BI SoftwareUnclaimed

Lightdash

Also known as
lightdash

Available worldwide · Popular in: US

What is Lightdash?

An AI-native BI platform built on dbt that replaces per-seat pricing with unlimited user access. Offers open-source, self-hosted, and cloud deployment options.

Independently observed

Lightdash pricing

Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.

Pricing as of verify at live pricing ↗Independently observed
from $3000/moHybridFree tier21-day trial

From $3000/month (Cloud Pro). Free open-source with 21-day trial.

Open Source

Free
Free

Core BI features for teams happy to self-host

  • Unlimited seats
  • Data explorer and report builder UI
  • Native dbt integration
  • Scheduled deliveries
  • Alerting
  • Google Sheets sync
  • SQL runner
  • Private spaces
  • Global search
  • Version history (3 days)
  • Basic usage analytics
  • API & webhooks
  • Community Slack support

Cloud Pro

$3000/month, unlimited users
monthly

Deliver trusted analytics in a powerful AI-native BI platform

  • Unlimited users and visualizations
  • Native dbt integration with open semantic layer
  • Scheduled reports and alerting
  • Manage charts and dashboards as code
  • Governed self-serve via metrics catalog
  • AI agents and MCP support
  • Data explorer and report builder UI
  • Google Sheets sync
  • SQL runner
  • Private spaces
  • Global search
  • Version history (30 days)
  • Advanced usage analytics
  • API & webhooks
  • Smart caching
  • Pre-aggregates
  • Dedicated human support
  • Guided onboarding and training
  • Automated migration
  • Private Slack channel with live chat (1-day SLA)

Enterprise

Contact sales
Contact sales

Advanced security, support and customization for enterprise-grade organizations

  • All Cloud Pro features
  • Cloud or On-Prem deployment
  • Advanced security (SSO, SAML, SCIM 2.0)
  • Custom user roles and management
  • SOC 2-compliant with HIPAA and BAA support
  • Hands-on migration support with on-site assistance
  • Priority support with defined SLAs (8-hour response)
  • Dedicated account manager
  • Early feature access
  • Autopilot and self-improving semantic layer
  • Custom Data Apps integration
  • Version history (60 days)

Add-ons

  • Data Apps
  • Embedding$0.05 per load + $790/mo
  • HIPAA/BAA Add-on$490/mo

What Lightdash does

The capabilities that matter for bi software, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.

Core
BI paradigm
Governed dashboards
Semantic / modelling layer
dbt metrics
Engine
Warehouse-native (SQL push-down)
Deployment
Self-hostable / OSS core
Managed cloud available
Intelligence
Natural-language query / AI copilot
Delivery
Embedded / white-label analytics
Scheduled reports / alerting
Governance
Row-level security & SSO/SAML
Commercial
Per-seat pricing published
Free tier / free desktop
Ecosystem
dbt-native integration
Data-source connector breadth
9 data warehouses (BigQuery, Snowflake, Redshift, Databricks, PostgreSQL, Trino,
Independently observed

Platform & deployment

Independently observed
Platforms
  • Web
Deployment
  • Cloud / SaaS
  • Hybrid
  • On-premise
  • Self-hosted

Integrations (21)

Independently observed
  • Amazon Athena
  • Amazon Redshift
  • Azure DevOps
  • BigQuery
  • Bitbucket
  • ClickHouse
  • Databricks
  • dbt
  • DuckDB/MotherDuck
  • GitHub
  • GitLab
  • Google Cloud Marketplace
  • Metaplane
  • MS Teams
  • PostgreSQL
  • Rollstack
  • Secoda
  • Slack
  • Snowflake
  • Supabase
  • Trino

Lightdash alternatives

Other bi software we track, ranked by the same independent score.

Independent · unbought · dated

The Vioscale score: one lens on the evidence

Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Lightdash, not the verdict.

Balanced composite 69 / 100
low · 38%
Signal contributions to the composite score
SignalScoreWeightContributionEvidence
Capabilities1000.1918.7
Pricing Transparency1000.099.4
Github Activity630.106.6
Integrations390.104.1
Reliability500.073.5
Security Posture500.073.5
Github Stars710.032.1
Price Level250.061.5
Release Cadence00.060.0-
Package Downloads00.150.0-
Stackoverflow Activity00.070.0-

Computed . Re-weight it by intent, or see the full method.

All data & sourcesshow ↓

Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.

Activity

AttributeValueEvidence
Commits last 30d100mediumsource · 2026-08-01 · 65%

Adoption

AttributeValueEvidence
Github stars6,005highsource · 2026-08-01 · 90%

Features

AttributeValueEvidence
Capabilities{"nlq_ai":true,"rls_sso":true,"paradigm":"governed_dashboards","free_tier":true,"dbt_native":true,"managed_cloud":true,"self_hostable":true,"semantic_layer":"dbt","warehouse_native":true,"connector_breadth":"9 data warehouses (BigQuery, Snowflake, Redshift, Databricks, PostgreSQL, Trino,","scheduled_reports":true,"embedded_analytics":true,"transparent_pricing":true}mediumsource · 2026-08-05 · 60%

Integrations

AttributeValueEvidence
Count21mediumsource · 2026-08-05 · 60%

Language

AttributeValueEvidence
PrimaryTypeScripthighsource · 2026-08-01 · 90%

Market

AttributeValueEvidence
Availability{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}mediumsource · 2026-08-05 · 50%

Pricing

AttributeValueEvidence
Free tierYeslowsource · 2026-08-05 · 48%
Modelfreemiummediumsource · 2026-08-05 · 60%
Price levelhighmediumsource · 2026-08-05 · 60%
Starting gbp3,000mediumsource · 2026-08-05 · 60%
TransparentYesmediumsource · 2026-08-05 · 60%

Reliability

AttributeValueEvidence
Status pageYesmediumsource · 2026-08-05 · 60%

Security

AttributeValueEvidence
HipaaYesmediumsource · 2026-08-05 · 60%
Soc2Yesmediumsource · 2026-08-05 · 60%