I have an RTX 2080ti.

I still play in 1080p 60Hz, and the 2080 is plenty. But I’m looking to train some ML models, and the 11GB VRAM is limiting for that.

Thus, I plan to buy a new one. Also I don’t want a ML only GPU since I don’t want to maintain two GPUs.

Since I’m upgrading, I need to think of future compatibility. At some point I will move to at least 2k, although still I’m not bought into 4k as any perceivable benefit.

Given all these, I wanted to check with folks who have either card, should I consider 4090?

  • Sincerely, why? I ran 1440 165hz with my 3070 with mediocre success and even with my 4090 and games like jedi fallen order and valhalla hitch and stutter occasionally. Paired with a 7900x I was expecting better and feel like a lot of people get hung up on the numbers.

    • I ran 1440 165hz … even with my 4090 and games like jedi fallen order and valhalla hitch and stutter occasionally

      could’ve been playing at 4K with those same stutters instead as those stutters were definitely not caused by lack of GPU rendering power