AMD's $4K Ryzen AI Halo is a mini PC with 128 GB unified memory for local AI dev

AMD Ryzen AI Halo – $4k AI Dev Kit

LTT Labs reviewed AMD's Ryzen AI Halo, a $3,999 mini PC for AI devs. It packs a Ryzen AI Max+ 395 with Radeon 8060S graphics, 128 GB unified memory at 256 GB/s, and a custom Debian or Windows 11 install. The review covers a teardown, llama-bench numbers, and power draw. The real story is AMD shipping ROCm with 'best known configurations' preloaded, so LM Studio and fine-tuning work out of the box. The NPU is finally usable, but the post doesn't include direct performance comparisons against DGX Spark or Mac Studio.

Why it matters: LTT Labs tore down and benchmarked AMD's $3,999 AI dev kit — 128GB unified memory for local LLMs is the headline, and the llama-bench numbers plus software stack assessment are useful. Not scoring higher because this is a single-hardware review, not an industry event, and AMD'...