AMD launches Ryzen AI Max 400 chips with 192GB memory and $3,999 AI workstation

Reviewed byNidhi Govil

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AMD announced its Ryzen AI Max 400 series processors featuring up to 192GB of unified memory and opened pre-orders for the Ryzen AI Halo workstation starting at $3,999. The compact AI workstation powered by Zen 5 and RDNA 3.5 architectures directly competes with Nvidia's DGX Spark while offering both Windows and Linux support for AI developers.

AMD Ryzen AI Max 400 Pushes Memory Boundaries

AMD unveiled its Ryzen AI Max 400 series processors, codenamed Gorgon Halo, marking a significant upgrade to the company's large SoC lineup. The flagship Ryzen AI Max+ Pro 495 features 16 cores, 32 threads, and can boost up to 5.2 GHz, representing a 100 MHz clock speed bump over its predecessor

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. The most notable advancement comes from support for up to 192GB of unified memory, a substantial increase from the 128GB limit of the previous Strix Halo generation

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. This expanded memory capacity allows up to 160GB to function as VRAM, with 32GB reserved for system operations, making these chips capable of running 300 billion parameter large language models locally

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Source: Tom's Hardware

Source: Tom's Hardware

The Ryzen AI Max 400 lineup combines Zen 5 CPU cores with RDNA 3.5 GPU cores and an XDNA 2 NPU rated at up to 55 TOPS

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. AMD positions these as the first x86 client processors able to run 300B+ parameter models, though this achievement exists in a category where Intel doesn't compete with large SoCs and Apple uses ARM architecture

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. The timing proves challenging as global DRAM shortages continue pushing prices upward across business categories, potentially affecting AMD's ability to ship configurations with 192GB consistently

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Ryzen AI Halo Workstation Takes on Nvidia DGX Spark

AMD opened pre-orders for its Ryzen AI Halo compact AI workstation in June, with a starting price of $3,999

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. The base configuration includes a Ryzen AI Max+ 395 processor with 128GB of unified memory and 2TB of storage, measuring just 5.9 x 5.9 x 1.7 inches

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. This positions the device as a direct competitor to Nvidia DGX Spark, which currently sells for $4,700 with similar memory and storage specifications

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Source: TweakTown

Source: TweakTown

The Ryzen AI Halo delivers competitive performance for AI developers working with local LLMs. AMD claims up to 14% higher tokens per second than the Nvidia DGX Spark with the GLM 4.7 Flash 30B model, and up to 4% higher tokens per second with Qwen 3.6 35B on Linux

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. A critical advantage over the DGX Spark comes from operating system flexibility—the Ryzen AI Halo supports both Windows and Linux, while Nvidia's offering remains limited to Linux

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. For AI developers building applications for Microsoft's NPU-accelerated AI PC ecosystem, this dual-OS capability provides clear benefits

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Cost Justification for AI Development Workflows

AMD frames the $3,999 price point as cost-effective compared to cloud APIs. The company argues that developers spending eight hours daily on AI coding could save $750 monthly, meaning the system could pay for itself within six months for those using 6 million daily AI tokens at $773 per month

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. This pitch targets AI developers and professionals who currently rely on expensive cloud computing resources for testing, fine-tuning, and development work

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Source: The Register

Source: The Register

The Ryzen AI Max+ 395 powering the initial Ryzen AI Halo configuration features 16 cores capable of boosting to 5.1 GHz, 80 MB of cache, AMD Radeon 8060S graphics with 40 compute units, and a 50 TOPS NPU

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. The integrated graphics deliver approximately 56 teraFLOPS at 16-bit precision, though this remains 55-88% slower than the DGX Spark's advertised performance

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. However, for large language models, effective memory bandwidth matters more than raw floating point performance, which explains why the Ryzen AI Halo can match or exceed the Spark in token generation despite lower GPU compute capabilities

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Market Positioning and Future Availability

AMD provides a ready-to-use software stack for both operating systems, including the Ryzen AI Developer Center, preloaded apps and models, and guided workflow playbooks

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. ROCm support comes optimized out of the box with validated tools, frameworks, and drivers, addressing one area where AMD has historically lagged behind Nvidia in the AI hardware market

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. The system includes Wi-Fi 7, Bluetooth 5.4, 10Gbps Ethernet, HDMI 2.1b output, and three USB-C ports, with a fourth USB-C port dedicated to power delivery

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Several OEM partners have expressed interest in the Ryzen AI Halo platform, with systems expected from partners including Asus, HP, and Lenovo starting in Q3 2026

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. AMD confirmed it will announce the Ryzen AI Max PRO 400 Series featuring AMD PRO technologies that deliver enterprise-grade security, manageability, and reliability, though consumer versions remain uncertain

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. The conservative rollout mirrors the limited availability of Strix Halo systems, which appeared in only a handful of machines like the Framework Desktop, ROG Flow Z13, and GMKtec EVO-X2

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