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.
Google released Gemini Omni 1.1 Flash on 27 August 2026, the production version of its generative video model, and the headline change is output above 720p. The model now accepts resolution values of 360p, 720p, 1080p and 4K, extends an existing clip in ten-second increments to a cumulative forty seconds, and interpolates footage between a start frame and an end frame you supply. It is paid-tier only, billed on output tokens at a rate Google states as 5,792 tokens per second of 720p video — roughly $0.10 per second — with a 360p draft tier at a third of that cost and up to 60% faster. This breakdown covers exactly what shipped, why the 1080p and 4K figures are documented as upscales rather than native renders, how the token billing compares against Veo 3.1, which surfaces the model is live on today, and the limitations list that blocks editing uploaded video for users in the UK, the EEA and Switzerland.
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