Microsoft (MSFT) has taken a bold step in the race for artificial intelligence (AI) infrastructure. The company signed a deal with Nebius, an AI-focused infrastructure provider, valued between $17.4 billion and $19.4 billion over five years. This agreement, one of the largest of its kind, shows how fast demand for AI computing is growing and highlights Nvidia as a major beneficiary.
A Deal That Turns Heads
The contract between Microsoft and Nebius will supply Microsoft with advanced GPU-powered computing infrastructure. Deliveries will begin in late 2025 and are expected to continue for at least five years. The deal includes an option for Microsoft to expand capacity, raising the value from $17.4 billion to as much as $19.4 billion.
This agreement reflects the massive appetite for computing power created by AI models and applications. Training and running these systems requires huge numbers of high-performance GPUs. By choosing Nebius as a supplier, Microsoft ensures it has what it needs to compete with Amazon and Google in the cloud and AI markets.
The announcement had an immediate impact on financial markets. Nebius’ shares soared over 40% after the news, and it is the highest since the company’s founding. This shows how excited investors are about its role in the booming AI ecosystem.

Nebius: A Rising Infrastructure Player
Nebius is a relatively new name in the global AI infrastructure market. Based in Amsterdam, it emerged from a spin-off of Yandex’s international operations. The company calls itself a “neocloud” provider. This means it offers GPU-focused infrastructure tailored for AI workloads.
The Microsoft deal transforms Nebius almost overnight into one of the most important players in this space. The agreement not only guarantees billions in revenue but also enhances Nebius’ profile with future partners.
The company plans to raise $3 billion more. They will use financing tools like convertible notes and stock offerings. These funds will help expand data centers and strengthen infrastructure. They aim to meet the demand from the new partnership with Microsoft.
This expansion is critical. AI adoption continues to accelerate, and the world’s largest companies are competing to secure reliable access to GPUs. Nebius, with Microsoft as a customer, has demonstrated its ability to deliver capacity on a massive scale.

Nvidia: The Silent Winner
While Microsoft and Nebius signed the contract, Nvidia also emerged as a big winner. Nebius’ infrastructure relies heavily on Nvidia’s GPUs, which are the most widely used chips for training and running AI models.
For Nvidia, this deal means billions of dollars in new demand for its products. Nebius will need to scale up its GPU purchases significantly to meet the contract requirements. In addition, Nvidia already owns a stake in Nebius, giving it a direct interest in the company’s success.
This development strengthens Nvidia’s dominance in the AI chip market. Despite competition from rivals such as AMD and Intel, Nvidia remains the go-to choice for large-scale AI infrastructure. The Microsoft–Nebius deal is another sign that Nvidia’s chips will remain central to AI growth for years to come.
Microsoft’s Strategy: Growth Without Heavy Spending
One of the most interesting aspects of this deal is what it says about Microsoft’s strategy. Rather than building all the data centers it needs on its own, the giant tech is turning to specialized providers like Nebius. This approach allows the company to expand its AI infrastructure faster and at a lower upfront cost.
Microsoft lowers financial risk by outsourcing a lot of capital expenses to Nebius. This way, they still get vital GPU capacity. Nebius will handle the heavy lifting of financing, building, and managing new data centers.
Microsoft, in turn, locks in the resources it needs to scale AI services such as Azure OpenAI without waiting years for in-house construction.
Shaking Up the AI Infrastructure Game
The agreement between Microsoft and Nebius reflects a larger shift in the way AI infrastructure is being built. Instead of relying solely on in-house resources, tech giants are increasingly forming partnerships with focused infrastructure providers. This approach has several implications:
- Faster scaling: Partnerships help companies like Microsoft quickly boost AI capacity. This method avoids the delays of constructing new facilities from the ground up.
- Capital efficiency: Outsourcing big projects saves resources. Companies can then invest in software, apps, and customer services.
- Industry growth: Deals of this size validate the role of new players like Nebius and give them the financial backing to expand further.
The AI Gold Rush: Billions Flowing Into GPUs
The Microsoft–Nebius deal fits into a fast-growing AI infrastructure market. Global spending on AI chips and cloud capacity is projected to exceed $200 billion by 2030, up from about $45 billion in 2024. One report even forecasted it to grow up to $400 billion by the decade’s end.

Demand for GPUs is expected to grow at an annual rate of 25–30%, driven by generative AI adoption. Analysts forecast that “neocloud” providers like Nebius could capture up to 15% of AI infrastructure contracts by 2030.
Nvidia, already holding more than 80% of the AI GPU market, is likely to remain the dominant supplier as demand surges worldwide.
At What Cost? AI’s Carbon and Energy Footprint
While the $19B Microsoft–Nebius deal reflects rapid AI growth, it also raises questions about sustainability. Training and running AI models need a lot of computing power. This means they also use a lot of energy.
Recent studies estimate that training a single large language model can emit over 500 metric tons of CO₂—equivalent to the lifetime emissions of several cars. Below is a comparison of the energy use and carbon footprint of the top LLMs used today.

