Groq pockets $650M, rebuilds after Nvidia’s $20B ‘not-acqui-hire’

Remember when Nvidia almost bought Groq for $20 billion earlier this year? The deal fell apart, and Groq was left in an awkward spot—half courted, half abandoned. Now they’re back with a $650 million raise and a fresh batch of execs.

That $20B figure was eye-popping when it leaked. Nvidia wanted Groq’s chip talent, not necessarily its products. The “not-acqui-hire” label fits: Nvidia walked away after regulatory pushback and internal resistance. Groq kept its independence but lost some momentum.

So what does an AI chip startup do after nearly being swallowed by the industry giant? Raise money, apparently. $650M is serious cash, even by AI standards. It’s not quite the $20B valuation they might have flirted with, but it’s enough to fund the next phase.

Groq is leaning hard into its neocloud business. That’s the part of their operation where they sell access to their LPU (Language Processing Unit) chips as a service, rather than just peddling hardware. It’s a smarter move than trying to compete with Nvidia on raw chip sales—that game is already lost for anyone not named AMD or Intel.

The neocloud angle is interesting because it lets Groq control the full stack. They build the chip, they run the cloud, they set the pricing. For customers who want low-latency inference without dealing with Nvidia’s CUDA lock-in, it’s a genuine alternative.

They’re also restaffing. New CTO, new VP of engineering, some customer-facing hires. The team that stayed through the Nvidia saga is getting reinforcements. That’s a good sign—it means the existing crew didn’t burn out or jump ship during the uncertainty.

I’m cautiously optimistic about Groq. The LPU architecture is genuinely fast for certain workloads, especially real-time text generation. But they’ve been slow to expand beyond that niche. The $650M gives them runway to diversify, but they need to execute fast. AI hardware is a brutal market, and Nvidia isn’t going to make it easy for anyone trying to eat their lunch.