Higher memory bandwidth much better GPU and more fps?
Or we should look at something else?
Definitely not. There are many, many other things at play other than memory bandwidth.
Simple way to rank a graphics card's performance at a glance (i.e. not having to having to look at a long chart) is its name.
With Nvidia, they currently have 'GTX' followed by three numbers. For example, a 'GTX 980'. The first number of the three is the generation, in this example '9'. The next two represent the power of the card within that generation, where '80' is usually the highest.
So a Nvidia GTX 980 is very powerful graphics card, with the 970 being just below it, and the 960 next after that. As a rules of thumb, a later generation card is usually as fast as the card that was above it last generation. So for example, a GTX 670 was roughly equal to a GTX 580 from the previous year.
Sometimes Nvidia ads 'TI' on the end of a cards number to denote that its faster, but not by a huge amount. For example, a 950ti is about mid way between a 950 and a 960.
Obviously this isn't a perfect way, but at a glance its roughly right.
As for AMD, they have a very similar system but its a little more complicated. For for example an 'R9 390' is better than an 'R9 380', with a 'R9 380x' being roughly half way between the two.
The hard bit is comparing between the two companies, as they overlap and don't match up at all, so you'll need a hierarchy chart for that.