Data centers powering AI workloads already account for about 1.5% of global electricity use, and this could rise to 4% by 2030 as AI adoption surges. Much of this demand comes from GPUs, which consume far more power than traditional processors. Companies like Microsoft are under pressure to balance growth with environmental responsibility.
This means:
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Investing in renewable energy
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Improving data center efficiency
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Exploring low-carbon infrastructure solutions
If the sector keeps going as it is, AI might turn into a big source of carbon emissions in tech. Major energy efficiency breakthroughs are needed to change this.
- INTERESTING READ: ChatGPT, Gemini, and DeepSeek Are on an AI Race – But at What Climate Cost? A Comparison
Why Everyone Wins in This AI Mega-Deal
The $19 billion deal between Microsoft and Nebius marks a turning point in the AI infrastructure market. It gives Microsoft the capacity it needs to compete in the fast-moving AI race. It elevates Nebius from a growing player to a global force in cloud infrastructure. And it confirms Nvidia’s role as the backbone of AI computing, benefiting directly from the demand for GPUs.
As demand for AI continues to rise, more deals like this are likely. Microsoft’s partnership with Nebius may be one of the biggest so far, but it is unlikely to be the last. The AI race is just beginning, and infrastructure providers, chipmakers, and cloud giants will all play critical roles in shaping its future.
- FURTHER READING: Study Shows How AI Can Cut Over 5 Billion Tons of Carbon Emissions in 3 Key Sectors
The post Microsoft Signs $19 Billion AI Deal With Nebius: Nvidia Scores Big as GPU King appeared first on Carbon Credits.
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Finding Nature Based Solutions in Your Supply Chain
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How Climate Change Is Raising the Cost of Living
Americans are paying more for insurance, electricity, taxes, and home repairs every year. What many people may not realize is that climate change is already one of the drivers behind those rising costs.
For many households, climate change is no longer just an environmental issue. It is becoming a cost-of-living issue. While climate impacts like melting glaciers and shrinking polar ice can feel distant from everyday life, the financial effects are already showing up in monthly budgets across the country.
Today, a larger share of household income is consumed by fixed costs such as housing, insurance, utilities, and healthcare. (3) Climate change and climate inaction are adding pressure to many of those expenses through higher disaster recovery costs, rising energy demand, infrastructure repairs, and increased insurance risk.
The goal of this article is to help connect climate change to the everyday financial realities people already experience. Regardless of where someone stands on climate policy, it is important to recognize that climate change is already increasing costs for households, businesses, and taxpayers across the United States.
More conservative estimates indicate that the average household has experienced an increase of about $400 per year from observed climate change, while less conservative estimates suggest an increase of $900.(1) Those in more disaster-prone regions of the country face disproportionate costs, with some households experiencing climate-related costs averaging $1,300 per year.(1) Another study found that climate adaptation costs driven by climate change have already consumed over 3% of personal income in the U.S. since 2015.(9) By the end of the century, housing units could spend an additional $5,600 on adaptation costs.(1)
Whether we realize it or not, Americans are already paying for climate change through higher insurance premiums, energy costs, taxes, and infrastructure repairs. These growing expenses are often referred to as climate adaptation costs.
Without meaningful climate action, these costs are expected to continue rising. Choosing not to invest in climate action is also choosing to spend more on climate adaptation.
Here are a few ways climate change is already increasing the cost of living:
- Higher insurance costs from more frequent and severe storms
- Higher energy use during longer and hotter summers
- Higher electricity rates tied to storm recovery and grid upgrades
- Higher government spending and taxpayer-funded disaster recovery costs
The real debate is not whether climate change costs money. Americans are already paying for it. The question is where we want those costs to go. Should we invest more in climate action to help reduce future climate adaptation costs, or continue paying growing recovery and adaptation expenses in everyday life?
How Climate Change Is Increasing Insurance Costs
There is one industry that closely tracks the financial impact of natural disasters: insurance. Insurance companies are focused on assessing risk, estimating damages, and collecting enough revenue to cover losses and remain financially stable.
Comparing the 20-year periods 1980–1999 and 2000–2019, climate-related disasters increased 83% globally from 3,656 events to 6,681 events. The average time between billion-dollar disasters dropped from 82 days during the 1980s to 16 days during the last 10 years, and in 2025 the average time between disasters fell to just 10 days. (6)
According to the reinsurance firm Munich Re, total economic losses from natural disasters in 2024 exceeded $320 billion globally, nearly 40% higher than the decade-long annual average. Average annual inflation-adjusted costs more than quadrupled from $22.6 billion per year in the 1980s to $102 billion per year in the 2010s. Costs increased further to an average of $153.2 billion annually during 2020–2024, representing another 50% increase over the 2010s. (6)
In the United States, billion-dollar weather and climate disasters have also increased significantly. The average number of billion-dollar disasters per year has grown from roughly three annually during the 1980s to 19 annually over the last decade. In 2023 and 2024, the U.S. recorded 28 and 27 billion-dollar disasters respectively, both setting new records. (6)
The growing impact of climate change is one reason insurance costs continue to rise. “There are two things that drive insurance loss costs, which is the frequency of events and how much they cost,” said Robert Passmore, assistant vice president of personal lines at the Property Casualty Insurers Association of America. “So, as these events become more frequent, that’s definitely going to have an impact.” (8)
After adjusting for inflation, insurance costs have steadily increased over time. From 2000 to 2020, insurance costs consistently grew faster than the Consumer Price Index due to rising rebuilding costs and weather-related losses.(3) Between 2020 and 2023 alone, the average home insurance premium increased from $75 to $360 due to climate change impacts, with disaster-prone regions experiencing especially steep increases.(1) Since 2015, homeowners in some regions affected by more extreme weather have seen home insurance costs increased by nearly 57%.(1) Some insurers have also limited or stopped offering coverage in high-risk areas.(7)
For many families, rising insurance costs are no longer occasional financial burdens. They are becoming recurring monthly expenses tied directly to growing climate risk.
How Rising Temperatures Increase Household Energy Costs

