GRADIENT

Optimize clusters without the hassle

Drop costs, hit your SLAs, and save time with Gradient’s automatic solution

Get started in 
3 easy steps:

Workspace

overview

1

Monitor

jobs

2

Auto-

optimize

3

Automatic and Continuous
Optimizations

  • Enable auto-apply for a “set and forget” optimization
  • Automatically adjusts to varying data sizes
  • Simultaneously lower costs while obeying SLA constraints

Management Dashboard for Complete Control

  • See your total Gradient ROI
  • Single pane of glass for the statuses of all jobs
  • Quickly find new actions to take

Custom Trained
ML Algorithms

  • Core model is based on historical performance information
  • Custom trained models for each job
  • Auto-adjusts to varying data sizes

Job-Level
Metrics Timeline

  • Learn why your job performance is changing over time
  • Quickly identify root causes for any runtime and cost anomalies
  • Monitor total job costs for DBUs + Cloud costs

New Workspace
Recommendations

  • Best practices beyond jobs clusters
  • Find new insights across your workspaces
  • Quickly find the best jobs to import to Gradient

Detailed Cluster Recommendations

  • See how Gradient tunes each cluster parameter
  • Choose manual or auto-apply
  • Watch the impact of each tuning on performance

Enable Auto-Apply for Optimization at Scale

  • A true “set and forget” experience to free up your time
  • Enables optimization at scale for hundreds of jobs
  • Instantly upgrade your team’s Databricks expertise

Compatible with Your 
Cloud Infrastructure

  • Integrates with Databricks Workflows or Airflow
  • Sync APIs enable full customization
  • Compatible with AWS and Azure today

Read our case studies

Learn more about how Gradient works

How Forma.ai improved their Databricks costs quickly and easily with Gradient

Case Study

Read More

Why Your Databricks Cluster EBS Settings Matter

News

Read More

How Abnormal Reduced Databricks Costs by 38% with Gradient

Case Study

Read More

How a Disney Senior Data Engineer Obtained 80% Cost Savings using Gradient

Case Study

Read More

How Insider Reduced their EMR Cost by 25%

Case Study

Read More

How Duolingo reduced their EMR job cost by 55%

Case Study

Read More

Get started in minutes

Book an up-close personalized demo to learn what Gradient does, how it works, and how to get started.