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# Apache Superset vs Lightdash Comparison - What are their main differences?

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Apache SupersetLightdash[+ Add Product](#)

Reviews

**Apache Superset** [

4.4/5(53)

](https://www.g2.com/products/apache-superset/reviews#reviews)

**Lightdash** [

4.9/5(19)

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

Pricing

**Apache Superset**
No pricing available

**Lightdash**
Free Trial

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

**Pricing Insights**
from reviews

Time to Implement

**Apache Superset**
Not enough reviews yet

**Lightdash**
Not enough reviews yet

Return on Investment

**Apache Superset**
Not enough reviews yet

**Lightdash**
Not enough reviews yet

Perceived Cost

**Apache Superset**
$$$$$

**Lightdash**
Not enough reviews yet

Average Discount

**Apache Superset**
Not enough reviews yet

**Lightdash**
Not enough reviews yet

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

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

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Pros & Cons

**Apache Superset**
[
Ease of Use (2)
](https://www.g2.com/products/apache-superset/reviews?filters%5Bsentiment_snippet%5D=2429179&qs=pros-and-cons#reviews)[
Automation (1)
](https://www.g2.com/products/apache-superset/reviews?filters%5Bsentiment_snippet%5D=2429210&qs=pros-and-cons#reviews)[
Slow Performance (1)
](https://www.g2.com/products/apache-superset/reviews?filters%5Bsentiment_snippet%5D=2429122&qs=pros-and-cons#reviews)[
SQL Issues (1)
](https://www.g2.com/products/apache-superset/reviews?filters%5Bsentiment_snippet%5D=2429199&qs=pros-and-cons#reviews)

**Lightdash**
Not enough data

Integrations

**Apache Superset**
[

 ![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_240340edca859994ec71e4490aa20022/mysql.png "Product Avatar Image")

MySQL

](https://www.g2.com/products/mysql/reviews)[
View all
](https://www.g2.com/products/apache-superset/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)

Screenshots

**Apache Superset**
No screenshot available

**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)

Ratings

Meets Requirements

**Apache Superset**

8.8

8.835

**Lightdash**

9.0

9.015

Ease of Use

**Apache Superset**

8.9

8.936

**Lightdash**

9.3

9.315

Ease of Setup

**Apache Superset**

8.3

8.322

**Lightdash**

9.6

9.612

Ease of Admin

**Apache Superset**

8.5

8.517

**Lightdash**

9.0

9.010

Quality of Support

**Apache Superset**

7.6

7.631

**Lightdash**

9.9

9.913

Has the product been a good partner in doing business?

**Apache Superset**

9.1

9.116

**Lightdash**

10.0

10.010

Product Direction (% positive)

**Apache Superset**

9.6

9.632

**Lightdash**

10.0

10.015

Features

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

8.7

35

7.4

14

Reports

Reports Interface

8.9

28

9.4(won by 0.5)

11

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

Steps to Answer

8.5(won by 0.4)

22

8.1

9

Graphs and Charts

9.1

27

9.5(won by 0.4)

11

Score Cards

8.8(tied score)

23

8.8(tied score)

10

Dashboards

9.3

29

9.7(won by 0.4)

11

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

9.0(won by 0.7)

21

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

8.3

9

Data Governance

8.4

20

8.8(won by 0.4)

8

Data Modeling and Blending

Data Querying

8.6

25

9.6(won by 1.0)

8

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

Data Filtering

8.8

26

9.6(won by 0.8)

8

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

Data Blending

8.5(won by 1.8)

21

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

6.7

6

Data Capture and Transfer

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

1.9(won by default)

6

AI Text Summarization

Not enough data

2.5(won by default)

6

Generative AI

Not enough data

Not enough data

Agentic AI - Analytics Platforms

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Feature Not Available

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Self Service 

Calculated Fields

8.9(won by 0.6)

25

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

8.3

13

Data Column Filtering

9.0

26

9.4(won by 0.4)

11

Data Discovery

8.8(won by 0.2)

24

8.6

11

Search

8.9(won by 0.6)

25

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

8.3

9

Collaboration / Workflow

8.5

26

9.4(won by 0.9)

9

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

Automodeling

8.0(won by 4.9)

23

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

3.1

6

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

Not enough data

Report Scheduling and Automation

Not enough data

Not enough data

Embedded Analytics and White-labeling

Not enough data

Not enough data

Data Source Connectivity

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Query Builder

Not enough data

Not enough data

Advanced Analytics

Predictive Analytics

8.3(won by 5.2)

23

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

3.1

9

Data Visualization

8.8(tied score)

