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Topic

GPU cloud

Companies that rent GPU compute capacity by the hour or under long-term contract instead of selling hardware to end users.

Current stories

productConfirmed6 publishers

Modal counts $300 million a year from containers where AI agents run code

Modal raised $750 million in a Series D led by Accel at a $15.75 billion valuation, with annualized revenue above $1 billion. Modal says nearly a third of that revenue comes from Sandboxes, its containers for agents and the code they write.

Perspective Coverage

6 publishers
Builder
Builder 34%
Operator
Operator 21%
Investor
Investor 45%

Reality

Evidence50
Adoption55
Hype gap+25
Incentives70
Confidence65
investOne report1 publisher

JPMorgan and Goldman raise yields on Volta's $5 billion AI loan to as much as 11.75%

JPMorgan and Goldman Sachs raised yields on Volta's $5 billion unrated AI loan to about 11.21%-11.75% after weak demand, Crypto Briefing reported. The banks only have to try to sell the $3.712 billion GPU tranche, so its fate will show whether that price clears.

Reality

Evidence40
Adoption
Not scored
Hype gap
Not scored
Incentives
Not scored
Confidence50
investConfirmed3 publishers

Scaleway to build AI supercomputer in Sweden on AMD chips, its first outside France

Scaleway, the French cloud company, will build a supercomputer on AMD MI355X chips in Sweden, its first site outside France. European AI teams gain a commercial alternative to Nvidia hardware, and AMD gains a reference customer whose order size is unknown.

Perspective Coverage

4 publishers
Builder
Builder 25%
Operator
Operator 38%
Investor
Investor 37%

Reality

Evidence50
Adoption
Not scored
Hype gap+25
Incentives70
Confidence62
buildOne report1 publisher

GMI Cloud offers a free week of Alibaba's Qwen and Wan models to sell its inference API

GMI Cloud is giving developers seven days of free access to Alibaba's Qwen3.8-Max, Qwen3.8-Flash and Wan3.0 via an OpenAI-compatible API. For a company built on renting GPU capacity, the week tests whether developers will take its inference service as an API.

Publishers:runtimewire.com

Reality

Evidence50
Adoption
Not scored
Hype gap+5
Incentives70
Confidence55
buildConfirmed2 publishers

Cognition reports 4.8x token throughput on Nvidia Vera Rubin in its own coding-agent test

Cognition says its SWE-2 model produced up to 4.8 times more total token throughput on Nvidia's Vera Rubin NVL72 than on GB200, in a test on CoreWeave. The company-run result points to more agent capacity per system, but whether long coding tasks get cheaper depends on what the new systems cost per hour.

Reality

Evidence40
Adoption30
Hype gap+35
Incentives85
Confidence60
productOne report1 publisher

Lambda's planned Oklahoma data center would shed computing load at grid peaks

Lambda plans a Chouteau, Oklahoma data center meant to cut some computing at peak grid demand, alongside a roughly $500 million, ten-year tax pledge. Teams renting its GPUs need to know whose jobs get dialed back before they place live workloads there.

Reality

Evidence40
Adoption
Not scored
Hype gap+15
Incentives70
Confidence35
leadershipOne report1 publisher

Anthropic can exit Nscale deployments without liability if delivery misses its deadlines

Nscale's New York listing filing counts a $44.6 billion Anthropic agreement in a $103.4 billion contract book, and the filing says the company had not secured binding financing for it. First-half revenue was $140.6 million.

Publishers:theminermag.com

Reality

Evidence70
Adoption20
Hype gap+40
Incentives78
Confidence64
investOne report1 publisher

Nscale's last round priced $14.6bn before half of its $103bn backlog existed

Nscale added OpenAI's Fidji Simo to a board that already seats Sheryl Sandberg and Nick Clegg while it raises up to $3.5bn ahead of a September IPO, about $2bn of that coming from its GPU supplier Nvidia.

Reality

Evidence22
Adoption45
Hype gap+30
Incentives78
Confidence30