GPU Hedging: Hyperbolic Seeks Physical Alternative to Cash Futures

Jasper Zhang, a former quantitative researcher at Citadel Securities, is leading a 50-person financial technology startup called Hyperbolic. The company is developing a spot marketplace for tradable GPU computing power. This platform is designed to give investors a direct method to hedge against a decline in AI demand by trading the underlying hardware units rather than relying on price indices.

The core of Hyperbolic's offering is its Forge software. This tool virtually logs into GPU clusters located worldwide and performs technical adjustments. These tweaks allow mismatched clusters to operate more efficiently together. By standardizing the output, traders can buy and sell a uniform unit of compute while retaining control over the physical GPUs. Zhang describes this access as equivalent to being present in the data center itself.

Zhang views this technology as the foundation for physically settled GPU futures. Upon settlement, contract owners would receive complete control over a cluster with known characteristics. This approach addresses the issue of basis risk, where variations in networking, memory, and security across different data centers cause actual performance to diverge from index prices. Financing agreements often prevent builders from sharing specific pricing data, which can make survey-based indexes inaccurate regarding outlier costs.

Zhang arrived in the United States with several Chinese mathematics medals and completed a doctorate in mathematics at the University of California, Berkeley, in two years. He previously built trading models at Citadel Securities. The company's head of finance, Hong Chan Kim, has worked at Point72, Balyasny Asset Management, and Citadel LLC. Hyperbolic has raised $20 million since its 2022 launch and is currently in the midst of another funding round.

The startup projects an annualized run rate of $150 million by the end of the year. As of October 26, the company reported approximately 250,000 users and an estimated $200 million worth of annual GPU compute connected to its platform. Other market participants are pursuing similar hedging solutions. CME Group is developing a cash-settled futures product tied to GPU pricing maintained by Silicon Data, an index provider backed by DRW.

Don Wilson, founder and CEO of DRW, noted that substantial demand and capital are flowing into the ecosystem, creating significant risk. He described cash futures as an initial step, comparing the structure to existing cash-settled electricity and oil contracts. The CME product is currently under review by the Commodity Futures Trading Commission, which extended the review period to November 9. This timeline likely impacts another proposed futures contract from Intercontinental Exchange and Ornn, which is backed by Andreessen Horowitz's a16z crypto fund.

Kim stated that cash-settled futures may not reflect real-world conditions, arguing that physical usage provides the necessary tether between reality and derivatives. Carmen Li, CEO of Silicon Data and the DRW-backed Compute Exchange, explained that indices provide a normalized global number for financial hedging but do not assist with procurement. Zhang argued that smaller startups need a virtual pipeline to physical hardware to monetize available GPU capacity during slow periods, particularly when long-term contracts offer thin margins.