The Continuity Layer
Run your own AI · Will it run on my machine?

Will it run on my machine?

thecontinuitylayer.com/open/will-it-run

Checked 22 October 2026. US dollars. No affiliate links.

Memory decides which models fit. Speed decides whether you'll enjoy it: below about 5 to 10 words a second it feels painful. First, check your machine with CanIRun.ai. Then come back here to see what your result means.

What fits, by machine

Your machineWhat fitsGood for
8GB laptop or 8GB graphics cardSmall 4–8B modelsBasic chat, short tasks
16GB laptop or MacUp to about 12B; only 9–12GB is really usableChat and documents; agents will disappoint
24–32GB MacQwen3.8-27B, Gemma 4 26BSolid drafts and summaries
24GB graphics card27–32B models, about 37–71 words a second measuredGood everyday local AI
128GB boxgpt-oss-120b, about 55–88 words a second measuredClose to a hosted experience

Before you buy hardware

  • Don't buy a graphics card under 12GB for this.
  • For a 128GB machine, the Mac is fastest and quietest, Strix Halo is cheapest, and DGX Spark is poor value since its price rose to $6,950 on 2 October 2026.
  • If you only want better answers, a $10–20 plan is cheaper than any hardware.

Which model to pick for your tier is in the model finder; what each kind of machine is good at, and when to rent instead, is in the hardware guide.

Speeds come from ComputingForGeeks and its 128GB comparison.