Memory You Can Hold: Inside Oki Home's On-Device Hardware

Oki Home is built around two pieces of hardware working together: a local AI computer powered by an NVIDIA GeForce RTX 5060 Ti GPU with 16GB of GDDR7 memory, 32GB of system RAM, and a 27-billion-parameter language model that runs entirely on-device [1]. Rather than streaming data to a cloud subscription service, the company says 'your questions and your data never leave your home' [1]. The second piece is Memchip, a proprietary, credit-card-sized M.2 NVMe storage module with a titanium rim and aluminum heatsink, available from 2TB up to 16TB, that can be physically removed and swapped - letting owners hold their stored memories in their hand rather than trusting them to a remote server [1]. Oki's own Y Combinator profile corroborates the core specs and frames the company as a six-person, Bay Area team founded by CEO Luofei Chen [2]. A founder reply circulating on X added further color, identifying the on-device model as Qwen3.8 27B and claiming it runs at roughly 106 tokens per second on the stock hardware - a notable speed for local inference on a consumer GPU, though it has not been independently benchmarked.

