G2 Vendor Directory

Databricks vs. DVC

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

MetricDatabricks

by Databricks Inc.

DVC

by lakeFS

Overall rating4.64.7
Review count1,38811
Ease of use8.97.3
Ease of setup8.77.1
Quality of support8.97.7
Meets requirements9.19.0
NPS77.85136190.909091
Small Business15.1%27.3%
Mid-Market37.6%54.5%
Enterprise47.2%18.2%
Total page views16,34064
Total LLM citations14,031165

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

DVC

DVC is an open-source, Git-based data science tool. Apply version control to machine learning development, make your repo the backbone of your project, and instill best practices across your team. Find more info at: https://dvc.org DVC has introduced a new open source tool for AI Data Analytics and Actionable GenAI Insights, that can curate vast amounts of unstructured data.

Pros