SambaNova hits $11 billion valuation on inference chip demand

Published: 2026-07-08T12:36:05.000Z

SambaNova has pulled in a billion dollars in fresh funding at an 11 billion dollar valuation, a raise that says as much about the frenzy around AI hardware as the company itself. The Series F was led by General Atlantic and drew backers from BlackRock to the Qatar Investment Authority.

SambaNova has pulled in a billion dollars in fresh funding at an 11 billion dollar valuation, a raise that says as much about the frenzy around AI hardware as it does about the company itself. The Series F round, only its first close with more investors expected to pile in, was led by the growth-equity firm General Atlantic and drew a heavyweight crowd that included BlackRock, Intel Capital, T. Rowe Price, Capital Group and the Qatar Investment Authority. For a nine-year-old chip firm out of Palo Alto, the valuation marks a steep climb from the roughly 5 billion dollars it was worth back in 2021, and a striking rebound given Intel was reportedly weighing a takeover at around 1.6 billion dollars only late last year. What SambaNova sells is not the general-purpose graphics chips that made Nvidia a giant, but custom silicon, systems and software tuned specifically for inference, the stage where a trained model actually answers queries rather than learns. That focus has become the hottest corner of the market as AI agents proliferate and the industry's compute burden shifts from training to running models at scale. The company pitches itself as premium inference, claiming it can run the very largest models quickly while drawing a fraction of the power of comparable Nvidia hardware, and it leans hard into on-premises deployment, arguing that keeping inference in-house is both faster and more secure than renting it from a cloud provider. That argument just landed a marquee endorsement. Alongside the funding, SambaNova revealed that JPMorgan Chase has picked it as an inference-infrastructure partner, deploying its SN40 and SN50 systems to run sensitive AI workloads on the bank's own premises. Chief executive Rodrigo Liang framed the win as a signal to the whole banking sector that the time has come to stop depending entirely on cloud services, and he argued that enterprises and governments are only at the very start of their AI journeys, leaving enormous revenue still untapped. The company is already eyeing a US listing as soon as 2027. The Gulf's fingerprints on this deal are worth dwelling on. The Qatar Investment Authority's participation continues a pattern of regional sovereign money backing challengers to Nvidia and pouring capital into AI infrastructure, echoing the Gulf-funded SoftBank vehicle that bankrolled SambaNova years ago. The company's on-premises, data-sovereignty pitch also maps neatly onto regional priorities, since governments and banks across Qatar, the UAE and Saudi Arabia are precisely the kind of institutions that want to run their most sensitive models on hardware they control rather than in someone else's cloud. As the region builds out sovereign compute through efforts like HUMAIN and G42, a power-efficient inference specialist courting the very customers the Gulf is trying to serve makes SambaNova's rise a Middle Eastern story too.