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# Lightdash vs Metabase Comparison - What are their main differences?

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LightdashMetabase[+ Add Product](#)

Reviews

**Lightdash** [

4.9/5(19)

](https://www.g2.com/products/lightdash/reviews#reviews)

**Metabase** [

4.4/5(147)

](https://www.g2.com/products/metabase/reviews#reviews)

Pricing

**Lightdash**
Free Trial

**$3,000.00** Per Month · Lightdash Cloud Pro

**Metabase**
Free Trial

**$0.00** · Open Source

**Pricing Insights**
from reviews

Time to Implement

**Lightdash**
Not enough reviews yet

**Metabase**
1 month

Based on 9 responses

Return on Investment

**Lightdash**
Not enough reviews yet

**Metabase**
6 months

Based on 7 responses

Perceived Cost

**Lightdash**
Not enough reviews yet

**Metabase**
$$$$$

Average Discount

**Lightdash**
Not enough reviews yet

**Metabase**
Not enough reviews yet

 ![Lightdash](https://images.g2crowd.com/uploads/product/hd_favicon/e07a310eefde2a0742eb19a8f047be6d/lightdash.svg "Lightdash")

 ![Metabase](https://images.g2crowd.com/uploads/product/hd_favicon/dcd43c42acdb561c9d6daf2ddf0d07b9/metabase.svg "Metabase")

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Pros & Cons

**Lightdash**
Not enough data

**Metabase**
[
Ease of Use (11)
](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=1887455&qs=pros-and-cons#reviews)[
Implementation Ease (5)
](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=2034786&qs=pros-and-cons#reviews)[
Slow Performance (5)
](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=1887658&qs=pros-and-cons#reviews)[
Missing Features (4)
](https://www.g2.com/products/metabase/reviews?filters%5Bsentiment_snippet%5D=2261546&qs=pros-and-cons#reviews)

Integrations

**Lightdash**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f6ee5c9dddbf5c28b136829c8782ed1b/slack.png "Product Avatar Image")

Slack

](https://www.g2.com/products/slack/reviews)[
View all
](https://www.g2.com/products/lightdash/integrations)

**Metabase**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image")

Amazon Redshift

](https://www.g2.com/products/amazon-redshift/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a062b6097ef15d211bd8c1a5d606a2bb/anthropic-claude-code.jpg "Product Avatar Image")

Claude Code

](https://www.g2.com/products/anthropic-claude-code/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0ce786f0da74db088f8921e3f594a0d4/leadsquared-sales-crm.png "Product Avatar Image")

LeadSquared Sales CRM

](https://www.g2.com/products/leadsquared-sales-crm/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_103c2cd3d92987332c3abdd9662a2831/qualia.png "Product Avatar Image")

Qualia

](https://www.g2.com/products/qualia/reviews)[
View all
](https://www.g2.com/products/metabase/integrations)

Screenshots

**Lightdash**
 ![Lightdash screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1346066/CleanShot-2023-11-02-at-10.09.18.gif)

**Metabase**
 ![Metabase screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/168488/powered-by-metabase.png)

Ratings

Meets Requirements

**Lightdash**

9.0

9.015

**Metabase**

8.7

8.7103

Ease of Use

**Lightdash**

9.3

9.315

**Metabase**

8.4

8.4106

Ease of Setup

**Lightdash**

9.6

9.612

**Metabase**

9.1

9.145

Ease of Admin

**Lightdash**

9.0

9.010

**Metabase**

9.0

9.026

Quality of Support

**Lightdash**

9.9

9.913

**Metabase**

8.0

8.076

Has the product been a good partner in doing business?

**Lightdash**

10.0

10.010

**Metabase**

8.9

8.921

Product Direction (% positive)

**Lightdash**

10.0

10.015

**Metabase**

8.4

8.492

Features

Analytics Platforms[Hide 136 FeaturesShow 136 Features](javascript:void(0);)

7.4

14

8.1

70

Reports

Reports Interface

9.4(won by 0.5)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.9

47

Steps to Answer

8.1

9

8.5(won by 0.4)

42

Graphs and Charts

9.5(won by 0.9)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.6

47

Score Cards

8.8(won by 0.5)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

40

Dashboards

9.7(won by 0.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

9.1

46

Customizable Reports

Not enough data

Not enough data

Marketing Reports

Not enough data

Not enough data

Sales Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Interactive Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Customizable Dashboard

Not enough data

Not enough data

Data Preparation

Connectors

8.3(tied score)

