SOLUTIONS

Extensive Databricks
cost analysis

Gain unparalleled visibility into your Databricks compute
spend and performance metrics with AI.

Analyze compute costs with easy and granular breakdowns from Gradient

AI-based cost analysis

Gain complete visibility and control over Databricks compute costs

Understand
Databricks spend

View your total spend and track daily costs in one glance. Drill down to job-level reports for further analysis to for a better understanding of job costs and performance.

Hit SLAs as the lowest costs with Gradient

Analyze job
costs and metrics

Analyze costs by customer, app-id, or custom tags. Access detailed Spark metrics for every job to assess cost with performance indicators.

Analyze costs by customer, app-id, or other tags

Instantly detect
inefficiencies

Identify your most expensive jobs and pinpoint inefficiencies in your data infrastructure. Use the free health check notebook to see your 10 most expensive jobs and identify opportunities for optimization in minutes.

Instantly detect low hanging fruit with Gradient

Gain customized
actionable insights

Get tailored recommendations to reduce costs, based on fully customized machine-learning models. Click to review and apply each recommendation, or fully automate for optimization at scale.

Get custom tailored optimizations based for your data pipelines

Use historical
cluster metrics

Cross-correlate historical records of cluster configurations and Spark metrics with cost and runtime data to gain a holistic picture of the performance of your data pipelines.

Cross-correlate job performance metrics with Gradient

Track Airflow and
Azure data factory

Connect the dots between job runs, costs, performance, and cluster configuration, even when using data orchestrators or DAGs with multiple tasks.

Gradient was built to work with your data stack

Key
benefits:

Gain complete visibility, cut
compute costs, and save
engineering time

Complete cost visibility

Understand exactly where your budget is going. See overall trends and changes over time. See how every optimization impacts both costs and performance.

Spark metrics

Dive deep into Spark metrics for each job. See changes over time and correlate performance with cost to identify bottlenecks and opportunities.

Seamlessly detect root causes for anomalies

Root cause analysis

Easily understand the reason for a change in costs or performance. Every change Gradient makes is automatically logged and can be rolled back in a click.

Augment the team with Gradient's automated cluster management

Team augmentation

Save engineering time with the most advanced cluster management and cost analysis solution, enabling them to automatically optimize clusters at scale.

Free health check

Get started with this notebook you can run locally to identify optimization opportunities and estimate total cost saving with Gradient.

I’d be surprised if there was any data team on the planet that wouldn’t save money and time from using Gradient.

Jesse Lancaster, CTO, Forma.ai

“Gradient is an excellent tool that delivers real results that you can see in your monthly [data infrastructure] bill.”

Deniz Parmaksız, Sr. Data Engineer, Insider

“With automated optimization and scalable solutions, Gradient guarantees seamless pipeline operation.”

Blaine Elliot, Data Engineer, Abnormal

Explore
additional
use cases

Get started today

Don’t let Databricks costs spiral out of control. Get the visibility you need and easily optimize your data infrastructure to maximize ROI with AI.

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Databricks health check

SOLUTIONS

Extensive Databricks cost analysis