I was looking into self-hosting deekseek v4 pro since frankly cache reads are an absolute scam and they're 90% of the cost, but then I looked at the ROI and it will never pay off fast enough because the hardware will become obsolete faster even if you were running 10 token generation streams 24/7.

The napkin math resulted that renting is around 27 times cheaper than owning (not including power). I think we're really screwed when it comes to having owned access to AI unless intel comes out swinging with a c series card that has 128gb vram so we can run them in a 4x128gb configuration, but seems unlikely since nvidia has a large share in them.

This was calculated expecting around 30tok/s, of course you can get 2-5tok/s much much cheaper, but it's unusable for my workflow.