Fine-tune on a schedule
A job that runs nightly needs a GPU for the hour it runs, not for the day around it. Per-second metering makes the difference the whole business case.
A nightly job needs a GPU for the hour it runs. Most billing makes you pay for the day around it.
Why it is hard
Hourly rounding eats the job
A forty minute run billed to the hour is half waste. Billed to the day, it is almost all waste, and the ratio gets worse as the job gets faster.
Keeping it warm costs more than the work
The usual workaround is leaving the machine up between runs, which turns a scheduling problem into a permanent line item.
The bill is hard to attribute
When one machine serves several scheduled jobs, working out which one is expensive means reconstructing it from timestamps.
What answers it
Metered by the second
Forty minutes bills forty minutes. The arithmetic is exact rather than rounded, held in a euro ledger to six decimal places.
Nothing runs between runs
Stop the container and the meter stops with it. There is no warm state to pay for because there is no warm state.
Each run is its own line
Every rental is a separate entry with its own start, stop and rate, so the expensive job is the one with the large number next to it.
How billing works
per second, to the microeuro · no minimum · no egress fee · idle costs nothing
Metering starts when the container does and stops when it stops. The rate is frozen the moment you match, so a provider re-pricing cannot change a running rental, and an aborted run costs what it used.
What you use from Kracht
Related jobs
- ComputeTrain a model without buying hardwareTake an H100 for the length of a training run and give it back. No reservation, no minimum, and no card sitting idle between experiments.Read the job
- ComputeServe inference when traffic spikesAdd capacity for the hours you need it and stop paying when the spike passes. Nothing continues to bill after the container stops.Read the job
- ComputeRun a lab with no capital budgetTurn a hardware purchase into a line item you can stop. Useful when the grant is annual and the experiment is not.Read the job