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Metabase vs Lightdash Comparison

Last updated:

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

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…

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

Metabase vs Lightdash — at a glance

FeatureMetabaseLightdash
Rating4.3 / 54.6 / 5
Reviews9668
Starting price$100 /MonthFree free
Free trial Yes Yes
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessSmall Business, Mid-Market, Enterprise
CategoryAnalytics Platforms SoftwareBusiness Intelligence Software
PlatformsSaaS/Web/Cloud, Installed - MacCloud, On-Premise, Linux
APIAvailableAvailable
Support modesOnlineEmail Support, Community Forum, Help Center, Dedicated CSM (Enterprise)
CertificationsGDPR
Data residencyUS

Key differences between Metabase and Lightdash

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

Metabase vs Lightdash — 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 Analytics Platforms 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.

Metabase - New SaaS Software
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Metabase vs Lightdash: Biggest differences

Start here before you go deeper into features.

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

Best for

Small Business, Mid-Market, Enterprise

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

Description

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

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

Entry Level Pricing

  • Starts from $100
  • Starts from Free

Free Trial Availability

  • Free Trial available

SpotScore

What's this? ↗

Not Available

9.2/10

User Ratings

Based on verified Spotsaas reviews

4.35

(96)

4.6

(68)

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

Metabase

No best-fit guidance available yet.

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

Software Demo

Demo

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How do Metabase and Lightdash Compare on Features?

Total Features

9 Features

8 Features

Unique Features

No unique features

No unique features

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Compare Metabase and Lightdash 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

      • $100
      • Free

      Pricing Plans

      • Not Available
      • 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 +

      Pricing Page

      Metabase pricing

      Pricing information not available

      Metabase vs Lightdash: Other Details

      Organization Types supported

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

      Platforms Supported

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

      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

      Metabase vs Lightdash 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

      Metabase User Reviews & Rating Comparison

      User Ratings

      4.6

      (based on 68 reviews)

      Rating Distribution

      73

      34

      4

      2

      0

      0

      0

      0

      0

      0

      Spotsaas Editor’s POV generated by AI

      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

      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.

      Pros and Cons

      • 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

      • 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.

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Used Metabase or Lightdash? Tell buyers what actually differs.

      Metabase and Lightdash Customers

      Customers

      Thomson Reuters

      Thomson Reuters

      gojek

      gojek

      Bill

      Bill

      No Customers information available.

      Media and Screenshots

      Screenshots

      Metabase screenshot

      2 Screenshots

      No screenshots available.

      Videos

      video-0

      1 Videos

      No videos available.

      Top Alternatives to Metabase and Lightdash in 2026

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      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, Metabase or Lightdash?
      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 Metabase and Lightdash offer a free trial?
      Yes, both Metabase and Lightdash offer a free trial.
      What is the starting price of Metabase vs Lightdash?
      Metabase starts at $100 /Month. Lightdash starts at Free free.
      What are the top alternatives to Metabase?
      Top alternatives to Metabase include crystal, SAP Analytics Cloud, Arcadia Enterprise, ObservePoint, Logi Analytics.
      What are the top alternatives to Lightdash?
      Top alternatives to Lightdash include Sigma, Tableau Server, Deep.BI, Baremetrics, Planacy.