Beelink SER9
Local inference speed
llama.cpp decode speed (tok/s) - estimated
| Workload | tok/s |
|---|---|
| LLaMA 3 8B Q4 | 14 |
Estimated - Estimated from memory bandwidth (llama.cpp decode) · updated 2026-10-19
Beelink SER9
The Beelink SER9 is a compact mini PC powered by the AMD Ryzen AI 9 HX 370 processor with Radeon 890M graphics and a 50 TOPS NPU. It's one of the most powerful mini PCs on the market for its size, capable of running small local AI models using the integrated NPU and GPU. While it can't match dedicated GPUs for large model inference, it's a quiet, power-efficient desktop AI companion.
Quick verdict
The SER9 is a compact and capable mini PC for development and small model inference. The 50 TOPS NPU is useful for lightweight AI tasks, and the integrated GPU handles 7B models at usable speeds. Not for running 30B+ models, but perfect as a dedicated Ollama server.
Spec breakdown
- CPU: AMD Ryzen AI 9 HX 370 (12C/24T)
- GPU: Radeon 890M (RDNA 3.5)
- NPU: 50 TOPS XDNA 2
- RAM: Up to 32 GB DDR5
- Storage: 1 TB NVMe SSD
- Size: ~0.7L (ultra-compact)
Honest alternatives
- Mac Mini M4 ($529): Cheaper, Apple ecosystem
- GMKtec NucBox M7 (~$599): Similar specs, lower price
Frequently asked
Quick answers to common questions
How much VRAM does the Beelink SER9 have?
The Beelink SER9 has 16 GB of VRAM with 120 GB/s memory bandwidth. MSRP was $799.
What local AI models can run on the Beelink SER9?
The Beelink SER9 with 16 GB VRAM can run many models depending on quantization. Models up to ~24B params may fit at Q4_K_M. Use our VRAM calculator to check specific models.
Is the Beelink SER9 good for local AI inference?
Beelink SER9 is best for development, llm-inference-entry, content-creation-budget. With ample VRAM it handles most open models well.
Where can I buy the Beelink SER9?
Check our buy links above for the best current prices on Amazon, Newegg, and B&H. Prices vary by retailer and availability.
How does the Beelink SER9 compare to other GPUs?
Beelink SER9 has 16 GB VRAM and 120 GB/s bandwidth. It is a mid-to-high-range card capable of running most 7B–30B models. Browse our hardware directory for side-by-side comparisons.
Is the Beelink SER9 worth buying right now?
The current price is $749 vs the MSRP of $799. The price has dropped below MSRP, making it a good time to buy.
What power supply do I need for the Beelink SER9?
The Beelink SER9 has a TDP of 65W. A standard quality PSU of 650W+ should suffice. Always check the manufacturer's recommendations for your specific build.
Nearby options
Similar hardware and models that fit