Audyense·
Lightdash

Lightdash

Analytics & BI · www.lightdash.com/

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Overview

Lightdash is a BI platform for data teams that already use dbt and want governed metrics, dashboards, reports, alerting, semantic-layer workflows, and AI-native analytics in one product. It supports self-hosted open source use, hosted Cloud Pro, and enterprise deployments with advanced security and support.

Decision context

Use these points to test whether the product fits your operation, not just whether it has a long feature list.

  • Published starting price: $3,000 per month. Confirm user, usage, and feature limits for the plan you would actually buy.
  • Deployment: cloud, on_premise. Check security, data-residency, and access requirements for every team that will use it.
  • Verified integrations include dbt, BigQuery, Snowflake, Redshift, Databricks, Postgres. Validate sync direction and plan limits for the connections that matter.
  • This record was last checked on 8/23/2026; pricing and features can change.

How to evaluate Lightdash

A listing helps create a shortlist; a trial with the team’s real workflow decides whether the tool fits. Use this reading with the structured facts and confirm changes with the vendor.

Workflow fit

The record describes it as a fit for dbt-native data teams, Companies needing governed self-serve BI, Teams wanting open-source or hosted analytics options. Check that this context matches the volume, roles, and processes your team needs it to support.

Pilot questions

  • Can Lightdash complete the critical workflow without manual work outside the product?
  • Do the recorded connections (dbt, BigQuery, Snowflake, Redshift) support the sync direction, permissions, and volume we need?
  • What user, usage, storage, support, or security limits appear after the headline starting price?

Evidence and freshness

This record was checked on 8/23/2026. That date tells you when the record was reviewed, not that the vendor has left its terms unchanged since then.

Best for

  • dbt-native data teams
  • Companies needing governed self-serve BI
  • Teams wanting open-source or hosted analytics options

Not a fit if

  • Teams without dbt or data modeling capacity
  • Very small teams that only need simple charts
  • Buyers seeking per-seat low-cost BI

Pricing

Open Source

Free

Self-hosted open-source plan includes core BI features and community Slack support.

  • Self-hosted deployment
  • Core BI features
  • Community support

Cloud Pro

$3,000 per month

Cloud Pro is listed at $3,000/month with unlimited users, dbt integration, scheduled reporting, governed self-serve, support, and onboarding.

  • Unlimited users
  • Native dbt integration
  • Scheduled reports and alerting

Enterprise

Custom pricing

Enterprise uses custom pricing for advanced security, deployment flexibility, support, and customization.

  • SSO
  • SAML
  • SCIM
  • SOC 2 support
  • HIPAA BAA support

Features

Native dbt integrationOfficial pricing page lists native dbt integration and open semantic layer.
Unlimited usersOfficial pricing page lists unlimited users across plans.
Scheduled reports and alertingOfficial Cloud Pro plan includes scheduled reports and alerting.
Dashboards as codeOfficial Cloud Pro plan includes managing charts and dashboards as code.
AI agents and MCPOfficial pricing page lists AI agents and MCP.

Integrations

dbtBigQuerySnowflakeRedshiftDatabricksPostgresTrinoClickHouseAthenaDuckDBGitHubGitLabAzure DevOpsBitbucketSlackMicrosoft Teams

Security & compliance

SOC 2HIPAA BAA

Pros & cons

Pros

  • Strong dbt and semantic-layer fit
  • Public Cloud Pro pricing
  • Open-source and enterprise deployment options

Cons

  • Requires dbt-oriented data practices
  • Cloud Pro has a significant monthly platform price
  • Advanced security is enterprise-oriented

What the record shows

/5
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Summary and score aggregated from public review platforms. We link to original reviews rather than reproducing them — read the source before deciding.

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