Databrickscostmonitoring,withoutthecomplexity.
Connect a Databricks workspace in minutes. Lakesight automatically tracks costs by job, cluster, run, and tags, with built-in alerts and cost reports — no cloud subscription access required.
The problem
Databricks costs are hard to understand.
The Databricks bill is a black box
The end-of-month bill is a number — it's high, and there is no easy way to clearly determine which resource is responsible. Cost attribution is manual, slow, and error-prone.
Optimization is guesswork
Which job is expensive? Which cluster has been running for too long? Without per-run cost visibility, optimization decisions are based on guesswork.
By the time it's noticed, it's too late
A job that runs 10x longer than usual, a cluster left on over the weekend — these costs remain unnoticed and pile up quietly. Without monitoring, the surprise comes with the invoice.
Solution
Purpose-built for Databricks
Connect workspaces and get full cost visibility in minutes — down to every job, run, cluster, and tag.
Plug & Play Setup
Connect any Databricks workspace with just a URL and PAT token.
Real-time monitoring
Monitor jobs and UI clusters actively consuming resources. Catch runaway workloads early before costs accumulate.
Per-run cost breakdown
Costs computed per job run and per cluster, based on actual cluster events. See exactly which pipeline, workflow, or interactive session is driving spend.
Multi-workspace support
Manage all your Databricks workspaces from a single dashboard. Per-workspace cost breakdowns, ingestion schedules, and team access — all in one place.
How it works
Up and running in under 5 minutes
1. Connect your workspace
Provide a Databricks workspace URL and a Personal Access Token with read-only scopes (clusters + jobs). That's all. No cloud subscription access, no IAM roles, no infrastructure changes.
2. Data is ingested automatically
Job runs, cluster events, and compute usage are fetched every 5 minutes. No manual exports, no pipelines to maintain, no code to write.
3. Explore your cost breakdown
Navigate job costs, run history, active clusters, and interactive sessions from a clean, focused dashboard. Filter by workspace, node type, or custom tags. Drill down from workspace to job to individual run in a few clicks.
1. Connect your workspace
Provide a Databricks workspace URL and a Personal Access Token with read-only scopes (clusters + jobs). That's all. No cloud subscription access, no IAM roles, no infrastructure changes.
2. Data is ingested automatically
Job runs, cluster events, and compute usage are fetched every 5 minutes. No manual exports, no pipelines to maintain, no code to write.
3. Explore your cost breakdown
Navigate job costs, run history, active clusters, and interactive sessions from a clean, focused dashboard. Filter by workspace, node type, or custom tags. Drill down from workspace to job to individual run in a few clicks.
Features
One place to explore all Databricks costs
Cost Breakdown
Break down Databricks costs by node type, billing type, Photon usage, or custom tags across all your workspaces.
Run History
Inspect every job run with per-cluster cost detail — VM cost, DBU cost, and duration. Drill down from job to individual run.
Running Jobs & UI Clusters
Monitor running jobs and UI clusters in real time before costs accumulate unexpectedly.
UI Cluster History
Track interactive cluster session costs separately from automated job costs, with full session detail.
Cost Breakdown
Break down Databricks costs by node type, billing type, Photon usage, or custom tags across all your workspaces.
Run History
Inspect every job run with per-cluster cost detail — VM cost, DBU cost, and duration. Drill down from job to individual run.
Running Jobs & UI Clusters
Monitor running jobs and UI clusters in real time before costs accumulate unexpectedly.
UI Cluster History
Track interactive cluster session costs separately from automated job costs, with full session detail.
Alerts & Notifications
Automated alerts and scheduled reports
Proactive alerts and scheduled cost reports delivered by email.
Alert Rules
Configure alerts for job run failures and abnormal durations. Email notifications are sent as soon as something goes wrong — before it impacts the pipeline.
Scheduled Cost Reports
Daily, weekly, or monthly cost reports delivered by email. Break down costs by job or custom tag — on a fully configurable schedule.