The financial impacts of climate change extend beyond insurance. Rising temperatures are also changing how much energy Americans use and how utilities plan for future electricity demand.
Between 1950 and 2010, per capita electricity use increased 10-fold, though usage has flattened or slightly declined since 2012 due to more efficient appliances and LED lighting. (3) A significant share of increased energy demand comes from cooling needs associated with higher temperatures.
Over the last 20 years, the United States has experienced increasing Cooling Degree Days (CDD) and decreasing Heating Degree Days (HDD). Nearly all counties have become warmer over the past three decades, with some areas experiencing several hundred additional cooling degree days, equivalent to roughly one additional degree of warmth on most days. (1) This trend reflects a warming climate where air conditioning demand is increasing while heating demand generally declines. (4)
As temperatures continue rising, households are expected to spend more on cooling than they save on heating. The U.S. Energy Information Administration (EIA) projects that by 2050, national Heating Degree Days will be 11% lower while Cooling Degree Days will be 28% higher than 2021 levels. Cooling demand is projected to rise 2.5 times faster than heating demand declines. (5)
These projections come from energy and infrastructure experts planning for future electricity demand and grid capacity needs. Utilities and grid operators are already preparing for higher peak summer electricity loads caused by rising temperatures. (5)
Longer and hotter summers also affect how homes and buildings are designed. Buildings constructed for past climate conditions may require upgrades such as larger air conditioning systems, stronger insulation, and improved ventilation to remain comfortable and energy efficient in the future. (10)
For many households, this means higher monthly utility bills and potentially higher long-term home improvement costs as temperatures continue to rise.
How Climate Change Affects Electricity Rates
On an inflation-adjusted basis, average U.S. residential electricity rates are slightly lower today than they were 50 years ago. (2) However, climate-related damage to utility infrastructure is creating new upward pressure on electricity costs.
Electric utilities rely heavily on above-ground poles, wires, transformers, and substations that can be damaged by hurricanes, storms, floods, and wildfires. Repairing and upgrading this infrastructure often requires substantial investment.
As a result, utilities are increasing electricity rates in response to wildfire and hurricane events to fund infrastructure repairs and future mitigation efforts. (1) The average cumulative increase in per-household electricity expenditures due to climate-related price changes is approximately $30. (1)
While this increase may appear modest today, utility costs are expected to rise further as climate-related infrastructure damage becomes more frequent and severe.
How Climate Disasters Increase Government Spending and Taxes
Extreme weather events also damage public infrastructure, including roads, schools, bridges, airports, water systems, and emergency services infrastructure. Recovery and rebuilding costs are often funded through taxpayer dollars at the federal, state, and local levels.
The average annual government cost tied to climate-related disaster recovery is estimated at nearly $142 per household. (1) States that frequently experience hurricanes, wildfires, tornadoes, or flooding can face even higher public recovery costs.
These expenses affect taxpayers whether they personally experience a disaster or not. Climate-related recovery spending can increase pressure on public budgets, emergency management systems, and infrastructure funding nationwide.
Reducing Climate Costs Through Climate Action
While this article focuses on the growing financial costs associated with climate change, the issue is not only about money for many people. It is also about recognizing our environmental impact and taking responsibility for reducing it in order to help preserve a healthy planet for future generations.
While individuals alone cannot solve climate change, collective action can help reduce future climate adaptation costs over time.
For those interested in taking action, there are three important steps:
- Estimate your carbon footprint to better understand the emissions connected to your lifestyle and activities.
- Create a plan to gradually reduce emissions through energy efficiency, cleaner technologies, and more sustainable choices.
- Address remaining emissions by supporting verified carbon reduction projects through carbon credits.
Carbon credits are one of the most cost-effective tools available for climate action because they help fund projects that generate verified emission reductions at scale. Supporting global emission reduction efforts can help reduce the long-term impacts and costs associated with climate change.
Visit Terrapass to learn more about carbon footprints, carbon credits, and climate action solutions.
The post How Climate Change Is Raising the Cost of Living appeared first on Terrapass.
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