NEWJoin 2M+ software buyers|Get Weekly Insights, Trends & Expert PicksSubscribe free →

Lightdash vs Metabase Comparison

Last updated:

Lightdash

4.6(68 reviews)

Starting at Free free

  • Free Trial
  • Small Business
  • Mid-Market

Lightdash is an open-source, dbt-native business intelligence platform designed for modern data teams. It connects directly to dbt models and metrics, letting analysts publish a governed semantic layer that non-technical…

Metabase

4.3(96 reviews)

Starting at $100 /Month

  • Free Trial
  • Large Enterprises
  • Medium Business

Metabase helps brands access comprehensive insights on their business performance. Through tables, bar graphs and other visualisations, users can zoom in on the data, monitor subscriptions and review it interactively wit…

Lightdash leads on user satisfaction with a 4.6-star rating across 68 reviews.

Lightdash vs Metabase — at a glance

FeatureLightdashMetabase
Rating4.6 / 54.3 / 5
Reviews6896
Starting priceFree free$100 /Month
Free trial Yes Yes
Free version No No
Best forSmall Business, Mid-Market, EnterpriseLarge Enterprises, Medium Business, Small Business
CategoryBusiness Intelligence SoftwareAnalytics Platforms Software
PlatformsCloud, On-Premise, LinuxSaaS/Web/Cloud, Installed - Mac
APIAvailableAvailable
Support modesEmail Support, Community Forum, Help Center, Dedicated CSM (Enterprise)Online
CertificationsGDPR
Data residencyUS

Key differences between Lightdash and Metabase

  • Pricing: Lightdash starts at Free free, while Metabase starts at $100 /Month.
  • Target audience: Lightdash is built for Small Business and Mid-Market, while Metabase targets Large Enterprises and Medium Business.
  • User satisfaction: Lightdash scores higher with a 4.6-star average.
  • Deployment: Lightdash supports Cloud, On-Premise, Linux; Metabase supports SaaS/Web/Cloud, Installed - Mac.

Lightdash vs Metabase — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most Business Intelligence Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

Lightdash logo
Talk to an expert
Talk to an expert
Metabase - New SaaS Software
Talk to an expert
Talk to an expert

Free PDF comparison

Download this Lightdash vs Metabase comparison

Get the full side-by-side as a PDF — these picks plus the top Business Intelligence Software tools, with verified ratings, pricing and features.

  • Side-by-side on pricing, features & ratings
  • Plus the category top 10, scored & ranked
  • Emailed to you — no on-screen download

No file downloads on screen — we email it to you. One-click unsubscribe anytime.

Lightdash vs Metabase: Biggest differences

Start here before you go deeper into features.

Lightdash

Best for

Small Business, Mid-Market, Enterprise

Metabase

Best for flexible, open-source BI with interactive dashboards and SQL querying.

Choose if
  • You need an open-source analytics platform customizable via community contributions.
  • Your team requires integration with multiple external databases like MySQL or Redshift.
  • You want interactive dashboards with audit logs to monitor data usage and changes.
Consider alternatives if
  • Your organization demands advanced analytics or predictive modeling capabilities.
  • You require enterprise-grade security, compliance features, or extensive vendor support.

Lightdash typically suits Small Business and Mid-Market. Metabase tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Lightdash is an open-source, dbt-native business intelligence platform designed for modern data teams. It connects directly to dbt models and metrics, letting analysts publish a governed ... Read More about Lightdash

Metabase helps brands access comprehensive insights on their business performance. Through tables, bar graphs and other visualisations, users can zoom in on the data, monitor subscriptions ... Read More about Metabase

Entry Level Pricing

  • Starts from Free
  • Starts from $100

Free Trial Availability

  • Free Trial available

SpotScore

What's this? ↗

9.2/10

Not Available

User Ratings

Based on verified Spotsaas reviews

4.6

(68)

4.35

(96)

Best Company Size

Small BusinessMedium Business
Get pricing help
Get pricing help

Where each option fits best

See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.

Based on buyer reviews and verified product data collected by Spotsaas.

Strengths

Key strengths

Lightdash

  • Single Source of Truth for Metrics: By building directly on dbt models, Lightdash confirms every dashboard uses the same metric definitions — eliminating the "two people with different numbers" problem.
  • Self-Serve Without SQL: Business stakeholders can explore data and build their own views via drag-and-drop, reducing analyst ticket backlogs without sacrificing data governance.
  • BI in Your Git Workflow: Dashboard changes go through the same review, testing, and deployment process as code — catching errors before they reach production and creating a full audit trail.
Best fit

Best fit

Lightdash

  • Data teams of 3-15 analysts supporting 50-500 internal stakeholders without per-seat BI cost overhead
  • dbt-first data stacks looking for a governed Looker alternative at lower TCO
  • Companies with strict data residency or IP requirements that need self-hosted BI

Metabase

No best-fit guidance available yet.

Software Demo

Demo

Need a second opinion?

Get decision help from a software advisor

Share your priorities, budget, and team needs, and we’ll help you narrow the options and understand the tradeoffs before you talk to vendors.

Spotsaas advisor
Get decision help from a software advisor
  • Independent advice — matched to your business
  • Understand the tradeoffs before you talk to vendors
  • Free 15-min call with a software advisor.

