Understand and optimize spend across SQL warehouses, jobs, pipelines, and clusters.

Making Databricks management effortless for hundreds of companies
PerfectScale for Databricks
Spend less on Databricks compute
PerfectScale shows Databricks teams where every DBU goes and which workloads can be optimized without affecting performance.
Get automated savings and insights
Identify oversized clusters, underused SQL warehouses, and inefficient workloads without affecting performance.
Understand every DBU
Break down spend across jobs, pipelines, warehouses, clusters, and workloads to find your biggest cost drivers.
Allocate resources flexibly
Assign workloads and costs to teams, projects, or departments, then set budgets for each group.

Avoid surprise spend
Detect spend anomalies automatically and route alerts to the destination where your team already works.
PerfectScale makes important cost data readily accessible. I pull it up during engineering design reviews so we can evaluate cost impact and projections as part of the decision.
Douglas Zickuhr, Senior Data Platform Engineer at Personio
Optimize Databricks at every layer
Move from high-level spend trends to the workloads and actions that produce measurable savings.

We finally got visibility into all the jobs driving consumption and, in many cases, could simply turn them off after talking with the right business stakeholders.
Rory Vigus, Senior Data Engineer at Synthesia
Out-of-the-box integrations with your whole data stack
Connect popular data, observability, and workflow tools for richer cost attribution and a complete view of asset cost.
The weekly spend digest in Slack lets me start high level, drill into the workloads behind a cost spike, and remediate them before they become a bigger issue.
Michael Revelo, Manager of Data and Analytics Engineering at ClickUp
Built for and proven by businesses of all sizes
PerfectScale for Databricks
Get up and running in less than 15 minutes
Connect your data platform and immediately understand cost drivers, anomalies, and savings potential.


