G2 Vendor Directory

Omni Analytics vs. Dremio

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

MetricOmni Analytics

by Omni Analytics, Inc

Dremio

by Dremio

Overall rating4.84.6
Review count7371
Ease of use8.99.3
Ease of setup8.98.7
Quality of support9.98.8
Meets requirements9.38.9
NPS90.41095976.923077
Small Business42.9%11.3%
Mid-Market45.7%39.4%
Enterprise11.4%49.3%
Total page views1,296429
Total LLM citations11,3192,089

Omni Analytics

Omni is the AI analytics platform that helps Condé Nast, Guitar Center, and dbt Labs accelerate AI adoption, improve self-service, and embed AI analytics into their products. Powered by a governed semantic layer, Omni grounds AI in your business metrics and logic to deliver accurate, contextual insights. Users explore data with AI, spreadsheets, SQL, or a point-and-click UI to receive trustworthy, enterprise-grade intelligence across workflows. Every team moves faster: analysts focus on strategy, stakeholders get reliable answers, and product teams build smarter applications.

Pros

  • Ease of Use
  • Customer Support
  • Innovation
  • Easy Integrations
  • Integrations
  • Data Visualization

Dremio

Dremio is the pioneer of The Agentic Lakehouse—the only data platform built for agents, managed by agents. Organizations need to transform ideas into actions at unprecedented speed—Dremio delivers this agility by equipping AI agents with federated data access, unstructured data processing, and rich business context through its AI Semantic Layer. In the agentic-era, data engineering teams can’t manually tune performance for thousands of users and agents asking unpredictable questions every second.

Pros

  • Ease of Use
  • Integrations
  • SQL Support
  • Performance
  • Setup Ease
  • Speed