G2 Vendor Directory

Replicate vs. Databricks

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

MetricReplicate

by Cloudflare, Inc.

Databricks

by Databricks Inc.

Overall rating4.54.6
Review count251,388
Ease of use9.08.9
Ease of setup8.98.7
Quality of support8.68.9
Meets requirements8.69.1
NPS69.56521777.851361
Small Business72.0%15.1%
Mid-Market28.0%37.6%
Enterprise0.0%47.2%
Total page views29416,340
Total LLM citations22414,031

Replicate

Replicate runs and fine-tune open-source models. Deploy custom models at scale. All with one line of code.

Pros

  • Ease of Use
  • AI Capabilities

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