Silicon Data closed a $30.5 million Series A funding round to expand its benchmarking and pricing data for AI compute hardware. The company announced the capital on August 11. CME Group will launch GPU futures contracts tied to Silicon Data benchmarks on October 5, pending regulatory approval. The contracts will allow data center operators and AI firms to hedge exposure to GPU price swings and depreciation.
CEO Carmen Li told Bloomberg the company aims to become an "independent referee" for compute pricing. Silicon Data collects benchmarking and performance data across GPU models, from Nvidia, AMD, and other chipmakers, and tracks how older hardware depreciates. GPU prices and availability shift rapidly as new architectures launch, but no neutral third party has aggregated authoritative, real-time pricing across models and geographies. Hyperscalers and smaller operators have largely sourced this intelligence from vendor quotes, broker networks, or internal testing.
As AI infrastructure spending accelerates, the underlying hardware, particularly high-end GPUs, has become a bottleneck and a significant cost center. Pricing opacity and rapid depreciation create hedging demand. CME's futures contract, if it reaches significant trading volume, would require transparent, auditable pricing, the kind Silicon Data is being funded to provide at scale.
Silicon Data's benchmarks will form the basis for daily settlement prices on the CME contracts. The company has already published data on GPU price trends and chip depreciation curves, showing how older generations lose value as new models arrive. The structure mirrors commodity futures markets, where a futures exchange relies on price data from a reporting service or exchanges of record.
GPU procurement and hedging have remained opaque negotiations between buyers and sellers. A public futures market, underpinned by neutral benchmarks, could standardize the economics of compute the way electricity markets and semiconductor futures already do.
CME's October 5 launch date is contingent on regulatory clearance from the U.S. Commodity Futures Trading Commission. Silicon Data's Series A gives the company runway to scale its data collection and reporting ahead of that date.
