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AMD · Local AI machinePending

Beelink SER10 Max (32 GB)

AMD machine: AMD Ryzen AI 9 HX 470, 32 GB memory, 24 GB for the GPU, 89.6 GB/s memory speed.

78.4Score

  • #50 of 67 ranked
  • #27 of 37 AMD machines

Why this score

The score adds up these parts. Each part has a weight. A part counts as the average of its sources, pulled toward 80 when there are few sources.

  1. AI power

    50% weightcounts as 75.7

    Average of 2 sources: 73.6

  2. Experts

    30% weightcounts as 81.7

    Average of 1 source: 83.4

  3. Users

    20% weightcounts as 80.0

    No sources found yet. No data yet. This part counts as 80.

Thin: only 1 review or buyer rating, so it is pulled toward the average.

80 is the field average. A part counts as 80 + (average − 80) × N ÷ (N + 1), where N is its number of sources. One source counts half of the gap from 80. No sources count as 80.

Price

€1339 at Beelink EU shop (eu.bee-link.com) · Maker's EU shop; delivery to Austria: see the price note

HX 470, 2 x 16 GB DDR5-5600 SO-DIMM + 1 TB SSD, Windows version labelled 'Pre-order', sale price (regular EUR 1,639). The 64 GB / 1 TB version is EUR 1,699 (over the limit, not listed). Not on Geizhals.at; MediaMarkt.at lists the 64 GB model. Delivery to Austria not confirmed (the shop ships to most EU countries and does not name Austria).

Prices checked 9 Oct 2026.

Specs

Chip
AMD Ryzen AI 9 HX 470
CPU
12 cores / 24 threads
Memory
32 GB
GPU memory
24 GBWindows/BIOS: AMD Variable Graphics Memory, up to 75% of RAM = 24 GB on 32 GB (AMD rule: its FAQ says Variable Graphics Memory came with the Ryzen AI 300 series 'and beyond', which covers the HX 470; the largest share the vendor tools allow). No higher Linux GTT figure is documented by the maker.
Memory speed
89.6 GB/s
FP16 TFLOPS
—
NPU
55 TOPS
OS
Windows, Linux
Software
Vulkan
Ethernet
10 Gbit/s
Thunderbolt / USB4
USB4
QSFP port
No
Idle power
—
Load power
—
Noise
—
Volume
0.8 L
Weight
—
SSD
1 TB
Release
2026-04

Measured

No measured results found yet.

Notes

Quiet, upgradeable HX 470 box with 10 GbE, but dual-channel DDR5-5600 caps bandwidth at 89.6 GB/s: Tom's Hardware measured only 11.4 tokens/s on a 9B Q4 model (64 GB review unit) and calls local AI use limited. Good for small models and as a general desktop; 32 GB gives 24 GB to the iGPU.

The Tom's Hardware unit was the 64 GB (2 x 32 GB) / 2 TB OpenClaw model at USD 1,649 as configured; the same box takes the 32 GB module set. Tom's Hardware prices (USD 1,299 for 32 GB/1 TB Windows, 1,599 for 64 GB) differ from the EU shop. Tom's says the unit shipped with 4 GB of its memory set as VRAM; the full 75% VGM setting is still AMD's documented cap. Tom's NPU figure is 55 TOPS; Beelink's page quotes 86 TOPS total. The AMD blog used for the 75% rule names Ryzen AI 300, not 400. The 11.4 tokens/s run was measured on the 64 GB unit, so it is not listed on the 32 GB row. Memory speed source: Tom's Hardware: maximum memory bandwidth 89.6 GB/s (DDR5-5600 dual channel).

More reading:liliputing.com

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