The three biggest names in AI just decided that their own backyards aren’t big enough. xAI is selling cloud compute, Meta is building enterprise software agents, and Anthropic is designing its own server chips.

The most jaw-dropping number in this reshuffling: xAI has signed a deal to provide Anthropic with computing resources from its Colossus and Colossus II clusters worth approximately $1.25 billion per month, running through May 2029. The total value could land somewhere between $40 billion and $45 billion.

The deal that rewrites AI economics

Elon Musk’s AI lab built those massive Colossus clusters to train Grok, its flagship model. Now it’s turning surplus capacity into a revenue machine, essentially becoming a cloud infrastructure provider that competes with the likes of Amazon Web Services, Google Cloud, and Microsoft Azure.

Anthropic, on the other hand, gets access to hundreds of megawatts of computing power. The $1.25 billion monthly price tag makes this one of the largest infrastructure agreements in tech history. It also creates a fascinating dynamic where xAI is simultaneously competing with Anthropic in the AI model space while serving as its landlord.

Meta goes enterprise, Anthropic goes hardware

Meta is now launching enterprise AI agents designed for business customers. One product, reportedly called “Hatch,” carries a subscription price of around $200 per month and is aimed at helping companies build software tools and manage operational tasks.

That $200 monthly price point puts Meta in direct competition with enterprise offerings from Anthropic, OpenAI, and a growing roster of AI startups.

Meanwhile, Anthropic is developing proprietary AI server chips to reduce its dependence on external suppliers like Nvidia. This is the same playbook Google ran with its TPU chips and Amazon followed with its Trainium and Inferentia processors.

The chip development effort also adds an ironic twist to the xAI compute deal. Anthropic is paying xAI billions for computing power right now, while simultaneously trying to build the hardware that would make such deals unnecessary in the future. It’s a classic buy-now-build-later strategy, and it only works if Anthropic can actually ship competitive silicon before the contract expires in 2029.

Why crypto investors should pay attention

A single bilateral compute deal worth $40-45 billion dwarfs the entire market capitalization of most crypto projects. This level of spending creates both opportunity and risk for decentralized compute networks that position themselves as alternatives to centralized AI infrastructure. Projects offering distributed GPU rental could benefit from overflow demand, but they also face the reality that centralized players are building capacity at a pace that’s hard to match.

Meta’s entry into enterprise AI tools could accelerate the integration of AI agents into business workflows, including financial services and trading. The $200 monthly price point for Hatch suggests Meta is targeting mass-market adoption, not just Fortune 500 companies.

The custom chip efforts at Anthropic also have downstream effects on Nvidia, whose GPUs currently underpin most AI training workloads. Every major AI lab that successfully builds its own silicon chips away at Nvidia’s pricing power, which in turn affects the broader semiconductor supply chain that crypto mining hardware also depends on.