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AMD · Local AI machinePending

Beelink SER9 Pro (Ryzen 7 H 255, 32 GB)

AMD machine: AMD Ryzen 7 H 255, 32 GB memory, 16 GB for the GPU, 102.4 GB/s memory speed.

77.4Score

  • #56 of 67 ranked
  • #30 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 75.0

    Average of 2 sources: 72.5

  2. Experts

    30% weightcounts as 79.8

    Average of 1 source: 79.6

  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

€859 at Beelink EU shop (eu.bee-link.com) · Maker's EU shop; delivery to Austria: see the price note

Variant '32GB LPDDR5x-6400 memory (soldered) + 1TB SSD (Pre order) / Frost Silver / EU' (EUR 859), marked pre-order though the shop flags it available. The 24 GB build (EUR 769, in stock) gives only 12 GB under Windows' limit and is not listed. Not read on Geizhals.at. 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 7 H 255
CPU
8 cores / 16 threads (Zen 4, Hawk Point-H), Radeon 780M 12 CU
Memory
32 GB
GPU memory
16 GBNo AMD Variable Graphics Memory on this chip (AMD introduced it with the Ryzen AI 300 series). Windows' documented limit for system memory used by graphics (Microsoft, 'Calculating Graphics Memory') is MIN(80% of RAM, MAX(RAM - 16 GB, 50% of RAM)) = 16 GB on 32 GB of RAM. No BIOS UMA maximum for this box was found, so the Windows figure is used. Tuned Linux GTT is not used: a GMKtec NucBox K8 Plus (same Radeon 780M) with 64 GB ran a 26B model with amdgpu.gttsize=49152 (48 GB) and ttm.pages_limit=12582912 (blog.pastwind.org).
Memory speed
102.4 GB/s
FP16 TFLOPS
—
NPU
—
OS
Windows
Software
Vulkan
Ethernet
2.5 Gbit/s
Thunderbolt / USB4
USB4
QSFP port
No
Idle power
7.1 W
Load power
62.3 W
Noise
33.7 dB(A)
Volume
0.8 L
Weight
0.8 kg
SSD
1 TB
Release
2025-08

Measured

No measured results found yet.

Notes

Quiet, 0.8 L box with soldered LPDDR5X (about 102 GB/s), faster than a typical SO-DIMM mini PC, good for small and mid-size 4-bit models; the memory cannot be upgraded and the GPU share is 16 GB under Windows' rule.

This is the Ryzen 7 H 255 build of Beelink's SER9 Pro line, sold on its own EU page; the 'Beelink SER9 Pro (HX 370)' entry is the Ryzen AI 9 HX 370 build. Notebookcheck's naming comment: the regular SER9 can carry the faster HX 370. Notebookcheck measured a 32 GB LPDDR5X-7500 unit (so 120 GB/s), while the EU shop variant names LPDDR5x-6400; the shop speed is used for memory speed. Notebookcheck power: idle 7 / 7.1 / 7.5 W, load 62.3 W average (82.9 W max; Cyberpunk 80.1 W); noise idle 29.1-31.7 dB(A), load 33.7 / 35.2 dB(A). NPU: Notebookcheck says the NPU is below Copilot+ minimum, Windows Central says 'No NPU', so the NPU figure is blank. Release month is the Notebookcheck review date (20 Aug 2025); the Beelink EU listing was created 20 Apr 2026. Windows Central (6 Oct 2025) and Igor's Lab reviewed it; the Windows Central text read shows no numeric score. Memory speed source: Beelink EU variant: LPDDR5x-6400 soldered, 128-bit bus assumed: 6400 x 16 B = 102.4 GB/s.

More reading:windowscentral.comigorslab.degsmarena.com

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