Anthropic Reportedly Locks Up $3.4 Billion of Power Generators for Future AI Data Centers

The AI race is turning into a race for electricity. The Financial Times reports that Anthropic made a roughly $3.4 billion deal to secure orders for gas-powered generators that would put out about 1.7 gigawatts. That’s enough to run a large cluster of data centers, or a good-sized city’s worth of homes.

According to the reporting, the deal came together in September and only surfaced on November 8. Anthropic didn’t buy the supplier. It took over existing generator orders from Texas-based OnePWR Solutions. Reuters noted that neither company had publicly confirmed it, so treat the details as reported, not official.

Why does this matter? Chips get the headlines, but power is the bottleneck. Grid connections can take years, and communities are already pushing back on data centers over electricity bills. Buying your own generation is a way to skip the line, and a few AI labs have been exploring similar moves. It’s also a bit awkward from a climate point of view, since these are gas units, just as COP31 opens this week.

There’s a political angle, too. Democrats are reportedly drafting bills on data-center electricity costs ahead of a possible shift in Congress in January, so deals like this will get scrutiny.

The same roundups show Apple’s new CEO pushing faster AI work and DeepSeek’s agent platform reportedly hitting 1.54 million daily users. All of it points the same way: the winners may be decided by who can plug in the most machines.