Buy Local AI Hardware at the Right Price.
We track street prices for the GPUs, workstations, and high-VRAM memory developers need to escape rising cloud API costs — ranked by verdict, not vibes.
Stop renting your compute. Calculate your local ROI.
Plug in your monthly cloud API spend and we'll estimate the hardware to buy and the month you break even.
The GPU & Silicon Matrix
Every entry is ranked with a clear verdict so you know whether to buy now, wait for a drop, or stay away entirely. Curious what actually drives these swings? Read what happens to GPU prices when the AI bubble pops.
Alert: AI hardware supply chains remain constrained due to hyperscaler CAPEX. Consumer GPU allocations are down 14% this quarter.
| Component | Use Case | Price | Trend | Verdict | Action |
|---|---|---|---|---|---|
NVIDIA RTX 4090 24GB | Heavy LLM Training | $1,599 | WAIT FOR DROP | ||
NVIDIA RTX 5090 32GB | Frontier-Scale Local Inference | $2,899 | OVERPRICED | ||
NVIDIA RTX 4070 Super 12GB | Budget LLM Inference (8B params) | $599 | BUY NOW | ||
Apple Mac Studio M3 Ultra 96GB | Large Local Model Workstation | $3,999 | WAIT FOR DROP | ||
Apple Mac mini M4 Pro 24GB | Quiet Small-Model Desktop | $1,399 | BUY NOW | ||
NVIDIA DGX Spark 128GB | Desktop AI Supercomputer | $4,699 | OVERPRICED | ||
Used RTX 3090 24GB | Budget CUDA Inference | $750 | BUY NOW | ||
AMD Ryzen AI Halo Dev Kit 128GB | Windows/Linux AI Desktop | $3,999 | WAIT FOR DROP | ||
64GB DDR5-6000 RAM Kit | CPU Inference / Server Builds | $185 | BUY NOW |
Prices are tracked daily across major retailers. Affiliate links route through aibubblefaq.com/go/ — we may earn a commission at no extra cost to you.
Shucking & Storage Deals
For the data-hoarder crowd: cheap external drives worth shucking for server use, plus the Gen5 NVMe gear riding the RAMpocalypse wave.
WD Elements 14TB (Shuckable)
NAS / Dataset Cold Storage
Seagate Expansion 18TB (Shuckable)
NAS / Dataset Cold Storage
Crucial T705 2TB Gen5 NVMe
Dataset Staging / Hot Cache
Samsung 990 Pro 4TB Gen4 NVMe
Large Dataset Local Storage