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:
Discover
opportunities
1
Monitor
job metrics
2
Auto-optimize
to lower costs
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
Discover new Opportunities
- General efficiency tips
- 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
How
Gradient
helps:
Automation to save engineering time
Unburden the team from manually optimizing clusters, so they can focus on what matters
Serverless with cluster control
Compute costs are 60% lower than Databricks serverless, with control over cluster configuration
Continuous monitoring and optimization
Gradient’s models work around the clock to ensure you hit your cost and runtime goals
Complete control over jobs and workloads
Consistently hit critical SLAs while lowering costs, even when data sizes vary
Full visibility into cost and performance
Identify root causes using dashboards showing cost and Spark metrics over time
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Case Study
How Forma.ai improved their Databricks costs quickly and easily with Gradient
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How Duolingo reduced their EMR job cost by 55%
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Get started in minutes
Book an up-close personalized demo to learn what Gradient does, how it works, and how to get started.