General Compute, the SambaNova-powered AI inference cloud startup, has landed a $400 million loan from tech investment firm Upper90. The financing is a committed debt facility that starts at $100 million and scales with customer demand — and, per TechCrunch, may be the first loan ever collateralised by inference-specific ASICs rather than the GPUs that have underwritten every prior chip-backed credit.
Why Inference Chips Matter Now
General Compute, founded by CEO Finn Puklowski and CTO Jason Goodison, is building an inference neocloud around SambaNova's SN50 chips. The company claims 16x faster inference than GPU clouds, with lower power draw and no water-cooling required — which makes the ASICs faster to deploy across a wider variety of data centres than Nvidia's flagship silicon.
Upper90's Playbook, Round Two
Upper90 co-founder Billy Libby, a former Goldman Sachs quant, pioneered chip-backed lending in 2021 with a GPU-collateralised loan to Crusoe. "When we financed Nvidia GPUs as the first group to do that, the market was inefficient," Libby told TechCrunch. With GPU credit now mainstream (and, per some, over-bought), the firm is moving down the stack. Upper90 is also an equity holder in General Compute, aligning its debt and equity in the same asset.
The Broader Inference Wave
The deal lands the same week Fireworks locked in a $1.5B Series D at $17.5B and Kimi's K3 open model reset expectations on coding benchmarks. "By getting together with Upper90, this is not just, 'a cool startup got some money to buy some compute,'" Puklowski said. "This is the first signal of capital organising itself and the fragmenting of Nvidia's monopolistic dominance."
General Compute raised a $15 million seed round in May 2026; the debt facility now hands the company a much larger balance sheet without the equity dilution GPU buyers have typically absorbed.
Reporting based on coverage from TechCrunch.