ml-experiments cost

Pre-fact — estimate a new service

Plug in the spec for a service you're about to add; see its predicted cost.

Instance type

Capacity on-demand spot

Replicas / node count

EBS type EBS GB per node

Disk lifecycle ephemeral (with node) persistent (PVC, full month)

Continuous (24×7) Recurring job (cronjob) One-shot experiment

Boot + Karpenter consolidation overhead: 5%

Pool model dedicated-new-pool share-workload-pool

Base setup cost ($/mo)

Show formula

Start (inclusive) End (exclusive)

By facets.cloud/node-group tag (raw)

⚠️ Data quality gaps

Orphaned EKS managed nodegroup: the live c6a.xlarge node isn't represented in the Facets blueprint. Drives most of EC2 + EBS lines.
Monitoring PVCs missing facetsclusterid: 70 GB gp2 (~$7/mo) escapes env attribution.
Tag activation lag (May 2026): pre-May queries return $0; partial-May undercounts the c6a.xlarge's true hours.