Idle deployments cost nothing on Karman, but a slow cold start used to make scale-to-zero a trade-off. Not any more.
Weights now stream from regional cache directly into GPU memory while the container starts, so the first request is served in 3.6 seconds on average.
Who benefits most
Teams with bursty traffic — internal tools, agents and batch jobs — see the largest savings.