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AMD Ryzen AI Max+ PRO 495 for local LLMs

Written by Jakub Rusinowski · Last updated

With 192 GB of LPDDR5X at 273 GB/s, the AMD Ryzen AI Max+ PRO 495 runs 164 catalogued models at Q4_K_M with 8K context. The largest that fits is Qwen 3 235B-A22B (MoE) (~144.3 GB), and the top pick is MiniMax M2.7 230B-A10B at 11–24 tok/s.

"Gorgon Halo": the Strix Halo design with 192 GB of LPDDR5X-8533 at 273 GB/s, 16 Zen 5 cores and a 40-CU Radeon 8065S. On Windows up to 160 GB can be given to the GPU as VRAM, and fit verdicts here use 160 GB; on Linux nearly all of the 192 GB can be used. Sold in mini-PCs from GMKtec, Minisforum, Framework, Bosgame, TOPC, Acemagic and AMD's own Ryzen AI Halo, and in the HP ZBook Ultra G3a laptop.

Models that run on the AMD Ryzen AI Max+ PRO 495

Q4_K_M, 8K context, 160 GB usable. Ranked by quality and speed.

ModelVRAMSpeed
MiniMax M2.7 230B-A10B
MiniMax M2.7
139.7 GB11–24 tok/s
MiniMax M2.5 230B
MiniMax M2.5
139.6 GB11–24 tok/s
Step 3.7 Flash 198B-A11B
StepFun Step
119.7 GB15–31 tok/s
Qwen3.8-Flash-Next
Qwen3.8
109.7 GB26–54 tok/s
Qwen 3.5 122B-A10B
Qwen 3.5
74.5 GB12–25 tok/s
Nemotron 3 Super 120B-A12B
Nemotron 3 Super
73.3 GB11–22 tok/s
Nemotron 3.5 Super VL 120B-A12B
Nemotron 3.5
73.3 GB11–22 tok/s
Mistral Small 4 119B-A6.5B
Mistral Small 4
72.6 GB16–32 tok/s
GPT-OSS 120B
GPT-OSS
71.6 GB29–59 tok/s
Llama 4 Scout 17B
Llama 4
68.2 GB9.2–19 tok/s
Llama 4.5 Scout
Llama 4.5
66.6 GB8.5–18 tok/s
Qwen3-Coder-Next (80B-A3B MoE)
Qwen3-Coder
49.4 GB43–88 tok/s
Showing 12 of 164

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Speed vs other GPUs

Llama 3.1 8B, Q4_K_M. Estimated ranges. How this is calculated

Specifications

Specs last updated 2026-11-11.

Memory
192 GB LPDDR5X
Memory bandwidth
273 GB/s
Memory bus
256-bit
Architecture
Zen 5 + RDNA 3.5 "Gorgon Halo"
Series
AI Workstation
Release year
2026
Compute backends
ROCM, VULKAN
Usable for models
160 GB
Best for192 GB unified memory200B-class MoE modelsAMD AI mini-PC

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Frequently asked questions

Can the AMD Ryzen AI Max+ PRO 495 run local LLMs?

Yes. With 192 GB (160 GB usable by a model) it runs 164 of the catalogued models at Q4_K_M with 8K context; the largest is Qwen 3 235B-A22B (MoE), needing about 144.3 GB.

How fast is the AMD Ryzen AI Max+ PRO 495 for AI inference?

It is estimated to run Llama 3.1 8B at 19–40 tok/s at Q4_K_M. Llama 3.3 70B is estimated at 2.6–5.4 tok/s. These are modelled estimates from memory bandwidth, not measurements; the methodology page shows the formula.

What LLMs can I run on 192 GB?

Among the best that fit: MiniMax M2.7 230B-A10B, MiniMax M2.5 230B, Step 3.7 Flash 198B-A11B, Qwen3.8-Flash-Next, Qwen 3.5 122B-A10B.