SkyPilot

“On launch day, we scaled to 10s of billions of tokens per hour without degradation.  SkyPilot is a critical partner in serving all of our models.”

“SkyPilot is one of my favorite tools. I've been using it since 2023 both at work and for my side projects.”

“SkyPilot has been a great tool for saving costs and scaling easily on neoclouds. What used to require weeks of custom setup now takes minutes, giving us seamless access to better GPU availability and pricing beyond just the hyperscalers.”

“GenAI workloads demand new tools to handle everything from dev pods to large training runs, often on different clusters and accelerators. SkyPilot is such a tool that gives us not only these AI-native capabilities but also the flexibility of infra choices. Our large-scale model training has all moved to SkyPilot now.”

“SkyPilot's approach to a unified interface across clouds is the kind of thoughtful abstraction the AI community needs.”

“Skypilot makes prototyping ML workloads incredibly low friction! I can just throw this header at the top of my script, and it'll run automatically.”

“SkyPilot enables us to accelerate and scale our experimentation by seamlessly managing compute resources across clouds and clusters. It abstracts away low-level infrastructure operations, such as provisioning and scheduling, allowing researchers to focus on model development and evaluation.”

“SkyPilot simplifies job submission to kubernetes, reducing yaml burden for users to contend with. Open source, growing fast in adoption. We expect the market to consolidate around a few approaches [...] and SkyPilot for those running in multi-cloud scenarios.”

“We've been using SkyPilot since the early days of the company, for over 2 years. Great software + team, highly recommend :)”

“As we scaled, we needed to onboard new GPU vendors like Nebius for additional GPU capacity. SkyPilot Platform made it super easy for our AI team to start training foundation models on new infrastructure from day one, with built-in GPU health monitoring, no Kubernetes expertise needed.”

“We were fortunate to work with SkyPilot at Eigen AI and were incredibly impressed—not only by how much easier the product made it to run AI workloads across fragmented compute, but also by the technical depth, speed, and customer focus of the team behind it.”

“SkyPilot powers all of our Physical AI workloads — from robotics data processing to research projects — across our entire GPU fleet. With SkyPilot, our researchers move fast without being bogged down by infrastructure.”

“SkyPilot is now our standard AI infrastructure layer, powering all our training and enabling us to scale online RL to 2,000+ GPUs on K8s, previously impossible on Slurm.”

“Hundreds of researchers sharing thousands of Blackwell GPUs across hyperscalers and neoclouds was a full-time platform team's problem. With SkyPilot Platform, it runs itself - quotas, policies, and a dashboard instead of a queue of tickets.”

“Moving from SLURM to SkyPilot was a strong win for us. A unified next-gen platform to manage all our clusters means we can scale GPUs exactly when we need them without lock-in.”

“SkyPilot is one of the best training orchestrators I’ve used. Easy to setup, light weight to use and configurable in just the right places.”

“We have been using SkyPilot at Unconventional AI to scale very quickly. It has been amazing experience. So much pain removed, quick and easy ways to launch large jobs quickly. SkyPilot has also been so responsive to us, their platform gets better daily. Strongly recommend!”

“Some really cool (programming) tech that I think are underrated right now and that have proven very useful to me this year: SkyPilot!”

“We originally spent some time investing in our own home-grown GPU scheduling solution, but SkyPilot gave us all of those features and more out of the box - gang scheduling, multi-node jobs, SSH access - in a unified interface across all our clouds. Scaling to new GPU clusters now takes minutes instead of weeks, and our researchers launch 1000s of jobs across all our clouds in seconds.”

“SkyPilot provides a flexible orchestration layer that adapts to Nubank's infrastructure and operational requirements, rather than constraining us to a rigid platform. Equally valuable is the strength of the SkyPilot community and the responsiveness of its support. Together, these have made SkyPilot a foundational part of how we run AI workloads at scale.”