Lightdash vs Omni
On the evidence we track, Lightdash leads this comparison with a composite score of 64/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.
Capabilities
Feature-by-feature on the axes that matter for bi software. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Lightdash
LeaderAn agentic BI platform that defines trusted metrics and business logic in dbt, then powers self-serve analytics across dashboards, natural-language AI agents, and embedded data apps. Available as open-source for self-hosting or managed cloud.
Omni
A governed analytics platform with an integrated semantic layer and AI features that enables teams to build dashboards, reports, and insights while maintaining data security and governance controls.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Lightdash
LeaderOpen source free tier, Cloud Pro at $3,000/month (unlimited users), Enterprise custom. No per-seat pricing.
- Open SourceFree
- Unlimited seats
- Data explorer and report builder
- Native dbt integration
- Scheduled deliveries
- Alerting
- +11 more
- Cloud Pro$3,000/month flat rate, unlimited users and visualizations
- Unlimited users
- Unlimited visualizations
- Native dbt integration with open semantic layer
- Scheduled reports and alerting
- Dashboards as code
- +11 more
- EnterpriseContact sales
- All Cloud Pro features, plus:
- Cloud or on-premises deployment
- SAML 2.0 and SCIM 2.0 provisioning
- Advanced user management with custom roles
- SOC 2 Type II compliance
- +9 more
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- Snowflake
- Redshift
- Databricks
- Postgres
- dbt
- MotherDuck
Lightdash
Leader- BigQuery
- Trino
- ClickHouse
- Athena
- DuckDB
- GitHub
- GitLab
- Azure DevOps
- Bitbucket
- Slack
- Microsoft Teams
- Google Sheets
- Rollstack
- Google Slides
- PowerPoint
Omni
- AWS Redshift
- Google BigQuery
- MySQL
- BambooHR
- Anthropic Claude
- Google Vertex AI
- OpenAI
- xAI Grok
- MCP
Lightdash or Omni: which one depends on you
A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.
Free to run, no account needed to start. How the evaluation works
Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.