Observed arrival · 2026-11-11
FitLocally maps open models to your machine
Choose a GPU, Mac, or AI mini PC to see which open models fit its memory and how fast they may run.
○Open
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$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- People choosing hardware for local open-model inference
- Worth noticing
- Its fit rule includes an 8K-token context and a runtime margin; speeds are labeled by source and are estimates unless marked measured.
Field notes
The page credits the ModelFit dataset under CC BY 4.0 and says it is modified and combined with GPUwerk data; ModelFit is explicitly stated not to endorse the site. GPUwerk identifies itself as a GPU rental company, says every machine uses the same formula, and marks its offers as ads that do not change rankings. Users can also supply memory and bandwidth values when a machine is absent from the catalog.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue