About OnPrem World
Open data, guides and a community for running AI on hardware you own, plus the hardware and setup when you need it.
Last updated: 2026-10-16
What we do
Data. Specs for GPUs, Macs and mini PCs (every number sourced), how much memory open models need, and estimates of what runs and how fast. The data is open under CC BY 4.0 and available to AI agents through our API, MCP server and llms.txt.
Knowledge and community. Guides, news, price tracking and, soon, a forum.
Hardware and setup. We source AI hardware through official Taiwan distribution channels and set up private AI for companies. Everything is quote-based.
How we stay independent
We sell hardware, so here are the rules we hold ourselves to:
Specs, fit estimates, shelf prices, news and guides follow the same public method whether or not we sell a product. We do not accept paid rankings or paid reviews.
Product pages for hardware we sell carry a "We sell this" label. The prices page lists other shops' public prices with the date we checked them; they are not our quotes.
We do not call ourselves an authorized reseller or partner of any brand until we are one.
Found a mistake? Email alexma@painpoint-ai.com and we will correct it and date the correction.
Founder
OnPrem World was founded by Alex Ma.
Contact
Email: alexma@painpoint-ai.com