AMD unveiled the Ryzen AI Halo, a box priced at $3,999 with June 2026 pre‑orders. Powered by a Ryzen AI Max+ 395 “Strix Halo” SoC, it packs 16 Zen 5 cores, an RDNA 3.5 iGPU and a 50 TOPS NPU. A 128 GB LPDDR5x memory pool and 2 TB NVMe storage let it run models up to 200 billion parameters, surpassing Mac Mini’s 64 GB limit, appealing to labs or edge teams.

Beyond hardware, AMD built a cross‑platform software suite. The Ryzen AI Development Center streamlines deployment on Windows and Linux, while AI Playbooks deliver pre‑installed scripts for image generation, LLM inference and workflow automation. New Playbooks arrive monthly, and the free AMD AI Developer Program offers cloud credits, a DeepLearning.AI Pro month and direct access to AMD engineers and community forums.

AMD claims the Halo beats Nvidia’s DGX Spark by up to 12% on large LLM benchmarks and delivers roughly four‑times the generative AI throughput of a maxed‑out Mac Mini. At $3,999, the device recoups typical cloud video‑generation costs incurred significantly for years in about 16 months, offering developers a permanent, on‑premise alternative to subscription services.