AI Token Futures Could Become the Next Major Digital Asset Market

The next major financial market linked to artificial intelligence may centre on AI tokens, and financial institutions worldwide are already exploring ways to build infrastructure for them.

According to Reuters, China’s Shanghai Futures Exchange is developing a derivatives market for AI tokens. The initiative comes as major exchanges such as CME Group and Intercontinental Exchange (ICE), the parent company of the New York Stock Exchange, are also working on futures contracts tied to GPU rentals.

Demand for AI computing power has surged alongside the rapid adoption of large language models and generative AI applications. As a result, a growing market has emerged for renting GPUs, the specialised chips that power AI workloads. Data from AI Mining Co. show that Nvidia H100 GPU rental prices range from roughly $1.40 to $4.27 per hour across multiple marketplaces, while H200 GPUs are typically rented for $2.34 to $5 per hour.

While GPU rental markets are becoming increasingly mature, there is still relatively little financial infrastructure built around AI tokens themselves. Tokens are the fundamental units consumed by modern AI models and have become the standard metric for pricing AI services.

Major AI providers already structure their pricing around token consumption. OpenAI, for example, charges enterprise customers based on the number of input and output tokens processed through its models. Cloud providers are following a similar approach, with services such as Amazon Bedrock increasingly adopting token-based pricing models.

The move toward AI token derivatives comes amid an unprecedented global investment boom in AI infrastructure. Cloud providers, private equity firms, and data centre operators have collectively committed hundreds of billions of dollars to expanding computing capacity, betting that demand for AI processing power will continue to grow for years to come.

At the same time, a new generation of AI-focused cloud providers is emerging. Some specialise in inference services, while others compete directly with established cloud giants such as AWS, Oracle, and Google Cloud for enterprise AI workloads.

By introducing financial products tied to AI tokens, the Shanghai Futures Exchange would create a market directly linked to how AI companies generate revenue and price their services. Such instruments could give businesses, investors, cloud providers, and data centre operators a new way to hedge against fluctuations in AI compute costs while creating an entirely new asset class within the rapidly expanding AI economy.