SambaNova just went from $1.6B acquisition talks to $11B valuation in 5 months

Five months ago, Intel tried to buy SambaNova for $1.6 billion.

This week, SambaNova closed $1 billion at an $11 billion valuation.

That is a 7x jump. In 5 months. With the same chip.

Here is what actually happened.

SambaNova builds custom inference chips — the hardware that runs trained AI models in production. Not training. Inference. The part of AI that costs money every single day.

Their SN50 chip connects up to 256 accelerators across racks and handles models with 10 trillion parameters. All in air-cooled data centers. No special facility required.

JPMorgan Chase just picked SambaNova to run AI inside its own walls.

That is the real signal. Not the valuation. The bank is deploying SN40L and SN50 systems for secure, on-premises inference behind its own firewalls.

CEO Rodrigo Liang told TechCrunch: "It sends a message to the banking industry that it is time not to completely depend on cloud services."

Read that again. JPMorgan — the largest bank in the US — is building private AI infrastructure. Not renting it. Owning it.

The investors know what this means. General Atlantic led the round. BlackRock, Intel Capital, Qatar Investment Authority, T. Rowe Price, Capital Group all joined.

Your inference cost structure is about to change. When banks start building their own AI hardware, the cloud premium disappears.

Audit your AI infrastructure spend today. If you are paying per-token to a cloud provider for inference, you are about to be undercut by every bank, sovereign cloud, and enterprise running their own chips.

The era of renting AI compute is ending. Ownership is the new competitive advantage.