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Black Friday · Nov 27 · Cyber Monday · Nov 30
Holiday sales are a good time to buy the big pieces of a local-AI or homelab setup, if you know what to check. This guide sorts hardware into what is worth waiting for and what you should simply buy when you need it. We don't list prices or discounts: they change hour to hour, so verify the current price on the retailer's page.
Last updated . Not sure what fits? Try the run-locally calculator or our buying guides.
Bigger purchases where a sale can make a real difference, and where checking the exact spec matters most.
A common target for larger models at 4-bit.
Check before you buy: Card names are reused across memory sizes. Confirm the VRAM on the exact listing, and check your power supply's wattage and connector and your case clearance.
How to choose: Best GPU for local LLMs →See current listings on AmazonRoom for mid-size models at 4-bit.
Check before you buy: Compare the full model name and memory size across retailers; a sale on a lower-memory version of the same card is a different product.
How to choose: Best GPU for local LLMs →See current listings on AmazonA compact machine whose CPU and GPU share one large memory pool, an alternative to a desktop GPU for local models.
Check before you buy: Unified memory is soldered. Confirm the memory size on the listing, since the same model is sold in several configurations.
How to choose: Best mini PC for local AI →See current listings on AmazonCompare compact PCs for local development. Check memory capacity, operating-system support, and your model’s hardware requirements before choosing.
Check before you buy: Check the exact CPU, memory and storage in the listing title; holiday listings often bundle a smaller configuration under the same name.
How to choose: Best mini PC for local AI →See current listings on AmazonMore system memory for containers, VMs and CPU-side model loading.
Check before you buy: Match DDR4 or DDR5, desktop or laptop size, and your board's maximum capacity before adding to cart.
How to choose: RAM for local LLMs →See current listings on AmazonFast local storage matters when you keep embeddings, Docker volumes, media, and cloned repos on the same machine.
Check before you buy: Check the PCIe generation, the rated endurance (TBW) and the warranty; budget drives with the same capacity can differ on all three.
How to choose: Best SSD for AI models →See current listings on AmazonSharp text for code and docs, and single-cable laptop hookup on models with USB-C power delivery.
Check before you buy: Check USB-C power delivery wattage against your laptop and the panel's resolution; similar names can hide 1440p panels.
How to choose: Best monitor for coding →See current listings on AmazonA home for datasets, backups and media, with drives chosen separately.
Check before you buy: Drives are sold separately unless the listing says otherwise. Check the network ports and whether the CPU runs the apps you want.
How to choose: Best NAS for a homelab →See current listings on AmazonA good microphone helps for guide narration, Whisper pipelines, meetings, and any voice-first workflow.
Check before you buy: Check which version is listed and its connection (USB-C, micro-USB or XLR), and whether a stand or cable is included.
How to choose: Best mic for voice AI →See current listings on AmazonProtection for running hardware and small essentials. If your setup needs one now, don't hold out for a sale.
Compare UPS units for your mini server and network gear. Check the load rating, runtime, and supported shutdown features.
Check before you buy: If a server or NAS is running unprotected today, don't wait for a sale. Size the UPS by watts against your measured load.
How to choose: Best UPS for a homelab →See current listings on AmazonSpare cables with a stated data speed and power rating, so a dock, enclosure or laptop gets what it expects.
Check before you buy: Check the stated data speed and wattage match what your dock, enclosure or laptop needs.
See current listings on AmazonShort runs between a switch, router and mini PCs without loops of excess cable.
Check before you buy: Measure your runs first; use Cat6 or Cat6a if you plan to move to 10GbE.
See current listings on AmazonTurns a spare M.2 drive into fast portable storage for model files and backups.
Check before you buy: Match the drive's size (usually M.2 2280) and type (NVMe or SATA), and your USB port speed.
See current listings on AmazonA power supply with the native connector and headroom that many current high-end graphics cards call for.
Check before you buy: If your graphics card upgrade needs a new supply, buy it with the card. Match wattage and connector to the card maker's recommendation.
How to choose: Best GPU for local LLMs →See current listings on AmazonMore: all builder deals · buying guides · gift guides