Step 1 of 4

How big is your team?

We tailor recommendations to companies your size.

Trusted by teams at

How do Lightdash and Metabase Compare on Features?

Total Features

8 Features

9 Features

Unique Features

No unique features

No unique features

Get Quote
Get Quote

Compare Lightdash and Metabase on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • Free
      • $100

      Pricing Plans

      • Developer

        Free

        • Open source

        • Self-hosted

        • Unlimited users

        Show more +

      • Pro

        $299

        paid

        • Cloud-hosted

        • Unlimited users

        • SSO

        Show more +

      • Enterprise

        Custom

        paid

        • Custom deployment

        • Advanced security

        • SLA

        Show more +

      • Not Available

      Pricing Page

      Pricing information not available

      Metabase pricing

      Lightdash vs Metabase: Other Details

      Organization Types supported

      • Small Business
      • Large Enterprises
      • Medium Business
      • Freelancers
      • Individuals
      • Small Business
      • Large Enterprises
      • Medium Business
      • Freelancers
      • Individuals

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Installed - Windows
      • Installed - Mac
      • Mobile - Android
      • Mobile - iOS
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Installed - Windows
      • Installed - Mac
      • Mobile - Android
      • Mobile - iOS

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Available
      • Available
      Get help choosing
      Get help choosing

      Lightdash vs Metabase Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      SOC 2

      ✗ No

      HIPAA

      ✗ No

      GDPR

      ✓ Yes

      ISO 27001

      ✗ No

      Single Sign-On (SSO)

      ✓ Yes

      Multi-Factor Auth (MFA)

      ✗ No

      Data Encryption

      ✓ Yes

      Audit Logs

      ✓ Yes

      Data Residency

      🇺🇸 US

      Lightdash User Reviews & Rating Comparison

      User Ratings

      4.6

      (based on 68 reviews)

      Rating Distribution

      0

      0

      0

      0

      0

      73

      34

      4

      2

      0

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Buyer sentiment is very strong across 68 reviews, with consistently positive feedback.

      What buyers like

      • Dbt-native design means metrics and models defined in dbt are automatically available in Lightdash — no double-definition, no drift between dbt and BI layer.
      • No per-seat pricing is a significant cost advantage over Looker and Tableau for teams with broad internal data access needs.
      • Open-source and self-hostable gives data teams full control over their BI infrastructure — critical for regulated industries or companies with strict data residency requirements.

      Common complaints

      • Dbt dependency is a hard prerequisite — teams not already on dbt need to invest in migration before Lightdash delivers its full value.
      • The visualization options are narrower than Tableau or Power BI for complex custom charts; some advanced visualization requirements need workarounds.

      Buyer sentiment

      Users appreciate Metabase's ease of use and flexibility but note limitations in advanced features and occasional complexity for non-technical users.

      What buyers like

      • Ease of use
      • Open-source flexibility
      • Database integration support

      Common complaints

      • Limited advanced analytics
      • Learning curve for SQL

      Pros and Cons

      • dbt-native design means metrics and models defined in dbt are automatically available in Lightdash — no double-definition, no drift between dbt and BI layer.

      • No per-seat pricing is a significant cost advantage over Looker and Tableau for teams with broad internal data access needs.

      • Open-source and self-hostable gives data teams full control over their BI infrastructure — critical for regulated industries or companies with strict data residency requirements.

      • dbt dependency is a hard prerequisite — teams not already on dbt need to invest in migration before Lightdash delivers its full value.

      • The visualization options are narrower than Tableau or Power BI for complex custom charts; some advanced visualization requirements need workarounds.

      • Open-source nature allowing customization and community contributions

      • Supports multiple external database integrations like MySQL, Amazon Redshift, MongoDB

      • Interactive dashboards with audit logs for tracking data downloads and modifications

      • Limited advanced analytics features compared to enterprise BI tools

      • Potentially steep learning curve for users unfamiliar with SQL or data querying

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Used Lightdash or Metabase? Tell buyers what actually differs.

      Lightdash and Metabase Customers

      Customers

      No Customers information available.

      Thomson Reuters

      Thomson Reuters

      gojek

      gojek

      Bill

      Bill

      Media and Screenshots

      Screenshots

      No screenshots available.

      Metabase screenshot

      2 Screenshots

      Videos

      No videos available.

      video-0

      1 Videos

      Top Alternatives to Lightdash and Metabase in 2026

      Expand your comparison

      Add another option to compare side by side

      Search by product name to compare pricing, fit, and buyer feedback in one view.

      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, Lightdash or Metabase?
      Lightdash edges out the other on user ratings (4.6 vs 4.3). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Lightdash and Metabase offer a free trial?
      Yes, both Lightdash and Metabase offer a free trial.
      What is the starting price of Lightdash vs Metabase?
      Lightdash starts at Free free. Metabase starts at $100 /Month.
      What are the top alternatives to Lightdash?
      Top alternatives to Lightdash include Sigma, Tableau Server, Deep.BI, Baremetrics, Planacy.
      What are the top alternatives to Metabase?
      Top alternatives to Metabase include crystal, SAP Analytics Cloud, Arcadia Enterprise, ObservePoint, Logi Analytics.