Alternatives to DataBricks AutoML
12 enterprise-ready predictive analytics tools comparable to DataBricks AutoML, ranked by Xither's Enterprise Readiness score (compliance, deployment options, integration surface, and operational track record).
How the top alternatives to DataBricks AutoML compare
| Tool | Readiness | Pricing | Compliance | Deployment | Founded |
|---|---|---|---|---|---|
| DataBricks AutoML (baseline) | 68 / 100 · Strong | Enterprise | None listed | Cloud, Hybrid, Self-Hosted | 2013 |
| Celonis Process Intelligence | 70 / 100 · Strong | Enterprise | None listed | Cloud, On-Premise, Hybrid | 2011 |
| Dataiku DSS | 70 / 100 · Strong | Enterprise | None listed | Cloud, On-Premise, Hybrid | 2013 |
| Rapidminer | 67 / 100 · Strong | Freemium | None listed | Cloud, On-Premise, Hybrid | 2007 |
| KNIME Analytics | 66 / 100 · Strong | Free | None listed | On-Premise, Hybrid, Self-Hosted | 2004 |
| Alteryx Designer | 62 / 100 · Established | Paid | None listed | Cloud, On-Premise, Hybrid | 1997 |
| Board AI Planning | Not scored | Enterprise | None listed | Cloud, On-Premise, Hybrid | 1994 |
Celonis Process Intelligence — is closely matched on readiness (70 vs 68), and offers on-premise deployment.
Dataiku DSS — is closely matched on readiness (70 vs 68), and offers on-premise deployment.
Rapidminer — is closely matched on readiness (67 vs 68), is priced freemium where DataBricks AutoML is enterprise, and offers on-premise deployment.
KNIME Analytics — is closely matched on readiness (66 vs 68), is priced free where DataBricks AutoML is enterprise, and offers on-premise deployment.
Alteryx Designer — comes in at 62 on readiness (below DataBricks AutoML's 68) but differs on fit, is priced paid where DataBricks AutoML is enterprise, and offers on-premise deployment.
Board AI Planning — offers on-premise deployment, and documents 8 integrations.
All DataBricks AutoML alternatives
Celonis Process Intelligence
www.celonis.com/
Celonis Process Intelligence provides a Context Model that combines process data, business knowledge, and intelligence for Enterprise AI.
Dataiku DSS
www.dataiku.com/product
Dataiku is a platform that unifies analytics, models, and AI agents within a single governed system for enterprise AI.
Rapidminer
rapidminer.com/products/studio
Enterprise AI and analytics solution for data preparation, machine learning, knowledge graphs, and GenAI.
KNIME Analytics
www.knime.com/knime-analytics-platform
KNIME Analytics Platform is a free, open-source, and extensible tool for data science with optional coding.
Alteryx Designer
alteryx.com/products/alteryx-designer
Data preparation and analytics automation platform with drag-and-drop tools.
Board AI Planning
www.board.com/ai
Unified predictive analytics and planning platform for enterprise-scale decision making.
JedoxAI
www.jedox.com/en/platform/ai/
Multi-agent intelligence engine for financial planning, forecasting, and performance management.
Pecan AI
www.pecan.ai/
Pecan AI provides predictive AI for business teams, delivering quick and validated predictions for churn, demand, and revenue.
6sense
6sense.com
AI-driven predictive analytics to uncover revenue opportunities at scale
Bombora AI
bombora.com
Predictive intent data analytics to accelerate B2B revenue growth at scale
Braze AI
www.braze.com/
Braze is a customer engagement platform that uses AI for cross-channel messaging, journey orchestration, decisioning, and optimization.
Clari
www.clari.com/
Clari is a Predictive Revenue System that provides end-to-end pipeline coverage with AI agents monitoring deals across sales motions.