9

8.3(tied score)

47

Data Governance

8.8(won by 0.5)

8

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

45

Data Modeling and Blending

Data Querying

9.6(won by 1.0)

8

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.6

57

Data Filtering

9.6(won by 0.8)

8

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.8

57

Data Blending

6.7

6

8.3(won by 1.6)

52

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Capture and Transfer

Not enough data

Not enough data

Generative AI

AI Text Generation

1.9

6

7.1(won by 5.2)

17

 (There is a greater than 0.5 difference between this product's rating and its competitors)

AI Text Summarization

2.5

6

7.5(won by 5.0)

17

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Generative AI

Not enough data

Not enough data

Agentic AI - Analytics Platforms

Autonomous Task Execution

Not enough data

6.5(won by default)

9

Multi-step Planning

Not enough data

7.3(won by default)

8

Cross-system Integration

Not enough data

8.0(won by default)

9

Adaptive Learning

Not enough data

7.5(won by default)

8

Natural Language Interaction

Not enough data

7.1(won by default)

8

Proactive Assistance

Feature Not Available

7.1(won by default)

8

Decision Making

Not enough data

7.7(won by default)

8

Third-Party Integrations

Not enough data

Not enough data

Self Service 

Calculated Fields

8.3(tied score)

13

8.3(tied score)

41

Data Column Filtering

9.4(won by 0.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.8

41

Data Discovery

8.6

11

8.7(won by 0.1)

43

Search

8.3(won by 0.2)

9

8.1

41

Collaboration / Workflow

9.4(won by 1.0)

9

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.4

39

Automodeling

3.1

6

7.7(won by 4.6)

35

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Natural Language Search

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Deployment & Integration - Analytics Platforms

No-code Dashboard Builder

Not enough data

9.0(won by default)

12

Report Scheduling and Automation

Not enough data

8.7(won by default)

9

Embedded Analytics and White-labeling

Not enough data

8.7(won by default)

9

Data Source Connectivity

Not enough data

9.1(won by default)

11

Multiple Data Sources

Not enough data

Not enough data

Query Builder

Not enough data

Not enough data

Advanced Analytics

Predictive Analytics

3.1

9

7.5(won by 4.4)

40

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Visualization

8.8

13

9.1(won by 0.3)

46

Big Data Services

6.5

9

7.8(won by 1.3)

41

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Performance & Scalability - Analytics Platforms

Large data handling and Query Speed

Not enough data

7.1(won by default)

15

Concurrent User Support

Not enough data

7.8(won by default)

9

Database Support

Not enough data

Not enough data

Advanced Analytics & Modeling - Analytics Platforms

Data Modeling and Governance

Not enough data

7.4(won by default)

9

Notebook and Script Integration

Not enough data

7.3(won by default)

8

Built-in Predictive and Statistical Models

Not enough data

7.8(won by default)

9

Agentic AI Capabilities - Analytics Platforms

Auto-generated Insights and Narratives

Not enough data

7.2(won by default)

9

Natural Language Queries

Not enough data

7.1(won by default)

8

Proactive KPI Monitoring and Alerts

Not enough data

7.5(won by default)

8

AI Agents for Analytical Follow-ups

Not enough data

7.5(won by default)

8

Personalized Intelligence - Analytics Platforms

Behavioral Learning for Contextual Query Refinement

Not enough data

7.9(won by default)

8

Role-based Insight Personalization

Not enough data

7.9(won by default)

8

Conversational and Prompt-based Analytics

Not enough data

8.8(won by default)

8

Ad hoc Query

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Building Reports

Data Transformation

5.6

9

8.8(won by 3.2)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Modeling

7.1

11

8.3(won by 1.2)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

WYSIWYG Report Design

7.4

9

8.6(won by 1.2)

16

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Integration APIs

6.9

9

8.8(won by 1.9)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Drag & Drop

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Sales Trend Analysis

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Storytelling

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Financing Management

Not enough data

Not enough data

Self-service Analytics

Not enough data

Not enough data

KPI Monitoring

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Scorecards

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Progress Tracking

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Profitability Analysis

Not enough data

Not enough data

Project Tracking

Not enough data

Not enough data

Strategic Planning

Not enough data

Not enough data

Goal Setting/Tracking

Not enough data

Not enough data

Publishing/Sharing

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Templates

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Financial Reporting

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

OLAP

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Business Intelligence[Hide 85 FeaturesShow 85 Features](javascript:void(0);)

