Going by the specs, this pretty much blows Tinybox out of the water.

For $40,000, a Tinybox pro is advertised as offering 1.36 petaflops processing and 192 GB VRAM.

For about $6,000 a pair of Nvidia Project Digits offer about a combined 2 petaflops processing and 256 GB VRAM.

The market segment for Tinybox always seemed to be people that were somewhat price-insensitive, but unless Nvidia completely fumbles on execution, I struggle to think of any benefits of a Tinygrad Tinybox over an Nvidia Digits. Maybe if you absolutely, positively, need to run your OS on x86.

I'd love to see if AMD or Intel has a response to these. I'm not holding my breath.