Ep. 033 - ClusterMAX 3.0 Is Here! Neoclouds Ranked (Neoclouds, GPUs) | Sam Harshe, Pratt Bhatt, Jordan Nanos

The neocloud industry faces significant challenges in reliability, performance, and security as providers scale to meet massive GPU demand. Current testing reveals that many managed cluster providers struggle with basic health checks, often implementing flawed systems that interfere with workloads rather than remediating them. Networking and storage configurations remain inconsistent, frequently requiring custom tuning to avoid performance bottlenecks. Beyond technical hurdles, the rapid expansion of the sector—underpinned by billions in NVIDIA-backed capital—highlights a critical need for standardized service-level agreements to manage risks like downtime and contract cancellation. While agentic coding tools assist in debugging these complex systems, they also introduce new security vulnerabilities, necessitating more rigorous infrastructure management. As the industry shifts toward hosted training and inference, the ability to deliver robust, out-of-the-box performance will define the next generation of market leaders.