Not enough data

8.5

59

Reports

Reports Interface

9.4(won by 0.5)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.9

47

Steps to Answer

8.1

9

8.5(won by 0.4)

42

Graphs and Charts

9.5(won by 0.9)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.6

47

Score Cards

8.8(won by 0.5)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

40

Dashboards

9.7(won by 0.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

9.1

46

Customizable Reports

Not enough data

Not enough data

Marketing Reports

Not enough data

Not enough data

Sales Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Interactive Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Customizable Dashboard

Not enough data

Not enough data

Self Service 

Calculated Fields

8.3(tied score)

13

8.3(tied score)

41

Data Column Filtering

9.4(won by 0.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.8

41

Data Discovery

8.6

11

8.7(won by 0.1)

43

Search

8.3(won by 0.2)

9

8.1

41

Collaboration / Workflow

9.4(won by 1.0)

9

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.4

39

Automodeling

3.1

6

7.7(won by 4.6)

35

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Natural Language Search

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Advanced Analytics

Predictive Analytics

3.1

9

7.5(won by 4.4)

40

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Visualization

8.8

13

9.1(won by 0.3)

46

Big Data Services

6.5

9

7.8(won by 1.3)

41

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Building Reports

Data Transformation

5.6

9

8.8(won by 3.2)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Modeling

7.1

11

8.3(won by 1.2)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

WYSIWYG Report Design

7.4

9

8.6(won by 1.2)

16

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Integration APIs

6.9

9

8.8(won by 1.9)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Platform

Mobile User Support

Not enough data

Not enough data

Customization 

Not enough data

Not enough data

User, Role, and Access Management

Not enough data

Not enough data

Internationalization

Not enough data

Not enough data

Sandbox / Test Environments

Not enough data

Not enough data

Performance and Reliability

Not enough data

Not enough data

Breadth of Partner Applications

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Additional Functionality

Customizable Branding

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Publishing/Sharing

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Strategic Planning

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Text Analysis

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Benchmarking

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Trend/Problem Indicators

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Profitability Analysis

Not enough data

Not enough data

OLAP

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Key Performance Indicators

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Data Mining

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Embedded Business Intelligence[Hide 74 FeaturesShow 74 Features](javascript:void(0);)

Not enough data

8.5

59

Reports

Reports Interface

9.4(won by 0.5)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.9

47

Steps to Answer

8.1

9

8.5(won by 0.4)

42

Graphs and Charts

9.5(won by 0.9)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.6

47

Score Cards

8.8(won by 0.5)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.3

40

Dashboards

9.7(won by 0.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

9.1

46

Customizable Reports

Not enough data

Not enough data

Marketing Reports

Not enough data

Not enough data

Sales Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Interactive Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Customizable Dashboard

Not enough data

Not enough data

Self Service 

Calculated Fields

8.3(tied score)

13

8.3(tied score)

41

Data Column Filtering

9.4(won by 0.6)

11

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.8

41

Data Discovery

8.6

11

8.7(won by 0.1)

43

Search

8.3(won by 0.2)

9

8.1

41

Collaboration / Workflow

9.4(won by 1.0)

9

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.4

39

Automodeling

3.1

6

7.7(won by 4.6)

35

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Natural Language Search

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Building Reports

Data Transformation

5.6

9

8.8(won by 3.2)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Data Modeling

7.1

11

8.3(won by 1.2)

13

 (There is a greater than 0.5 difference between this product's rating and its competitors)

WYSIWYG Report Design

7.4

9

8.6(won by 1.2)

16

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Integration APIs

6.9

9

8.8(won by 1.9)

10

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Real-Time Data

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Generative AI

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Mobile Reporting

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Customization

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Application Development

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Geographic Maps

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Self-service Analytics

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Integration into Third Party Applications

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Visual Workflow Management

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Benchmarking

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Streaming Analytics

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![Lightdash](https://images.g2crowd.com/uploads/product/hd_favicon/e07a310eefde2a0742eb19a8f047be6d/lightdash.svg "Lightdash")](https://www.g2.com/products/lightdash/reviews)

Lightdash

Small-Business(50 or fewer emp.)

21.1%

Mid-Market(51-1000 emp.)

57.9%

Enterprise(\> 1000 emp.)

21.1%

[![Metabase](https://images.g2crowd.com/uploads/product/hd_favicon/dcd43c42acdb561c9d6daf2ddf0d07b9/metabase.svg "Metabase")](https://www.g2.com/products/metabase/reviews)

Metabase

Small-Business(50 or fewer emp.)

