How is Databricks pricing calculated?+
Databricks charges in DBUs, billed per second: cost = DBUs consumed × the rate per workload type. For classic compute, cloud infrastructure is billed separately by your cloud provider and commonly accounts for 50-70% of total spend. Serverless SKUs bundle infrastructure into one rate.
What is a DBU (Databricks Unit)?+
A DBU is Databricks' standardized unit of processing capability, consumed per hour and billed per second. Each instance type has a DBU rating; a cluster consumes the sum of its driver and worker ratings. Rates vary by workload, tier, cloud and region. Jobs Compute is far cheaper per DBU than All-Purpose Compute.
How much does Databricks cost per month?+
Small exploratory teams: a few hundred dollars. Mid-size production deployments: typically $2,000-$10,000/month including infrastructure. Large enterprises: $100,000+/month. The biggest variable is how much work runs on All-Purpose Compute instead of Jobs Compute.
Does this calculator include cloud infrastructure (VM) costs?+
Optionally, yes. The adjustable infrastructure factor (default +70%) is applied to non-serverless DBU fees, reflecting that VMs, storage and networking billed by your cloud provider commonly add 50-100% on top of the Databricks invoice.
How much can I save on Databricks costs?+
Typically 25-50% through right-sizing, idle-compute elimination, All-Purpose to Jobs migration, Photon tuning and SQL warehouse optimization. Revefi customers have reduced cloud data costs by up to 70% with automated AI-driven optimization.
How does Revefi reduce Databricks costs?+
Revefi's AI DBA runs specialized agents over a read-only, metadata-only connection: continuous idle and over-provision detection, automated right-sizing, job and query efficiency diagnostics, Photon usage analysis and DBU cost attribution, live in about 5 minutes with no code changes.
