NVMe is faster on paper, but your actual workload probably doesn't care
…not always as dramatic as the benchmark charts make it seem. That’s probably why so many people buy an NVMe drive expecting a huge difference, only to realize their PC feels…
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After a year of self-hosting LLMs, I realized the real bottleneck isn’t the GPU
…You start comparing specs, testing quantization, watching tokens-per-second like it’s a benchmark game. I did the same. Upgraded hardware, tweaked configs, chased that “perfect setup.” And yes, GPUs matter…
CPU bottlenecks are holding back modern GPUs more than you think
…That's why CPUs need to catch up, not just in raw performance, but in how well they can keep flagship GPUs fully utilized across different gaming scenarios. Until that happens, I…
I upgraded to DDR5, but my gaming experience barely changed
…In games like Counter-Strike 2 and Valorant , I finally saw the GPU usage climb above 80% more consistently instead of hovering around 70% like before. That alone made a noticeable difference…
No, Resizable BAR isn’t the universal performance booster you think it is
…CPU access your GPU's full memory buffer, is ready to go. Except sometimes, it just isn't really enabled. Resizable BAR often shows up in BIOS menus, benchmark videos, and optimization…
Linux is the only OS that respects your aging gaming hardware
…Related CachyOS beats Windows 11 in Cyberpunk 2077 and Space Marine 2 in a new gaming benchmark Windows is no longer the king of gaming. GPUs with 8GB of VRAM or less…
These 5 small tweaks made my self-hosted LLM setup way more productive
…Sign in to your XDA account Most discussions about self-hosted LLMs focus heavily on GPUs , benchmarks, quantization, and running bigger models locally. I used to think the same way. But after…
High-VRAM GPUs aren't the future of local AI — unified memory and Mixture of Experts models are
…more VRAM is better, and a discrete GPU stuffed with it is the dream. It's not bad advice, as any graphics card with fast memory will chew through any model small…
AMD's X3D CPUs aged so well that gamers won't upgrade, and that's a nightmare for AM5
…The reality is that many gamers are still using mid-range GPUs, where the difference between a 5800X3D and 9800X3D becomes much harder to notice. So, when AM4 already offers CPUs that…
I bought an RX 9070 XT instead of an RTX 5070 Ti, and I can't find a single reason to regret it
…Related I tested AMD's RX 9070 XT against the Nvidia RTX 5070, and it isn't pretty Two $600 GPUs. Two different performance classes. Drivers aren't enough to make me…