34.8%

Mid-Market(51-1000 emp.)

52.5%

Enterprise(\> 1000 emp.)

12.8%

Small-Business

(50 or fewer emp.)

21.1%

34.8%

Mid-Market

(51-1000 emp.)

57.9%

52.5%

Enterprise

(\> 1000 emp.)

21.1%

12.8%

Reviewers' Industry

[![Lightdash](https://images.g2crowd.com/uploads/product/hd_favicon/e07a310eefde2a0742eb19a8f047be6d/lightdash.svg "Lightdash")](https://www.g2.com/products/lightdash/reviews)
Lightdash

Information Technology and Services

23.5%

Retail

11.8%

Real Estate

11.8%

Online Media

11.8%

Utilities

5.9%

Other

35.3%

[![Metabase](https://images.g2crowd.com/uploads/product/hd_favicon/dcd43c42acdb561c9d6daf2ddf0d07b9/metabase.svg "Metabase")](https://www.g2.com/products/metabase/reviews)
Metabase

Information Technology and Services

15.0%

Computer Software

12.9%

Financial Services

10.0%

Hospital & Health Care

5.0%

Internet

4.3%

Other

52.9%

FAQs

## Lightdash vs Metabase FAQs

Generated using AI

Last updated: August 15, 2026

### What is the difference between Metabase vs Lightdash?

Lightdash stands out from Metabase with higher reviewer ratings for ease of use, setup, and support, while both target the mid-market segment.

| [Metabase](https://www.g2.com/products/metabase/reviews) | [Lightdash](https://www.g2.com/products/lightdash/reviews) |
| --- | --- |
| 4.4/5 (147 reviews) | 4.9/5 (19 reviews) |
| Mid-Market | Mid-Market |
| 9.1 | 9.6 |
| 8.0 | 9.9 |
| Ease of Use (11 all-time mentions) | — |

### How do the pricing models of Metabase and Lightdash compare?

Lightdash is rated as the stronger value by reviewers, with higher satisfaction on price and cost-related dimensions.

- **Metabase:** Reviewers highlight Metabase as cost-effective, especially for small teams or startups, and appreciate its open-source option for budget-conscious buyers.
- **Lightdash:** Reviewers consistently praise Lightdash for its fixed, reasonable pricing for unlimited users and its open-source or low-priced cloud offering, noting it as a fraction of the price of legacy BI tools.

### What are the best alternatives to Metabase and Lightdash?

The top three alternatives to Metabase and Lightdash are Looker, Amazon QuickSight, and Apache Superset.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Metabase](https://www.g2.com/products/metabase/reviews) | 4.4/5 (147) | Mid-Market | Cost-effective for small teams, open-source option | Ease of Use (11 all-time mentions) |
| [Lightdash](https://www.g2.com/products/lightdash/reviews) | 4.9/5 (19) | Mid-Market | Fixed, reasonable pricing for unlimited users | Integration with dbt, rapid feature development |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1656) | Mid-Market | — | Strong semantic modeling, developer-friendly |
| [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) | 4.3/5 (696) | Small-Business | — | Integration with AWS ecosystem |
| [Apache Superset](https://www.g2.com/products/apache-superset/reviews) | 4.4/5 (53) | Mid-Market | — | Open-source, flexible dashboarding |

### Which Analytics Platforms features should I prioritize when comparing Metabase and Lightdash?

Buyers should prioritize ease of use, ease of setup, quality of support, dashboard capabilities, and integration flexibility when comparing Metabase and Lightdash.

- **Ease of Use:** Metabase scores 8.4, Lightdash 9.3.
- **Ease of Setup:** Metabase scores 9.1, Lightdash 9.6.
- **Quality of Support:** Metabase scores 8.0, Lightdash 9.9.
- **Dashboards:** Metabase has 4 all-time mentions for data visualization and dashboards; Lightdash is frequently praised for dashboard creation and semantic validation.
- **Integration Flexibility:** Metabase is cited for integrations with Snowflake (2 all-time mentions); Lightdash is noted for Slack integration (2 all-time mentions) and deep dbt integration.

### What are the pros and cons of Metabase vs Lightdash?

Metabase's headline strength is ease of use, while Lightdash's is its integration with dbt and rapid feature development.

