Yes absolutely, cable quality and length matters at those speeds. Eye diagram will look bad, and you will get disconnections of dropped frames or other digital weirdness.
Linus tech tips had a HDMI cable tester not that long ago, and they tested a bunch of cables, check out their video about it. If you can find it since they are named clickbait recently.