Nvidia Servers

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Nvidia CEO Jensen Huang shows off the Vera Rubin chip system. Getty Images
AI Infrastructure

Why GPU Server Prices Are Unpredictable

By Phoebe Liu · Jun 30, 2026 3:05pm PDT
Soaring demand for a limited supply of memory chips and other components has quickly pushed up prices for the Nvidia AI servers those chips go into, particularly over the last few months. That’s made it more difficult for cloud providers that buy the servers to create budgets and predict future costs, and has prompted many of them to raise... Soaring demand for a limited supply of memory chips and other components has quickly pushed up...
Fireworks AI CEO and co-founder, Lin Qiao. Photo via Getty
Exclusive

AI Cloud Startup Fireworks Discusses $4 Billion Valuation Deal With Lightspeed, Index

By Sri Muppidi · Jul 28, 2025 4:41pm PDT · 1 comment
Fireworks AI, part of a new class of cloud providers that rents out Nvidia chip servers to developers that use artificial intelligence models, is in talks to raise capital at a $4 billion valuation including the investment, more than seven times its valuation from a year ago, according to two people familiar with the fundraise. New investors... Fireworks AI, part of a new class of cloud providers that rents out Nvidia chip servers to...
Together AI, Lambda Extend Funding Rush; Singapore to Back Wiz
Dealmaker

Together AI, Lambda Extend Funding Rush; Singapore to Back Wiz

By Natasha Mascarenhas and Sri Muppidi · Nov 21, 2024 4:47pm PST
We’ve spent more than a year covering back-to-back financings of artificial intelligence startups. There’s no sign that trend is letting up, at least for startups that compete with major cloud providers by renting out servers with chips made by Nvidia, whose quarterly earnings report this week showed the AI party is still going strong.Together... We’ve spent more than a year covering back-to-back financings of artificial intelligence...
Photo via Getty
AI Infrastructure

Why Amazon and Microsoft Are Taking Communities’ Side Against Utilities

By Ann Davis Vaughan · Sep 13, 2026 7:00am PDT
Amazon, Microsoft, Oracle and other AI data center developers are sweetening financial offers to municipalities and regulators to gain approval for new facilities. They’re also getting smarter about standing up for consumers against utilities that have proposed to make the public pay for some of the cost of handling new electricity loads.The... Amazon, Microsoft, Oracle and other AI data center developers are sweetening financial offers to...
Art by Clark Miller.
Dealmaker

Boom Times for Inference Providers?

By Laura Mandaro and Stephanie Palazzolo · May 26, 2026 5:31pm PDT · 2 comments
Less than a year ago, our reporters kept hearing doubts about a group of startups called inference providers. Companies like Fireworks, Baseten and Together AI, which rent out Nvidia servers to app developers and help them customize open-source models, had grown quickly but seemed at risk of getting steamrolled by major cloud providers that... Less than a year ago, our reporters kept hearing doubts about a group of startups called...
Photo via Getty
AI Agenda

Why Research Talent Still Costs So Much

By Stephanie Palazzolo · Jan 9, 2025 7:20am PST
One of the rarest resources in artificial intelligence—perhaps even more than Nvidia servers or training data—is the people who make it. Founders tell me that the shortage of talent that can develop and improve language and vision models is still extreme, two years into the conversational AI boom.That’s demonstrated by recent developments at... One of the rarest resources in artificial intelligence—perhaps even more than Nvidia servers or...