InfoWorld’s David Linthicum argues that neocloud providers are the fastest-growing cloud category on record but are failing to explain themselves to enterprise architects. We check the Synergy and ABI Research numbers behind the claim, read CoreWeave’s latest quarter for evidence of enterprise demand, map where GPU clouds fit beside hyperscalers and MSPs, and give buyers a risk register and an evaluation checklist.
Nvidia-backed GPU cloud Lambda is raising up to $4 billion at a $14.5 billion pre-money valuation in its last private round before a planned 2027 listing. We break down the $50 billion backlog, the Anthropic concentration, the debt behind the build-out, how Lambda compares with other neoclouds, and what it means for UK compute buyers.
GMI Cloud’s $668 million round is $223 million of Series B equity led by ARCHIV with NVIDIA participating, plus a $445 million credit facility led by CTBC. We explain why a GPU cloud borrows, compare the split with its 2024 Series A, read the revenue claims closely and place the company among the neoclouds.
GMI Cloud disclosed that its inference platform processes about 4 trillion tokens a week as it announced $668 million in new financing. We convert the figure into tokens per second and per year, compare it with Google, Fireworks and OpenRouter, show why customers overlap, and estimate what the volume could be worth.
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