30

8.8(tied score)

13

Big Data Services

8.7(won by 2.2)

25

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

6.5

9

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

Not enough data

Concurrent User Support

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Advanced Analytics & Modeling - Analytics Platforms

Data Modeling and Governance

Not enough data

Not enough data

Notebook and Script Integration

Not enough data

Not enough data

Built-in Predictive and Statistical Models

Not enough data

Not enough data

Agentic AI Capabilities - Analytics Platforms

Auto-generated Insights and Narratives

Not enough data

Not enough data

Natural Language Queries

Not enough data

Not enough data

Proactive KPI Monitoring and Alerts

Not enough data

Not enough data

AI Agents for Analytical Follow-ups

Not enough data

Not enough data

Personalized Intelligence - Analytics Platforms

Behavioral Learning for Contextual Query Refinement

Not enough data

Not enough data

Role-based Insight Personalization

Not enough data

Not enough data

Conversational and Prompt-based Analytics

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Building Reports

Data Transformation

8.7(won by 3.1)

22

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

5.6

9

Data Modeling

8.9(won by 1.8)

19

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

7.1

11

WYSIWYG Report Design

8.9(won by 1.5)

19

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

7.4

9

Integration APIs

8.2(won by 1.3)

19

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

6.9

9

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

User Insights

Reviewers' Company Size

[![Apache Superset](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_ddf79295bafe040e5eb4445f76436884/apache-superset.png "Apache Superset")](https://www.g2.com/products/apache-superset/reviews)

Apache Superset

Small-Business(50 or fewer emp.)

32.0%

Mid-Market(51-1000 emp.)

46.0%

Enterprise(\> 1000 emp.)

22.0%

[![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%

Small-Business

(50 or fewer emp.)

32.0%

21.1%

Mid-Market

(51-1000 emp.)

46.0%

57.9%

Enterprise

(\> 1000 emp.)

22.0%

21.1%

Reviewers' Industry

[![Apache Superset](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_ddf79295bafe040e5eb4445f76436884/apache-superset.png "Apache Superset")](https://www.g2.com/products/apache-superset/reviews)
Apache Superset

Financial Services

14.0%

Information Technology and Services

12.0%

Computer Software

12.0%

Telecommunications

6.0%

Marketing and Advertising

6.0%

Other

50.0%

[![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%

FAQs

## Apache Superset vs Lightdash FAQs

Generated using AI

Last updated: August 15, 2026

### What is the difference between Apache Superset vs Lightdash?

Lightdash stands out from Apache Superset with higher reviewer satisfaction across all key dimensions, especially in ease of setup and support.

| [Apache Superset](https://www.g2.com/products/apache-superset/reviews) | [Lightdash](https://www.g2.com/products/lightdash/reviews) |
| --- | --- |
| 4.4/5 (53 reviews) | 4.9/5 (19 reviews) |
| Mid-Market | Mid-Market |
| 8.3 | 9.6 |
| 7.6 | 9.9 |
| Ease of Use (2 all-time mentions) | — |

### How do the pricing models of Apache Superset and Lightdash compare?

Lightdash is rated higher for value, with reviewers expressing greater satisfaction with its pricing and cost structure compared to Apache Superset.

- **Apache Superset:** Reviewers highlight its free and open-source nature as a major value driver, especially for organizations seeking to avoid enterprise costs.
- **Lightdash:** Reviewers consistently praise its fixed, reasonable pricing for unlimited users and its open-source or low-cost cloud offering, noting it as a clear advantage over consumption or user-license-based competitors.
- **Switching reasons:** Several reviewers report switching from Tableau, Power BI, and Looker to Lightdash due to its pricing transparency and integration with dbt.

### What are the best alternatives to Apache Superset and Lightdash?

The top three alternatives to Apache Superset and Lightdash are Metabase, Microsoft Power BI, and Tableau.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Apache Superset](https://www.g2.com/products/apache-superset/reviews) | 4.4/5 (53 reviews) | Mid-Market | Free and open-source, praised for cost savings | Ease of Use (2 all-time mentions) |
| [Lightdash](https://www.g2.com/products/lightdash/reviews) | 4.9/5 (19 reviews) | Mid-Market | Fixed, reasonable pricing for unlimited users | dbt integration and rapid feature development |
| [Metabase](https://www.g2.com/products/metabase/reviews) | 4.4/5 (147 reviews) | Mid-Market | — | — |
| [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) | 4.5/5 (1658 reviews) | Enterprise | — | — |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3787 reviews) | Enterprise | — | — |

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

Buyers comparing Apache Superset and Lightdash should prioritize Dashboards, Ease of Setup, Quality of Support, Integrations, and Pricing.

