GPU shortage goes global
Aasim called the GPU shortage a global crisis, saying AWS/Azure/Google Cloud are sold out and pointing to Render Network as a decentralized GPU access option. The post captures continued supply constraints and alternative marketplace narratives. (x.com)
Render Network announced its customer-facing compute brand Dispersed at Breakpoint 2025 in December 2025, pitching a decentralized GPU marketplace for AI workloads. (solanacompass.com) (solanacompass.com) Dispersed’s website states an industry estimate that roughly 40% of global GPU capacity sits idle and advertises up to “90% savings potential” versus incumbent cloud providers. (dispersed.com) (dispersed.com) Independent cloud-cost research firms report volatile availability and pricing for high-end GPU instances across hyperscalers, with Cast AI calling cloud GPU pricing and availability “highly volatile” in its 2025/2026 analysis. (cast.ai) (cast.ai) A February 2026 availability analysis showed H100-class cloud instances have elevated interruption and queue dynamics—Thundercompute flagged H100 (p5) interruption bands around 15–20% and described capacity as “scarce” with queues common. (thundercompute.com) (thundercompute.com) NVIDIA publicly pushed back on industry “sold out” narratives in September 2025, posting on X that reports claiming H100/H200 were sold out were “erroneous” and asserting it could satisfy new orders. (tomshardware.com) (tomshardware.com) Market reporting and decentralized-net analyses show rapid uptake of DePIN-style offerings: one industry piece reported Render Network GPU demand climbing ~200% and cited a network footprint of roughly 12,000 active GPU nodes with high utilization. (blocklr.com) (blocklr.com) Multiple outlets covering the Dispersed launch named pilot customers including OTOY Studio and Scrypted that are preparing production workloads on the network. (depocrypto.com) (depocrypto.com) Vendor guides for startups surfaced alongside these shifts—Runpod published a July 2025 playbook on avoiding GPU scarcity and Spheron published a March 2026 guide for getting H100 access without enterprise contracts. (runpod.io) (runpod.io)
