source: techcrunch ai: just like gold and oil, we’ll soon be able to trade ai token futures
level: business
china's shanghai futures exchange is designing a derivatives market for ai tokens, according to reuters. major derivatives exchanges cme group and intercontinental exchange are also working on futures contracts for renting gpus. gpu rental markets are more mature, with median prices for nvidia h100 gpus ranging from $1.40 to $4.27 per hour across 13 marketplaces, and h200 gpus averaging $2.34 to $5 per hour. over the past week, average h100 prices fluctuated between $2.79 and $3.33.
infrastructure for tokens themselves is less developed. enterprise ai plans are often priced per token: openai charges $5 per million input tokens and $30 per million output tokens for its gpt-5.5 model api. cloud providers like amazon bedrock also offer per-token billing. this push comes amid massive ai infrastructure investment, with cloud providers, private equity, and neocloud companies pouring hundreds of billions into data centers to meet rising compute demand.
the shanghai exchange's derivative product would tie to ai service pricing, allowing businesses, investors, and data center operators to hedge against compute costs. this could stabilize budgeting for companies reliant on ai apis and provide new financial instruments for speculators. as ai becomes a utility-like resource, token futures may function similarly to oil or gold futures, creating a new asset class around computational resources.
why it matters: ai token futures could let companies manage the cost risk of using large language models, similar to how commodity futures help manage raw material costs.
source: techcrunch ai: just like gold and oil, we’ll soon be able to trade ai token futures