Question Which GPU should I buy for gaming + ML work ?

May 14, 2025
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I’m planning to buy a new graphics card mainly for playing the latest games at 1080p, and also for AI/ML workloads. I’ve built a budget-friendly system and I’m currently torn between these two:

  • Intel Arc B580
  • Intel Arc A770 (16GB)

My current specs:​

  • CPU: Intel Core i5-12400F
  • Motherboard: MSI H610M-E DDR4
  • RAM: 32 GB DDR4 (16×2) @ 3200 MHz
  • Storage: 2 TB WD Blue SN510 NVMe SSD
  • PSU: Corsair HXi 750W Platinum
Initially, I was planning to get the A770, especially the Intel Limited Edition version, partly because of its performance and also because it feels like a piece of Intel GPU history. However, the B580 just became available in my area, and I’ve noticed that it benchmarks about 10–15% faster than the A770 in some gaming scenarios. Plus, it's more power efficient, being a newer card.

Here’s where I’m conflicted: In AI and ML tasks, the B580 reportedly performs significantly better (up to 100% faster in some tests). That’s making me reconsider the A770, even though I really wanted to own that card.

Another consideration is VRAM. Is 12 GB on the B580 going to be enough for future-proofing, or is the 16 GB on the A770 better for future-proofing?
Price-wise, the B580 costs $390 in my region, while the A770 is available for $350.

So, my questions are as follows:
  1. Is the B580’s gaming and ML performance worth the extra $40?
  2. Will 12 GB VRAM hold up well for future titles and workloads, or should I go for 16 GB?
  3. Given all the above, which card would you personally choose?
Thanks a lot in advance for your insights!
 
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