Hi Saki, I'm not sure this will help but I'll go ahead and share.
I've been in this hobby for decades and owned many different amps, both tube and SS. My first stereo was a Dynakit ST-70 with EL-34s and later I had a Marantz 8B, followed by a MR RM-9. So I had many hours enjoying the midrange of EL-34s.
About six months ago I decided to try tubes again with some new (Janszen) speakers and found a clean pair of Manley Snapper amps. The chassis for these identifies EL-34 output tubes but my pair came with EH 6CA7s. When I contacted Manley about the tubes I was told the Snappers were introduced with EL-34s but then reliability issues popped up. So they switched production to the EH 6CA7s. Currently they found the EH EL34 reliability to be good so are again using them for production.
My EH 6CA7s test strong so I decided to continue with them and only roll in other types when it comes time for replacement. But I will say I delighted with the Manleys/6CA7. They provide everything I remember from the midrange magic with EL-34s. But they add low end extension and control, along with great detail and clarity (accurate instrumental tonalities) and surprising attack and dynamics.
But my point is from my own considerations and reading all the replies here I think we cannot simply judge a given tube in isolation. It must be considered in the context of the amp it drives (as others suggested here), the complementary tubes in that given amp, the characteristics of the speakers being driven, and of course personal taste. So with that hopefully the comments here can help to provide guidelines. But like every component in our respective systems, ultimately we must find out for ourselves.
PS - I also read warnings about reliability with JJ EL-34s so I hope latest production corrects that.