- **Metabase strengths:** Ease of use (11 all-time mentions), intuitive interface (5), easy setup (4), strong data visualization (4), efficient report generation (4), and easy integrations (3).
- **Metabase trade-offs:** Slow performance (5 all-time mentions), missing advanced features (4), slow loading (4), and limited dashboard customization.
- **Lightdash strengths:** Deep integration with dbt, rapid feature releases, intuitive dashboard and chart creation, and strong support experiences.
- **Lightdash trade-offs:** Some reviewers note a need for higher technical skill for advanced use, and a desire for broader visualization options and more mature mobile solutions.

### Is Metabase or Lightdash better for small businesses?

Metabase is the better fit for small businesses, supported by its cost-effectiveness and open-source model.

- **Metabase:** Largest segment is Mid-Market, but reviewers consistently highlight its value for small teams and startups, especially due to its open-source option and low cost of entry.
- **Lightdash:** Largest segment is Mid-Market, with reviewers noting its suitability for lean teams and developer-centric organizations, but less emphasis on small-business adoption.

### Which Analytics Platforms platform has better integrations?

Metabase and Lightdash are at parity for integrations, each with reviewer-cited strengths in different areas.

- **Metabase:** Integrates with Snowflake, with 2 all-time mentions in reviews.
- **Lightdash:** Integrates with Slack (2 all-time mentions) and is frequently praised for its deep integration with dbt.

### How do Metabase and Lightdash compare on customer support?

Lightdash outperforms Metabase on Quality of Support by a material margin of 1.9 points (9.9 vs 8.0).

- **Metabase:** Reviewers describe support as generally helpful, with some reliance on community resources for self-hosted deployments and occasional feedback about limited support for advanced needs.
- **Lightdash:** Reviewers consistently praise Lightdash for highly responsive, hands-on support, rapid feature delivery, and a collaborative approach to customer feedback.

### Which is easier to implement, Metabase or Lightdash?

Lightdash leads Metabase on Ease of Setup by 0.5 points (9.6 vs 9.1), with both products rated highly for implementation.

- **Metabase:** Reviewers highlight simple onboarding, quick setup, and ease of connecting to databases, especially for non-technical users.
- **Lightdash:** Reviewers report very fast implementation, often within 1-2 days, and praise its intuitive setup process, especially for teams already using dbt.

### Which product has better Dashboards?

Metabase and Lightdash both receive strong reviewer sentiment for Dashboards, with Metabase having more all-time mentions for data visualization and dashboard creation.

- **Metabase:** 4 all-time mentions for data visualization and dashboards, with reviewers citing ease of dashboard creation and customization.
- **Lightdash:** Reviewers frequently praise dashboard creation, semantic validation, and the ability to build dashboards quickly, especially for dbt-centric teams.

Alternatives

**Lightdash Alternatives**

 ![Apache Superset](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_ddf79295bafe040e5eb4445f76436884/apache-superset.png "Apache Superset")

[
Apache Superset
](/products/apache-superset/reviews)

 ![Looker](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/looker.png "Looker")

[
Looker
](/products/looker/reviews)

 ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau")

[
Tableau
](/products/tableau/reviews)

 ![Sigma](https://images.g2crowd.com/uploads/product/hd_favicon/ddfbcf018eac0237200bdbd0ee80601c/sigma-computing-sigma.svg "Sigma")

[
Sigma
](/products/sigma-computing-sigma/reviews)

**Metabase Alternatives**

 ![Looker](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/looker.png "Looker")

[
Looker
](/products/looker/reviews)

 ![Amazon Quick](https://images.g2crowd.com/uploads/product/hd_favicon/5383be31b099738701f86724a8b5cf9a/amazon-quick.svg "Amazon Quick")

[
Amazon Quick
](/products/amazon-quick/reviews)

 ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau")

[
Tableau
](/products/tableau/reviews)

 ![Sigma](https://images.g2crowd.com/uploads/product/hd_favicon/ddfbcf018eac0237200bdbd0ee80601c/sigma-computing-sigma.svg "Sigma")

[
Sigma
](/products/sigma-computing-sigma/reviews)

## Lightdash vs Metabase

When assessing the two solutions, reviewers found Lightdash easier to use and set up. Reviewers also felt that Lightdash was easier to do business with overall. However, reviewers felt that administration of both products was equally easy.

- Reviewers felt that Lightdash meets the needs of their business better than Metabase.
- When comparing quality of ongoing product support, reviewers felt that Lightdash is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Lightdash over Metabase.