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# Plotly Dash Enterprise vs Redash Comparison - What are their main differences?

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DashRedash[+ Add Product](#)

Reviews

**Plotly Dash Enterprise** [

4.8/5(36)

](https://www.g2.com/products/plotly-dash-enterprise/reviews#reviews)

**Redash** [

4.3/5(44)

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

Pricing

**Plotly Dash Enterprise**
No pricing available

**Redash**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**Plotly Dash Enterprise**
Not enough reviews yet

**Redash**
\<1 month

Based on 6 responses

Return on Investment

**Plotly Dash Enterprise**
Not enough reviews yet

**Redash**
Not enough reviews yet

Perceived Cost

**Plotly Dash Enterprise**
$$$$$

**Redash**
$$$$$

Average Discount

**Plotly Dash Enterprise**
Not enough reviews yet

**Redash**
Not enough reviews yet

 ![Plotly Dash Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/ef9550f3b0ac090abb26267a21d2041a/plotly-dash-enterprise.svg "Plotly Dash Enterprise")

 ![Redash](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b1662d4ab6e2a4dc412cadb7bd2083d0/redash.png "Redash")

G2 offers free advice on this comparison.

Chat with an expert

How do we contact you?

 ![](/assets/advisor_router/text_message-df41c2977e57ce19bdccb768c56510d9fa9182b581f7903660ca57fd8634bf09.svg)Text Message

 ![](/assets/advisor_router/phone_call-c9171db19e0526ecaea5fcbe1122f2ba459d8ab314c830a23440e5a1a536d62f.svg)Phone Call

Who do you want to talk with?

 ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg)AI Agent

 ![](/assets/advisor_router/human-26a980d7eed0089d422337af1b2588329a59f3fec5a0eff6d1b43312553d4c7b.svg)Human

Pros & Cons

**Plotly Dash Enterprise**
[
Charting Features (1)
](https://www.g2.com/products/plotly-dash-enterprise/reviews?filters%5Bsentiment_snippet%5D=1986134&qs=pros-and-cons#reviews)[
Coding Ease (1)
](https://www.g2.com/products/plotly-dash-enterprise/reviews?filters%5Bsentiment_snippet%5D=1849338&qs=pros-and-cons#reviews)

**Redash**
[
Data Visualization (6)
](https://www.g2.com/products/redash/reviews?filters%5Bsentiment_snippet%5D=2022298&qs=pros-and-cons#reviews)[
Customization (3)
](https://www.g2.com/products/redash/reviews?filters%5Bsentiment_snippet%5D=2163905&qs=pros-and-cons#reviews)[
Error Handling (2)
](https://www.g2.com/products/redash/reviews?filters%5Bsentiment_snippet%5D=1438132&qs=pros-and-cons#reviews)[
Missing Features (2)
](https://www.g2.com/products/redash/reviews?filters%5Bsentiment_snippet%5D=2163776&qs=pros-and-cons#reviews)

Screenshots

**Plotly Dash Enterprise**
 ![Plotly Dash Enterprise 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/89946/dash-salesforce-crm.png)

**Redash**
No screenshot available

Ratings

Meets Requirements

**Plotly Dash Enterprise**

8.8

8.830

**Redash**

8.8

8.840

Ease of Use

**Plotly Dash Enterprise**

8.4

8.430

**Redash**

8.7

8.740

Ease of Setup

**Plotly Dash Enterprise**

8.9

8.916

**Redash**

7.8

7.815

Ease of Admin

**Plotly Dash Enterprise**

8.3

8.314

**Redash**

8.8

8.812

Quality of Support

**Plotly Dash Enterprise**

8.1

8.127

**Redash**

8.5

8.526

Has the product been a good partner in doing business?

**Plotly Dash Enterprise**

8.8

8.812

**Redash**

8.9

8.911

Product Direction (% positive)

**Plotly Dash Enterprise**

8.8

8.830

**Redash**

8.2

8.239

Features

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

9.1

20

8.6

30

Reports

Reports Interface

8.5

12

|

Verified

8.7(won by 0.2)

29

|

Verified

Steps to Answer

7.9

8

|

Verified

8.2(won by 0.3)

24

|

Verified

Graphs and Charts

9.4(won by 0.8)

19

|

Verified

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

8.6

30

|

Verified

Score Cards

9.8(won by 1.5)

8

|

Verified

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

8.3

22

|

Verified

Dashboards

8.8

18

|

Verified

9.0(won by 0.2)

30

|

Verified

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

9.0(won by default)

12

|

Verified

Not enough data

Data Column Filtering

8.4(won by default)

17

|

Verified

Not enough data

Data Discovery

9.0(won by default)

15

|

Verified

Not enough data

Search

8.5(won by default)

11

Not enough data

Collaboration / Workflow

8.5(won by default)

8

|

Verified

Not enough data

Automodeling

7.7(won by default)

5

|

Verified

Not enough data

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

9.0(won by default)

