TechCrunch reported that General Compute has secured a $400 million loan from Upper90 to buy inference-specific chips, making the financing a capital-market test for AI infrastructure that is not built around Nvidia GPUs.

AI inference cloud startup previously raised a $15 million seed round in May., according to Libby.

Its plan centres on SN50 chips from SambaNova, an Intel-backed chipmaker, for running already-trained AI models rather than training frontier models from scratch.

Upper90 Backs Inference Chips As Loan Collateral

Upper90 co-founder and chief executive Billy Libby told TechCrunch that his firm financed GPU purchases for Crusoe in 2021 and views the General Compute deal as a shift towards newer AI-chip collateral.

The earlier GPU loans became easier to understand after CoreWeave used chip-backed borrowing as part of its business model.

General Compute said the SN50 chips are designed for inference and do not require expensive water-cooling systems.

The company says they can be deployed across a wider range of data centres than GPUs, but the source did not include independent benchmarks or customer-level deployment data.

General Compute told TechCrunch that the new chips will provide 16 times faster inference than GPU-based clouds.

The article did not include benchmark methodology, tested workloads or third-party validation.

Open Models Shape The Financing Argument

Libby told TechCrunch that Upper90 expects open-source models to matter for AI infrastructure demand.

He said companies do not all need a supercomputer, but they need inference and AI.

General Compute chief executive Finn Puklowski framed the financing around alternatives to Nvidia's ecosystem.

He told TechCrunch that some emerging chips have strong total-cost-of-ownership claims or can operate faster than Nvidia, while also saying there are not many buyers for them yet.

The article named OpenRouter and Fireworks as companies that have raised new rounds around access to open models.

It also cited Kimi's K3, Groq, Cerebras and TensorWave as adjacent examples of AI-model or AI-chip alternatives, but it did not give customer contracts for General Compute.

Financing Does Not Yet Show Utilisation

The transaction gives General Compute capital to acquire inference hardware before broad customer proof is public.

It also gives Upper90 exposure to a chip-backed lending market that has moved from GPU scarcity towards specialised inference capacity.

The source did not disclose the number of SN50 chips covered by the loan, the interest rate, repayment terms, collateral haircut, named data-centre sites, customer contracts, revenue, utilisation commitments or deployment dates.