G2 Vendor Directory

Databricks vs. ILUM

A side-by-side comparison based on G2 review data.

MetricDatabricks

by Databricks Inc.

ILUM

by Ilum

Overall rating4.64.9
Review count1,38823
Ease of use8.99.4
Ease of setup8.79.4
Quality of support8.99.6
Meets requirements9.19.8
NPS77.851361100
Small Business15.1%13.0%
Mid-Market37.6%34.8%
Enterprise47.2%52.2%
Total page views16,340215
Total LLM citations14,031553

Databricks

Databricks is the Data and AI company. More than 20,000 organizations worldwide — including adidas, AT&T, Bayer, Block, Mastercard, Rivian, Unilever, and 70% of the Fortune 500 — rely on the Databricks Data + AI Platform to build and scale data and AI apps, analytics, and agents. Headquartered in San Francisco with 30+ offices around the globe, Databricks offers a unified platform that includes Genie, Lakebase, Agent Bricks, Lakeflow, Lakehouse, and Unity Catalog.

Pros

  • Features
  • Ease of Use
  • Integrations
  • Collaboration
  • Analytics
  • Easy Integrations

ILUM

Ilum: A Data Platform Built by Data Engineers, for Data Engineers Ilum is a Data Lakehouse platform that unifies data management, distributed processing, analytics, and AI workflows for AI engineers, data engineers, data scientists, and analysts. It belongs to the Data Platform, Data Lakehouse, and Data Engineering software categories and supports flexible deployment across cloud, on-premise, and hybrid environments. Ilum enables technical teams to build, operate, and scale modern data infrastructure using open standards.

Pros

  • Ease of Use
  • Features
  • Integrations
  • Setup Ease
  • Easy Integrations
  • Efficiency