8

|

Verified

Not enough data

Data Visualization

9.5(won by default)

14

|

Verified

Not enough data

Big Data Services

8.7(won by default)

9

|

Verified

Not enough data

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 Modeling

8.3(won by default)

6

|

Verified

Not enough data

Integration APIs

8.3(won by default)

6

|

Verified

Not enough data

Data Transformation

Feature Not Available

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

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

Data Visualization[Hide 83 FeaturesShow 83 Features](javascript:void(0);)

Not enough data

8.6

30

Reports

Reports Interface

8.5

12

|

Verified

8.7(won by 0.2)

29

|

Verified

Steps to Answer

7.9

8

|

Verified

8.2(won by 0.3)

24

|

Verified

Graphs and Charts

9.4(won by 0.8)

19

|

Verified

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

8.6

30

|

Verified

Score Cards

9.8(won by 1.5)

8

|

Verified

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

8.3

22

|

Verified

Dashboards

8.8

18

|

Verified

9.0(won by 0.2)

30

|

Verified

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

Reports

Reports Interface

Not enough data

Not enough data

Share Reports

Not enough data

Not enough data

Steps to Answer

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Visualization

Graphs and Charts

Not enough data

Not enough data

Score Cards

Not enough data

Not enough data

Dashboards

Not enough data

Not enough data

Formats

Not enough data

Not enough data

Mobile Dashboards

Not enough data

Not enough data

Public Dashboards

Not enough data

Not enough data

Private Dashboards

Not enough data

Not enough data

Data Updates

Historical Snapshots

Not enough data

Not enough data

Real-Time Updating

Not enough data

Not enough data

Collaboration

Sharing

Not enough data

Not enough data

Co-Editing

Not enough data

Not enough data

Devices

Not enough data

Not enough data

Data Updates

Historical Snapshots

Not enough data

Not enough data

Real-Time Updating

Not enough data

Not enough data

Scheduled/Automated Reports

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Additional Functionality

KPI Monitoring

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Natural Language Search

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Widgets

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

API

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Interactive Elements

Not enough data

Not enough data

Single Page View

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Functions/Calculations

Not enough data

Not enough data

Historical Reporting

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Visual Discovery

Not enough data

Not enough data

Real-Time Updates

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Relational Display

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

OLAP

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

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

8.8

20

Not enough data

Reports

Reports Interface

8.5

12

|

Verified

8.7(won by 0.2)

29

|

Verified

Steps to Answer

7.9

8

|

Verified

8.2(won by 0.3)

24

|

Verified

Graphs and Charts

9.4(won by 0.8)

19

|

Verified

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

8.6

30

|

Verified

Score Cards

9.8(won by 1.5)

8

|

Verified

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

8.3

22

|

Verified

Dashboards

8.8

18

|

Verified

9.0(won by 0.2)

30

|

Verified

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

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Data Modeling and Blending

Data Querying

Not enough data

Not enough data

Data Filtering

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

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

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Self Service 

Calculated Fields

9.0(won by default)

12

|

Verified

Not enough data

Data Column Filtering

8.4(won by default)

17

|

Verified

Not enough data

Data Discovery

9.0(won by default)

15

|

Verified

Not enough data

Search

8.5(won by default)

11

Not enough data

Collaboration / Workflow

8.5(won by default)

8

|

Verified

Not enough data

Automodeling

7.7(won by default)

5

|

Verified

Not enough data

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

9.0(won by default)

8

|

Verified

Not enough data

Data Visualization

9.5(won by default)

14

|

Verified

Not enough data

Big Data Services

8.7(won by default)

9

|

Verified

Not enough data

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 Modeling

8.3(won by default)

6

|

Verified

Not enough data

Integration APIs

8.3(won by default)

6

|

Verified

Not enough data

Data Transformation

Feature Not Available

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

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

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

9.0

20

Not enough data

Reports

Reports Interface

8.5

12

|

Verified

8.7(won by 0.2)

29

|

Verified

Steps to Answer

7.9

8

|

Verified

8.2(won by 0.3)

24

|

Verified

Graphs and Charts

9.4(won by 0.8)

19

|

Verified

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

8.6

30

|

Verified

Score Cards

9.8(won by 1.5)

8

|

Verified

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

8.3

22

|

Verified

Dashboards

8.8

18

|

Verified

9.0(won by 0.2)

30

|

Verified

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

9.0(won by default)

12

|

Verified

Not enough data

Data Column Filtering

8.4(won by default)

17

|

Verified

Not enough data

Data Discovery

9.0(won by default)

15

|

Verified

Not enough data

Search

8.5(won by default)

11

Not enough data

Collaboration / Workflow

8.5(won by default)

8

|

Verified

Not enough data

Automodeling

7.7(won by default)

5

|

Verified

Not enough data

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 Modeling

8.3(won by default)

6

|

Verified

Not enough data

Integration APIs

8.3(won by default)

