Mark Zuckerberg seems to have found a way to justify his colossal hardware spending: Meta plans to transform its infrastructure overhead into a high-margin leasing business. According to the New York Times, the company is in talks with Anthropic to rent out surplus computing power. The potential deal is valued at $10 billion over two years. Interestingly, Anthropic reportedly initiated the proposal back in June, and both parties are currently finalizing the details. For Meta, this is an elegant way to keep its promise to investors: if the demands of its own Llama models don’t keep pace with its chip procurement, the idle silicon will start generating cash.
Zuckerberg’s infrastructure maneuver
The scale of this play is staggering—Meta’s capital expenditures could reach $145 billion this year. By becoming a landlord to its direct competitors, Zuckerberg is creating the perfect hedge against R&D risks. While Llama fights for dominance in the open-source segment, the infrastructure division can simply collect profits from others in the race. For Anthropic, this is a matter of survival; the startup faces a severe capacity crunch amid exploding demand for Claude Code. Despite a recent $45 billion contract with SpaceXAI and ambitions to build its own data centers led by Google veterans, they need immediate resources. Only a handful of players can provide industrial-scale throughput at this level.
The new data economy
Meta is clearly diversifying its revenue beyond the advertising model, exploring everything from Meta One subscriptions to exotic space-based solar energy projects to power its server farms. If this $10 billion deal closes, it will legitimize the strategy of overbooking GPUs as a new sovereign asset class. For those tracking AI infrastructure costs, the signal is clear: it is time to re-evaluate companies with physical data centers. In an era of "compute hunger," they are ceasing to be mere software giants and are transforming into the essential utilities of the digital age.
Business owners and CIOs should take a closer look at their current cloud commitments and reserves. Finding a secondary market for GPU capacity could be the tool that offsets bloated IT infrastructure budgets in this fiscal year.
Meta’s infrastructure investment is reaching $145 billion annually Anthropic is prepared to pay $5 billion per year to rent external capacity The shortage of computing resources makes chip ownership a strategic advantage