- **Dashboards:** Apache Superset (multiple all-time mentions), Lightdash (frequent positive reviewer sentiment)
- **Ease of Setup:** Apache Superset 8.3, Lightdash 9.6
- **Quality of Support:** Apache Superset 7.6, Lightdash 9.9
- **Integrations:** Apache Superset (MySQL, recent reviews), Lightdash (Slack, 2 all-time mentions)
- **Pricing:** Apache Superset (free/open-source, praised for cost savings), Lightdash (fixed, reasonable pricing for unlimited users)

### What are the pros and cons of Apache Superset vs Lightdash?

Apache Superset's headline strength is its open-source flexibility, while Lightdash's is its ease of use and integration with dbt.

- **Apache Superset strengths:** Open-source and free, highly customizable, praised for ease of use (2 all-time mentions), strong SQL querying capabilities, and broad integration options.
- **Apache Superset trade-offs:** Reviewers note challenges with scaling, complex setup for non-technical users, limited visualization interactivity, and UI/UX improvement needs (1 all-time mention each for slow performance, SQL issues, and UX improvement).
- **Lightdash strengths:** Reviewers highlight ease of use, rapid implementation (often within 2 days), deep dbt integration, fixed pricing for unlimited users, and highly responsive support.
- **Lightdash trade-offs:** Some reviewers mention a need for more advanced visualizations and that higher technical skill is required for full effectiveness.

### Is Apache Superset or Lightdash better for small businesses?

Lightdash is the better fit for small businesses, with reviewers noting rapid adoption and ease of use for lean teams.

- **Apache Superset:** Largest reviewer segment is Mid-Market; reviewers appreciate its cost savings and flexibility but note a steeper learning curve for non-technical users.
- **Lightdash:** Largest reviewer segment is Mid-Market; reviewers consistently highlight its intuitive interface, quick setup, and suitability for small, agile teams.

### Which Analytics Platforms platform has better integrations?

Apache Superset and Lightdash are at parity for integrations, with each product supporting key integrations cited by reviewers.

- **Apache Superset:** Reviewers mention integration with MySQL in recent reviews.
- **Lightdash:** Slack integration is cited in recent reviews (2 all-time mentions).

### How do Apache Superset and Lightdash compare on customer support?

Lightdash outperforms Apache Superset on Quality of Support by a material margin, with a 2.3-point higher score (9.9 vs 7.6).

- **Apache Superset:** Reviewers describe support as generally positive but note areas for improvement in response time and documentation.
- **Lightdash:** Reviewers consistently praise the support team for responsiveness, hands-on assistance, and rapid feature delivery, with multiple reviews citing 10/10 support experiences.

### Which is easier to implement, Apache Superset or Lightdash?

Lightdash is easier to implement than Apache Superset, with a 1.3-point higher Ease of Setup score (9.6 vs 8.3).

- **Apache Superset:** Reviewers note that setup can be challenging for non-technical users, with some citing the need for technical expertise and time investment for configuration.
- **Lightdash:** Reviewers frequently highlight rapid implementation, often within 2 days, and describe the setup process as intuitive and straightforward, especially for teams already using dbt.

### Which product has better Dashboards?

Both Apache Superset and Lightdash are highly rated for Dashboards, with reviewers citing strong dashboard capabilities for each.

- **Apache Superset:** Dashboards are the most frequently mentioned feature, with multiple all-time mentions and positive sentiment around customization and interactivity.
- **Lightdash:** Reviewers consistently praise dashboard creation, ease of use, and the ability to answer business questions through dashboards, with high satisfaction reflected in recent reviews.

Alternatives

**Apache Superset Alternatives**

 ![Microsoft Power BI](https://images.g2crowd.com/uploads/product/hd_favicon/2febb6721c3decc33a9bbf255022ac47/microsoft-microsoft-power-bi.svg "Microsoft Power BI")

[
Microsoft Power BI
](/products/microsoft-microsoft-power-bi/reviews)

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

[
Tableau
](/products/tableau/reviews)

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

[
Metabase
](/products/metabase/reviews)

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

[
Looker
](/products/looker/reviews)

**Lightdash Alternatives**

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

[
Metabase
](/products/metabase/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)

## Apache Superset vs Lightdash

When assessing the two solutions, reviewers found Lightdash easier to use, set up, and administer. Reviewers also preferred doing business with Lightdash overall.

- Reviewers felt that Lightdash meets the needs of their business better than Apache Superset.
- 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 Apache Superset.