L5 · GPU Cloud & NeoCloud
GPU Cloud & NeoCloud — Frequently Asked Questions
The compute tap: who rents GPUs by the hour — CoreWeave, Lambda, Crusoe, Together, Fireworks.
What is the GPU Cloud & NeoCloud topic on aiinframap?
GPU Cloud & NeoCloud sits on layer L5 of the AI physical-infrastructure stack. L5 covers the *delivery layer* of AI compute: independent GPU clouds (CoreWeave, Lambda, Crusoe, Nebius), inference-as-a-service (Together, Fireworks, Anyscale, Replicate), and edge inference networks (Cloudflare Workers AI). Boundary: L4 sells the shell + power; L5 sells GPU-hours / tokens / requests; L7 sells weights. Anchor companies: CoreWeave, Lambda, Crusoe Energy, Nebius, Together AI, Groq.
How big is the GPU Cloud & NeoCloud market?
Market size estimate is generated by the market module and may not yet be populated for this topic. See /topic/gpu-cloud-neocloud/market when available.
Who are the top companies in GPU Cloud & NeoCloud?
aiinframap currently tracks 10 active companies in this topic. Names include: Lambda, Crusoe, Nebius Group, Together AI, Fireworks AI. Full list: /topic/gpu-cloud-neocloud/companies.
How does aiinframap track companies in GPU Cloud & NeoCloud?
Companies are tracked through five evidence axes — talent signals (job postings + specialties), business signals (funding / partnerships), product launches, capex disclosures, and customer wins. See /topic/gpu-cloud-neocloud/companies for the active company set and /topic/gpu-cloud-neocloud/strategy for the synthesised outlook.
Where is GPU Cloud & NeoCloud headed in the next 12 months?
Strategic outlook is generated by the strategy module. See /topic/gpu-cloud-neocloud/strategy for the current narrative and inflection-point watch list.
How fresh is aiinframap data on GPU Cloud & NeoCloud?
Business + talent signals refresh daily via SEC EDGAR / LinkedIn / Greenhouse / Crunchbase collectors. Business modules regenerate weekly. Last-updated timestamps are visible on every public page.
Can I get this data via API?
Yes — JSON endpoints: /api/v1/topics/gpu-cloud-neocloud (topic-level), /api/v1/companies/<slug> (per-company), /api/v1/tools/<layer>/<slug> (per-tool). All free, no auth required, cacheable.
Where can I get weekly updates on GPU Cloud & NeoCloud?
aiinframap Weekly newsletter ships every Friday with topic-specific lead stories, top signals, and hiring radar. Subscribe at /weekly.