6

|

Verified

Not enough data

Data Transformation

Feature Not Available

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

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

Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);)

9.2

13

Not enough data

Statistical Tool

Scripting

9.1(won by default)

11

Not enough data

Data Mining

8.8(won by default)

8

Not enough data

Algorithms

9.2(won by default)

6

Not enough data

Data Analysis

Analysis

9.5(won by default)

11

Not enough data

Data Interaction

9.5(won by default)

11

Not enough data

Time Series Analysis

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Decision Making

Modeling

9.4(won by default)

8

Not enough data

Data Visualizations

9.8(won by default)

9

Not enough data

Report Generation

9.0(won by default)

10

Not enough data

Data Unification

8.3(won by default)

9

Not enough data

Customizable Reports

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Demand Forecasting

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

For Healthcare

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Decision Support

Not enough data

Not enough data

Modeling & Simulation

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Retail

Not enough data

Not enough data

For Education

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Graphical Workflow Editor

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Business Rules Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Clustering

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Show 4 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Data Science and Machine Learning Platforms[Hide 75 FeaturesShow 75 Features](javascript:void(0);)

Not enough data

Not enough data

System

Data Ingestion & Wrangling

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Model Development

Language Support

Not enough data

Not enough data

Drag and Drop

Not enough data

Not enough data

Pre-Built Algorithms

Not enough data

Not enough data

Model Training

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

Not enough data

Not enough data

Machine/Deep Learning Services

Computer Vision

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Natural Language Generation

Not enough data

Not enough data

Artificial Neural Networks

Not enough data

Not enough data

Machine/Deep Learning Services

Natural Language Understanding

Not enough data

Not enough data

Deep Learning

Not enough data

Not enough data

Deployment

Managed Service

Not enough data

Not enough data

Application

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Additional Functionality

Customizable Reports

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Semantic Search

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Linked Data Management

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Text Mining

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Predictive Modeling

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Endpoint Management

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

Data Preparation

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

ML Algorithm Library

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

AI Text-to-Image

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Data Science and Machine Learning 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

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Big Data Analytics[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

Not enough data

Data Transformation

Real-Time Analytics

Not enough data

Not enough data

Data Querying

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Connectivity

Hadoop Integration

Not enough data

Not enough data

Spark Integration

Not enough data

Not enough data

Multi-Source Analysis

Not enough data

Not enough data

Data Lake

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

What-if Analysis

Not enough data

Not enough data

Statistical Analysis

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Operations

Data Visualization

Not enough data

Not enough data

Data Workflow

Not enough data

Not enough data

Governed Discovery

Not enough data

Not enough data

Embedded Analytics

Not enough data

Not enough data

Notebooks

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Additional Functionality

Data Warehousing

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Templates

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

No-Code

Not enough data

Not enough data

High Volume Processing

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Big Data[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Building Reports

Data Modeling

8.3(won by default)

6

|

Verified

Not enough data

Integration APIs

8.3(won by default)

6

|

Verified

Not enough data

Data Transformation

Feature Not Available

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

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

User Insights

Reviewers' Company Size

[![Plotly Dash Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/ef9550f3b0ac090abb26267a21d2041a/plotly-dash-enterprise.svg "Plotly Dash Enterprise")](https://www.g2.com/products/plotly-dash-enterprise/reviews)

Plotly Dash Enterprise

Small-Business(50 or fewer emp.)

47.2%

Mid-Market(51-1000 emp.)

22.2%

Enterprise(\> 1000 emp.)

30.6%

[![Redash](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b1662d4ab6e2a4dc412cadb7bd2083d0/redash.png "Redash")](https://www.g2.com/products/redash/reviews)

Redash

Small-Business(50 or fewer emp.)

36.4%

Mid-Market(51-1000 emp.)

50.0%

Enterprise(\> 1000 emp.)

13.6%

Small-Business

(50 or fewer emp.)

47.2%

36.4%

Mid-Market

(51-1000 emp.)

22.2%

50.0%

Enterprise

(\> 1000 emp.)

30.6%

13.6%

Reviewers' Industry

[![Plotly Dash Enterprise](https://images.g2crowd.com/uploads/product/hd_favicon/ef9550f3b0ac090abb26267a21d2041a/plotly-dash-enterprise.svg "Plotly Dash Enterprise")](https://www.g2.com/products/plotly-dash-enterprise/reviews)
Plotly Dash Enterprise

Computer Software

16.7%

Consumer Electronics

5.6%

Retail

5.6%

Research

5.6%

Oil & Energy

5.6%

Other

61.1%

[![Redash](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_b1662d4ab6e2a4dc412cadb7bd2083d0/redash.png "Redash")](https://www.g2.com/products/redash/reviews)
Redash

Information Technology and Services

25.0%

Computer Software

13.6%

Financial Services

11.4%

Marketing and Advertising

6.8%

Market Research

4.5%

Other

38.6%

Alternatives

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**Redash Alternatives**

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