VRAM headroom verified before boot. Stops out-of-memory risks at ₹0 cost before billing begins.
Scans 12+ cloud brokers (AWS, GCP, Azure, RunPod, Vast.ai, Lambda Labs) every 60 seconds. Places your container on whichever certified GPU spot instance is cheapest.
If a remote cloud spot instance suffers preemption or price surge, our engine instantly checkpoints, migrates to an alternative provider, and resumes without losing progress.
Datasets and weights live on Cloudflare R2 with free egress. No recurring monthly subscriptions; prepaid credits never expire. You only pay for exact training minutes.