San Francisco – Anthropic, an artificial intelligence developer, secured an emergency deal with competitor SpaceXAI to address severe infrastructure strain caused by its explosive growth, highlighting broader compute capacity shortages across the AI industry.
The agreement grants Anthropic exclusive access to the entire compute capacity of SpaceXAI’s Colossus 1 data center in Memphis, providing 300 megawatts and 220,000 Nvidia GPUs amid an 80-fold annualized revenue increase in the first quarter of 2026, reaching $30 billion.
Anthropic’s demand for its Claude AI model has created “inevitable strain on our infrastructure,” impacting both reliability and performance, the company stated.
The deal is notable because SpaceXAI, formerly xAI/SpaceX, is a direct competitor to Anthropic, indicating the critical nature of high-end compute capacity constraints.
The company is reportedly considering a new funding round that could value it at $900 billion, potentially surpassing OpenAI’s $852 billion valuation, according to industry reports.
This infrastructure crisis mirrors challenges faced by tech giants in the past; Google experienced a similar RAM shortage in late 1999, which influenced product decisions such as duplicate content filtering, according to Douglas Edwards, a former Google executive.
Despite the rapid expansion of AI models, traditional search engines continue to outpace AI tool growth, a Datos State of Search Q1 2026 report indicated. Google’s AI Mode share remains under 0.2 percent, the report found.
However, Google’s own report, “The Rise of the Super-Empowered Consumer,” stated that AI Overviews are used by more than 2 billion people and AI Mode has 75 million daily active users.
Anthropic’s Claude is narrowing the gap with ChatGPT, which has reportedly plateaued since September 2025, while Google’s Gemini holds the number two spot in the AI assistant market.
For purchase decisions, shoppers are 2.3 times more likely to use Google Search than ChatGPT, according to data cited by Rand Fishkin, a prominent search industry analyst.
Anthropic CEO Dario Amodei previously emphasized the need for significant investment in compute resources to meet escalating demand and advance AI development.
Source: Search Engine Journal
