Nvidia Invests Up to $3 Billion in Lancium as Amazon Backs 7.65GW Texas Plant
Major AI hyperscalers are steering billions into Texas power projects as data-center demand strains grid capacity. Nvidia has committed up to $3 billion in Lancium, a power infrastructure developer with four gigawatts already under contract in Texas and ties to the Stargate campus; Techmeme reporting sourced to The Information describes $2 billion upfront plus $1 billion contingent on performance thresholds. Amazon is investing in a gas-fired plant of up to 7.65 gigawatts to support a West Texas data center in Pecos County, with The Decoder citing potential annual emissions of 33 million tons of CO₂ that could make it the dirtiest plant in the country. Together the moves show energy delivery, not silicon alone, shaping where AI capacity can land, though final plant scale, timelines, and pollution rankings remain framed with qualifiers in public coverage.
Nvidia Invests Up to $3 Billion in Lancium as Amazon Backs 7.65GW Texas Plant
Nvidia is investing up to $3 billion in Lancium, a power infrastructure developer that already has four gigawatts under contract in Texas. Amazon, meanwhile, is building a gas-fired power plant in the state with a capacity of up to 7.65 gigawatts that could emit 33 million tons of CO₂ per year, making it the dirtiest in the country.
Key takeaway
Localized power capacity and reliable grid delivery are emerging as strategic constraints for AI infrastructure on par with GPU access.
What happened
Nvidia is investing up to $3 billion in Lancium, a Texas power infrastructure developer that already has four gigawatts under contract in the state, according to The Decoder and corroborating trade coverage. Techmeme cites The Information reporting that Nvidia agreed to $2 billion upfront for Lancium, the Stargate campus power developer, plus $1 billion more if it hits certain thresholds.
Amazon is building a gas-fired power plant in Texas with capacity of up to 7.65 gigawatts to support its data center expansion, including a West Texas site in Pecos County. The Decoder reports the plant could emit 33 million tons of CO₂ per year, making it the dirtiest in the country, while the New York Times and The Verge describe it as potentially the most polluting single U.S. power plant tied to a data center.
Evidence
Nvidia is investing up to $3 billion in Lancium, which has four gigawatts under contract in Texas.
The Decoder · attributed
Nvidia is investing up to $3 billion in Lancium, a power infrastructure developer that already has four gigawatts under contract in Texas.
Nvidia agreed to $2 billion in Lancium plus $1 billion contingent on thresholds for the Stargate campus.
Techmeme · attributed
Sources: Nvidia agrees to invest $2B in Lancium, the power infrastructure developer of the Stargate campus in Texas, plus $1B more if it hits certain thresholds (The Information)
Amazon is backing a Texas gas plant of up to 7.65 gigawatts that could emit 33 million tons of CO₂ annually.
The Decoder · attributed
Amazon, meanwhile, is building a gas-fired power plant in the state with a capacity of up to 7.65 gigawatts that could emit 33 million tons of CO₂ per year, making it the dirtiest in the country.
Amazon is investing in a natural-gas plant adjacent to its new Texas data center despite climate commitments.
NYTimes Technology · attributed
The tech giant is investing in the natural-gas-burning power plant as part of a huge data center in Texas, even as it pledges to honor climate commitments.
Amazon's Pecos County gas plant could become one of the largest single U.S. greenhouse-gas producers.
The Verge AI · attributed
Amazon is investing in a new gas-burning power plant in Pecos County, Texas, to support its expanding data center operations. This facility could become one of the largest single producers of greenhouse gases in the United States
Nvidia's up to $3 billion investment targets a Blackstone-backed power firm behind Stargate.
The Information AI · attributed
Nvidia to Invest Up to $3 Billion in Blackstone-Backed Power Firm Behind Stargate - The Information
Why it matters
Hyperscaler capital is shifting AI deployment planning from compute-centric scaling toward securing on-site or co-located generation, which may reshape site selection, grid interconnection risk, and public scrutiny of cloud climate pledges.
Limits and uncertainties
The Information-sourced reporting describes only $1 billion of Nvidia's Lancium commitment as contingent on hitting performance thresholds.
Amazon's plant is described as up to 7.65 gigawatts and its emissions as potentially 33 million tons of CO₂ per year, not finalized figures.
Pollution rankings for Amazon's Texas plant are reported with qualifiers such as could become among the largest single U.S. greenhouse-gas sources.
Practical implications
Builders and operators may need to treat localized energy availability and grid stability as core deployment constraints rather than generic utility costs.
Teams reporting cloud sustainability may face new pressure to account for co-located fossil generation tied to AI data centers.
What to watch
Whether Lancium meets thresholds that would trigger the additional $1 billion Nvidia investment reported by The Information.
Regulatory and public-response signals to Amazon's Pecos County gas plant and its reported emission estimates.
Progress on Stargate campus power delivery tied to Lancium's contracted Texas capacity.
