Best budget hardware for local LLMs
Cheap ways to start: 12–16 GB cards and small machines that run 8–14B models well.
Editorial opinionReviewed Oct 11, 2026
You do not need thousands to run a useful assistant at home. A 16 GB card runs today's best small models (Qwen3.5 9B, Gemma 4 12B, gpt-oss-20b) quickly, with room for a long context.
Photo: FreeMediaKid! · CC BY-SA 4.0
#1 · Best overall
NVIDIA GeForce RTX 5060 Ti 16 GB
Good budget option- Memory
- 16 GB
- Bandwidth
- 448 GB/s
- Power
- 180 W
- Largest popular model at 4-bit
- gpt-oss-20b
from $789 (typical price)
Editorial opinionOverall 7.4/1016 GB with CUDA: easy and quick for 8–14B models.
- Illustration
#2 · Cheapest 16 GB
AMD Radeon RX 9060 XT 16 GB
Good budget option- Memory
- 16 GB
- Bandwidth
- 320 GB/s
- Power
- 160 W
- Largest popular model at 4-bit
- gpt-oss-20b
from $349 (launch price)
Editorial opinionOverall 6.3/10Slower memory, but the same capacity for less.
Photo: Qurren · CC BY-SA 4.0
#3 · Cheapest CUDA
NVIDIA GeForce RTX 3060 12 GB
Good budget option- Memory
- 12 GB
- Bandwidth
- 360 GB/s
- Power
- 170 W
- Largest popular model at 4-bit
- Gemma 4 12B
from $329 (launch price)
Editorial opinionOverall 6.2/1012 GB is enough for 8–12B models at 4-bit.
- Illustration
#4 · Quietest
Apple Mac mini (M6)
Good budget option- Memory
- 32 GB
- Bandwidth
- 170 GB/s
- Power
- —
- Largest popular model at 4-bit
- Qwen3.6 27B
from $899 (launch price)
Editorial opinionOverall 6.2/10A silent, low-power box for small models; pick 32 GB.
- Illustration
#5 · Lowest power card
Intel Arc Pro B50
Good budget option- Memory
- 16 GB
- Bandwidth
- 224 GB/s
- Power
- 70 W
- Largest popular model at 4-bit
- gpt-oss-20b
from $349 (launch price)
Editorial opinionOverall 6/1016 GB at 70 W with no power cable, for tiny servers.
How we chose
- New or renewed with a warranty.
- At least 12 GB usable for models.
- Low power is a plus for always-on servers.