Anthropic Secures $3.4 Billion Deal for Gas-Powered Data Centers

According to LB.ua citing the Financial Times, AI developer Anthropic has finalized a massive $3.4 billion agreement to acquire gas engines and generators to power its data centers. This procurement marks the largest known single equipment purchase for power generation by an artificial intelligence developer, as tech companies actively enter the energy sector to secure scarce infrastructure.

In late September, the company acquired obligations from OnePWR Solutions for the delivery of high-capacity generators totaling 1.7 gigawatts. While Anthropic did not acquire OnePWR as a whole, the transaction included securing the engineering and construction capabilities required to install the generation equipment. Sources familiar with the matter confirmed that no OnePWR employees transferred to Anthropic.

Navigating Infrastructure Bottlenecks

Conventionally, artificial intelligence developers rely on municipal utilities and specialized energy companies to provide electricity. However, soaring demand for data center power has created severe bottlenecks, with production and delivery lead times for gas turbines and generators stretching for years.

• The OnePWR Deal: $3.4 billion for 1.7 GW of power generation capacity.
• Strategic Commitments: Anthropic has outlined nearly $900 billion in computing obligations through 2045, spanning chips, energy, land, and data centers.
• Industry Comparisons: SpaceX-backed xAI purchased $2 billion in mobile gas turbines, while Alphabet acquired energy developer Intersect in late 2025.

Shifting Tech Industry Strategy

This direct acquisition strategy reflects a broader push by tech giants to secure operational control over critical infrastructure. Anthropic is also a major client of SpaceX, with monthly computing rental payments expected to reach $3.1 billion by the end of the year. Procuring generation assets directly helps insulate the company from grid supply disruptions and reduces reliance on external providers.