Unravel Data
Databricks optimization platformsAI-driven optimization platform for Databricks, Snowflake and BigQuery covering cost visibility, chargeback, budgets and job and cluster tuning.
Databricks cost tools directory
21 tools that help you see, control and cut Databricks spend, from Databricks' own built-in features to third-party optimizers. Each one was checked on the vendor's own site on October 16, 2026.
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Databricks optimization platforms
Products that analyze Databricks jobs, clusters and warehouses and recommend or apply changes to cut spend.
Flexera One Data Cloud Optimization
Databricks optimization platformsDatabricks and Snowflake cost visibility, allocation, budgets, anomaly detection and right-sizing recommendations inside Flexera One.
Formerly Chaos Genius (acquired by Flexera, January 2026)
Seemore Data
Databricks optimization platformsCost attribution, anomaly detection and automated SQL warehouse optimization for Databricks, built on its Snowflake product. Databricks support is in beta.
Databricks support in beta / early access
Capital One Slingshot
Databricks optimization platformsCapital One Software's cost tool for Snowflake and Databricks, with ML-based job compute optimization that came from its acquisition of Sync Computing (Gradient).
Includes the former Sync Computing (Gradient)
Zipher
Databricks optimization platformsAutonomous cluster configuration, workload-aware autoscaling and spot instance management for Databricks jobs.
Sedai
Databricks optimization platformsAutonomous cloud optimization platform that right-sizes Databricks clusters and tunes auto-termination and node limits.
Revefi
Databricks optimization platformsAI agent for data cost optimization and data observability across Snowflake, Databricks, BigQuery and Redshift.
Cost observability and FinOps platforms
Multi-cloud cost tools that pull in Databricks usage for allocation, budgets, forecasting and anomaly alerts.
Vantage
Cost observability and FinOps platformsCloud cost platform that combines Databricks DBU charges with the underlying cloud bill, with allocation, anomaly alerts and forecasts.
CloudZero
Cost observability and FinOps platformsCost allocation and unit-economics platform that attributes Databricks spend to teams, products and customers, with near-real-time anomaly alerts.
Finout
Cost observability and FinOps platformsFinOps platform that joins Databricks DBU spend with the underlying VM cost and allocates it by workspace, job, notebook, SQL warehouse and serving endpoint.
Ternary
Cost observability and FinOps platformsFinOps platform whose Databricks integration ingests system billing tables for reporting next to your other cloud spend.
Fivemetrics
Cost observability and FinOps platformsCloud and AI cost monitoring with budgets, anomaly alerts and savings recommendations, with Databricks among its 24 integrations.
Data and pipeline observability with cost features
Monitoring tools for Databricks jobs and pipelines that also surface cost and efficiency problems.
Datadog Jobs Monitoring
Data and pipeline observability with cost featuresMonitoring for Databricks and Spark jobs that detects failing and long-running jobs and recommends fixes for overprovisioned clusters and inefficient queries.
definity
Data and pipeline observability with cost featuresObservability and optimization for Databricks and Spark pipelines: job auto-tuning, routing jobs between classic and serverless, and data quality monitoring.
Open source and free tools
Free or open-source utilities for finding waste in Spark and Databricks workloads.
DataFlint
Open source and free toolsOpen-source Spark UI add-on that highlights performance problems, plus a paid platform with AI agents for Spark job and cluster tuning.
Onehouse Cost Analyzer for Apache Spark
Open source and free toolsFree command-line tool that reads Spark History Server data and reports idle compute and stage-level bottlenecks. Works with Databricks.
Built into Databricks
Cost controls that ship with Databricks itself. Start here before buying anything.
Databricks billing system tables
Built into Databrickssystem.billing.usage and system.billing.list_prices: every billable DBU by workspace, SKU, job, cluster, warehouse and tag, queryable with SQL.
Databricks budgets
Built into DatabricksAccount-console budgets that track monthly list-price spend by workspace or tag and email alerts at up to four thresholds.
Databricks usage dashboards
Built into DatabricksPre-built, customizable cost dashboards that account admins import from the account console, broken down by product, SKU and tag.
Databricks serverless usage policies
Built into DatabricksTag policies (formerly serverless budget policies) that stamp serverless notebooks, jobs, pipelines and endpoints with cost-attribution tags.
Public Preview
Databricks compute policies
Built into DatabricksAdmin-defined rules that limit what clusters users can create, including max DBUs per hour, cluster counts, instance types and required tags.
Independent listings, not endorsements. Inclusion is free and editorial; we haven't tested these products, and we don't take payment to be listed. Sponsored placements are always labeled. Every listing was checked against the vendor's own website on October 16, 2026. Pricing and cloud support are shown only where the vendor states them publicly.