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Deep dives into AI hardware — GPU comparisons, build cost breakdowns, step-by-step setup tutorials, and product analysis.
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Why Local-AI Mini PC Prices Doubled in 2026 — And Whether to Buy Now or Wait
The GMKtec EVO-X2 went from ~$1,999 to ~$3,399. NVIDIA repriced the DGX Spark from $3,999 to $4,699 on 2026-02-27, citing memory supply. Here's the SKU-by-SKU price damage, why DRAM did it, and why waiting is the wrong call — with TrendForce's own 2027 forecast as the evidence.
Beelink GTR9 Pro Review (2026): The 128GB Strix Halo Box With Dual 10GbE — Real Local-LLM Benchmarks & Who Should Buy
The Beelink GTR9 Pro is a ~$1,899–$1,999 128GB Ryzen AI Max+ 395 mini PC that runs GPT-OSS 120B at ~31 tok/s (~120W) but a dense 70B at only ~5 tok/s. Its real hook is dual 10GbE — plus a real caveat: reported 10GbE instability under heavy GPU load. Benchmarks, thermals, and how it stacks up against the EVO-X2, Framework Desktop, and DGX Spark.
How Much Does It Cost to Run a Local AI Mini PC 24/7? Idle Power, Electricity & True TCO in 2026
A local-AI box left on 24/7 costs roughly $15–$60 a year in electricity — and the spread is almost all idle power, because a personal LLM server sits idle 95%+ of the time. A Strix Halo box idles ~13W (~$20/yr); a DGX Spark idles ~37–40W (~$55/yr). For an always-on box, buy for idle watts, not peak specs.