…Despite having fewer cores, my GPU usage improved significantly, and performance finally matched what I saw in early benchmarks. You can't ignore your CPU when upgrading to a flagship GPU If…
…Rather than moving entire layers off the GPU, Qwen3.6 and GPT-OSS can offload the lesser-used experts onto the system RAM, while leaving the attention layers on the graphics card…
…Remember Docker's evaluation of Llama 3.2 3B scoring a rather impressive 0.727 on a shopping cart agent? Well, another independent benchmark of the same model got entirely different results…
…In some cases, ReBAR can increase average framerates, and that's what the benchmarks laud, but it could, at the same time, introduce frametime instability, which would then result in a worse…
…are the CPU and GPU. After all, they're responsible for the biggest performance gains, so they're easy to justify when you're looking at benchmarks. I had this mindset in…
…For many years, I used to be too quick to upgrade my GPU whenever Nvidia launched a new generation. After watching benchmarks, it was hard not to want the latest hardware. But…
…It's intuitive, it's easy to benchmark, and it's the figure that shows up first in every GPU review. However, it's important to understand that average FPS is a…
…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…
…to the 70% FPS uplift that benchmarks suggested at 4K. In reality, it was around 40-50%. This was mainly a result of my GPU being underutilized, which is exactly what happens…
…Related Qwen3.5-9B tops every AI benchmark right now, but that's not how you should pick a model There's a lot more to a model than just benchmarks. Qwen…
