Run:ai vs Kubernetes vs Slurm: Static Quotas Strand Your GPUs
Idle GPUs are stranded by static quotas, not by the wrong scheduler. Kueue fixes quota borrowing for free; Run:ai earns its $2,600/GPU/year list price only on memory-enforced fractional GPUs or when NVIDIA AI Enterprise already covers it.
September 21, 2026 · 22 min read