SkyPilot

“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.”

“SkyPilot has helped us in both reducing costs and increasing productivity. ML engineers can run training across any number of GPUs and service providers via a single terminal, without copying any data or setting up environments. Infra engineers are the biggest winners — SkyPilot saves them tens of hours per week.”

“SkyPilot has significantly reduced infra management workload for us by unifying multi-cloud orchestration and making it easily programmable.”

“Skypilot is pretty nice actually... I must admit even as a die hard slurm guy.”

“Previously, the ML infra team was pinged daily on issues like 'Why is the job not being scheduled?', 'Why is scheduling taking so long?', 'Why did my job fail?', 'Why are my dependencies not installing correctly?' etc.With SkyPilot we rarely get pinged. It just works!”