#13 in Business IntelligenceUpdated 2026-08

Lightdash

by Lightdash · Open-source, dbt-native BI with unlimited users

46.2 — BenchRank score out of 100

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Pricing page

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Overview

Lightdash is an open-source BI platform that builds on an existing dbt project, using its models and metric definitions as the semantic layer. Teams explore data, build charts and dashboards, manage that content as code, and set up scheduled deliveries and alerts. It runs self-hosted or on Lightdash's cloud, with US and EU deployment regions.

Best for: Data teams already running dbt who want BI without per-seat pricing.
Pricing: Self-hosted open source (the captured page shows no figure for it), Cloud Pro at $3,000/month for unlimited users, and Enterprise on request; embedding is a separate add-on at $0.05 per load after the first 1,000, or $790/month for 100k loads.
Runs on: WebSelf-hosted

Strengths and trade-offs

Strengths

Unlimited users on every plan, with no per-seat pricing
Open-source tier can be self-hosted on your own infrastructure
Native dbt integration with an open semantic layer for metrics
Nine warehouses supported, from BigQuery and Snowflake to DuckDB

Trade-offs

Requires an existing dbt project; it is stated as a prerequisite
Cloud Pro is $3,000/month, a high entry point for small teams
Self-hosted tier has community Slack support and 3-day version history
Embedding, Data Apps and HIPAA BAA are charged as separate add-ons

Pricing

Published plans from Lightdash’s own pricing page, in USD. Usage charges and add-ons may apply on top.

Lightdash pricing tiers, monthly rates in USD
Plan	Monthly	Includes
Open Source	—per month	Hosted by you on your own infrastructure Access to Lightdash OSS only You manage setup, upgrades and infrastructure Support via community Slack; 3-day response, 3-day version history
Cloud Pro	$3000per month	Hosted by Lightdash, unlimited users and visualizations Native dbt integration and open semantic layer Scheduled reports, alerting, charts and dashboards as code AI agents and MCP; guided onboarding and automated BI migration
Enterprise	Contact sales	Everything in Pro, plus Cloud or on-prem deployment SSO with SAML and SCIM 2.0, custom roles SOC 2-compliant platform with HIPAA and BAA support Priority support with 8-hour response SLA and account manager

How this score is made up

Each dimension is scored out of 100 and combined into the headline score using fixed weights.

MCP support: 0 out of 100
API quality: 20 out of 100
Documentation: 100 out of 100
Agent friendliness: 65 out of 100
Pricing transparency: 100 out of 100
Changelog: 0 out of 100
Marketing site structure: 55 out of 100
Operational trust: 40 out of 100

Measured, but not part of the score

Useful to know, but not a mark for or against the product — so these do not affect the ranking.

Openness: 85 out of 100
Maintenance: 100 out of 100

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