Compute-rental startup General Compute raises $100 million Series A
US startup General Compute, which builds an AI cloud from specialized inference chips, has raised $100 million in Series A funding. The deal values the company at $800 million post-money.
General Compute, a startup that rents out computing power for running artificial intelligence models, has announced a $100 million Series A funding round. Companies of this type are called "neoclouds": newer cloud providers focused on AI computing. The round was led by the investment firms Blackbird Ventures and Abstract Ventures. The company is now valued at $800 million post-money, up from $60 million after its May seed round.
The news arrives amid jitters in the sector. Shares of CoreWeave, a publicly traded neocloud, have dropped to a 12-month low, while Elon Musk, pointing to $40 billion in debt for buying computing capacity, has predicted that many of the 200-plus neoclouds will face death and consolidation. General Compute co-founder and CEO Finn Puklowski considers such fears massively overstated. He says people call him every week asking for compute on any kind of chip, and he believes Musk is trying to push down the GPU prices he wants to pay.
A different approach
The company chose chips designed for inference, meaning running already-trained AI models, rather than the Nvidia graphics processors (GPUs) most rivals pursued. Its suppliers are Nvidia competitors SambaNova, Positron and Cerebras. It struck a $400 million deal with SambaNova to buy new chips, described as the first debt financing of inference chips. A deal with a large customer worth $100 million in annual recurring revenue helped pave the way for the new round.
Rather than building huge data centers, General Compute uses smaller power sources, rents space in other companies' facilities and converts former bitcoin-mining sites. Puklowski expects to deploy 75 megawatts of capacity in 2027 and suspects he will have access to 200 megawatts of power. He acknowledges that his financing work is not finished and says capital will be a full-time job, both debt and equity.
The company's key customers are cloud firms that offer developers high-speed inference. General Compute supplies them with bare metal, meaning raw servers without a software layer. James Palmer, a principal at Blackbird, said his firm's confidence partly stems from its investment in inference cloud company Baseten. SambaNova CEO Rodrigo Liang said the real question is whether companies can make money selling speed.
