G2 Vendor Directory

Databricks vs. Gurobi Optimizer

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

MetricDatabricks

by Databricks Inc.

Gurobi Optimizer

by Gurobi

Overall rating4.64.6
Review count1,38821
Ease of use8.99.4
Ease of setup8.710.0
Quality of support8.99.2
Meets requirements9.19.1
NPS77.85136185.714286
Small Business15.1%23.8%
Mid-Market37.6%23.8%
Enterprise47.2%52.4%
Total page views16,340232
Total LLM citations14,0311,366

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

Gurobi Optimizer

With the Gurobi Optimizer, you can identify provably optimal solutions to the world’s most complex problems—including linear, nonlinear, and quadratic problems—using any combination of continuous and integer variables. Our user-friendly functionalities include multiple objectives, multiple scenarios, solution pools, general constraints, infeasibility analysis, a partition heuristic, Python matrix API, and more—all backed by our 100% PhD-level expert support. Plus, Gurobi is always free for students, faculty, researchers, and even recent graduates.

Pros