Editorial index

Three ways into 107 guides on AI hardware.

Most readers land here looking for one of three things: a buying decision, a head-to-head verdict, or a how-to. We organize the archive the same way — pick the lane you're actually in, and the answer is usually two clicks away.

107guides
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01 Pick the GPU that fits your AI workload.

Buyer's Guides

Practical buying decisions for AI hardware — Stable Diffusion, Flux, AI video, ComfyUI, fine-tuning, and general AI workstations — with ranked picks per scenario and a clear primary recommendation in every guide.

Browse all 54 buyer's guides
02 Head-to-head, with the AI-workload verdict.

GPU Comparisons

Side-by-side GPU matchups framed for actual AI work — generation speed, VRAM headroom for the largest checkpoints, and training-throughput per dollar — not gaming benchmarks. Every comparison ends with a clear recommendation by use case.

Browse all 28 gpu comparisons
03 Install it, size it, ship it.

How-to Guides

Implementation knowledge for running image, video, and general-AI workloads at home: VRAM math for SDXL and Flux, ComfyUI vs A1111 vs Forge, video model memory profiles, training and LoRA recipes, multi-GPU rigs, and what each runtime gives back.

Browse all 25 how-to guides

Or skip the reading

Use the calculators

If you already know your workload, the tools give you a numeric answer faster than any article will.

VRAM calculator Tokens/sec predictor Cloud vs local Compare GPUs How we evaluate