AMD details latest local AI capabilities in Ryzen AI Max PCs
Mon, 5th Oct 2026 (Today)
AMD has detailed the latest local AI capabilities of its Ryzen AI Max processor platform for Windows PCs, as part of its push into what it calls Agentic PCs.
The platform is designed to run larger AI models on-device while allowing users to keep using native Windows applications and professional software. AMD says more than 500,000 Agentic PCs using its processors have shipped across more than 50 designs.
AMD defines an Agentic PC as a system that combines a GPU, CPU and NPU so users can run AI agents locally. The latest Ryzen AI Max platform includes up to 16 Zen 5 CPU cores, 32 threads, up to 192GB of LPDDR5x unified memory, RDNA 3.5 graphics and XDNA 2 architecture.
The processor also supports native x86 operation on Windows and Linux without an emulation layer. AMD presents that as part of its case for running local AI workloads alongside conventional PC tasks, rather than moving fully to cloud-based services.
Model sizes
A central part of the update is support for larger language models on local hardware. AMD says a system using Ryzen AI Max+ PRO 495 can run GLM 5.3 Flash with 320 billion parameters locally, while several Qwen 3.8 Flash Next models with 125 billion and 51 billion parameters can run at the same time using a discrete KV cache.
In company testing carried out in September 2026, GLM 5.3 Flash 320B ran at up to 20 tokens per second using IQ4 XS quantisation on an AMD Ryzen AI Halo developer platform with 192GB of memory. Under the same testing framework, Qwen 3.8 Flash Next reached up to 42 tokens per second. AMD notes that performance can vary depending on the system and workload.
AMD also says a 128GB configuration can run models of up to 200 billion parameters locally on a thin-and-light Windows system. That places the Ryzen AI Max line in a segment typically associated with larger workstations or server-based AI infrastructure.
Professional use
AMD is also targeting professional software users whose workloads extend beyond consumer AI tools. It says the platform supports use cases including computational fluid dynamics, structural engineering, 3D modelling and animation, electrical system design, injection moulding analysis, PCB design, industrial design, CNC machining and construction workflows.
The company's pitch is that users can run local language models and AI-driven workflows while continuing to use Windows-based engineering and design applications on the same machine. That reflects a wider effort across the PC industry to position on-device AI as a complement to cloud computing rather than a replacement.
Software ties
Alongside the hardware update, AMD outlined several software and ecosystem partnerships around its Agentic PC strategy. Perplexity's Portable Computer is being introduced on Ryzen AI Max-based systems, which AMD says will let users run local AI tasks and recurring workflows without using cloud credits.
According to AMD, Microsoft has selected Ryzen AI Halo as the first platform for its ready-to-code developer experience. AMD also says it is working with Cisco to help companies move local AI from development and testing into secure, supported and manageable deployment.
Those partnerships suggest AMD is trying to build a broader commercial case for local AI beyond raw model size and benchmark figures. Enterprise adoption will depend not only on processor performance, but also on software tools, deployment controls and compatibility with existing desktop environments.
Wider portfolio
The Ryzen AI Max announcement sits within a broader product range spanning consumer and commercial Ryzen AI processors, Ryzen AI PRO chips, the Ryzen AI Max family and the Ryzen AI Halo developer platform. AMD also pointed to Radeon AI PRO graphics and Threadripper Halo workstations for users handling larger models and heavier workloads.
AMD links the latest update to several generations of AI-enabled processor development. It identifies the Ryzen 7000 Series as its first generation with a dedicated NPU, followed by the Ryzen AI 300 Series for AI PCs, Ryzen AI Max for Agentic PCs and the Ryzen AI Max 400 Series as its next-generation Agentic PC platform.
AMD says more than 500,000 Agentic PCs powered by its processors have shipped across more than 50 designs.