AMD Ryzen AI Halo Developer Platform (Max+ 395) vs Beelink SER9 (Ryzen AI 9 HX 370) for Local AI: Local AI Performance

Side-by-side specification comparison with AI model-fit analysis. Data sourced from manufacturer specs, verified 2026-07-21.

	AMD Ryzen AI Halo Developer Platform (Max+ 395) AMD	Beelink SER9 (Ryzen AI 9 HX 370) Beelink
Price	$3,999MSRP	$749MSRP
AI Framework	ROCm, Vulkan, DirectML	ROCm, Vulkan, ONNX RT
CPU Cores	16	12
Ethernet	Dual 10GbE	2.5GbE
GPU Compute Units	40	16
GPU	Radeon 8060S	Radeon 890M
Memory Bandwidth (GB/s)	256	120
Memory Bus Width	256-bit	128-bit
Memory (GB)	128	32
Memory Type	LPDDR5X 8000	LPDDR5X 7500
Memory Upgradeable	No (soldered LPDDR5X)	No (soldered LPDDR5X)
NPU TOPS	50	50
OCuLink / PCIe	Yes (OCuLink)	No
OS Support	Windows 11, Linux	Windows 11, Linux
Platform	AMD Strix Halo	AMD Strix Point
Storage Type	2x NVMe Gen4 SSD	NVMe Gen4 SSD
TDP (W)	120	65
Buy	Check Price →	Check Price →
Details	View →	View →

Model Fit Analysis

AMD Ryzen AI Halo Developer Platform (Max+ 395)

Max Q4: 70B class models (169.4B params)

Usable AI memory: 88.2GB · Method: unified_memory_desktop_workload Conservative

Llama 3.1 8B ✓

Llama 3.1 70B ✓

Llama 3.2 1B ✓

Llama 3.2 3B ✓

Qwen 2.5 7B ✓

Qwen 2.5 14B ✓

Qwen 2.5 32B ✓

Qwen 2.5 72B ✓

Mistral 7B ✓

Mixtral 8x7B ✓

DeepSeek R1 7B ✓

DeepSeek R1 32B ✓

DeepSeek R1 70B ✓

Phi-3 Medium 14B ✓

Gemma 2 9B ✓

Gemma 2 27B ✓

Stable Diffusion XL ✓

Flux.1 Dev ✓

Flux.1 Schnell ✓

Beelink SER9 (Ryzen AI 9 HX 370)

Max Q4: 34B class models (38B params)

Usable AI memory: 22.5GB · Method: amd_igpu_bios_limited Conservative