Find hardware that fits
Pick a model, quantization, and context. See GPUs that hold it entirely in VRAM.
Find a GPUThen build a PC · workstations · multi-GPU
Match a model to GPU VRAM, then buy, build, or rent. Calculated memory fit — not a speed ranking.
Pick a model, quantization, and context. See GPUs that hold it entirely in VRAM.
Find a GPUThen build a PC · workstations · multi-GPU
Pick a chip. See which catalog models fit at a chosen quantization and context.
What can I runSame workload. Four ways to acquire it. Prices are current offers, not rankings.
96 models with calculation support. Compare GPUs · GPU value · llama.cpp performance
SKU identity from Icecat. Secondary to the tools above.
Graphics Cards 1966Motherboards 800Memory 783Internal SSDs 672Power Supplies 411Processors 231Computer Cases 76CPU Coolers 88Graphics card SKUs




Compatibility is a calculated VRAM estimate from official model configs. Amazon matches are separate from manufacturer specs. llama.cpp performance, multi-GPU capacity, builds, workstations, and rentals are separate tools — not one ranking.