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# Azure HDInsight vs Cloudera Comparison - What are their main differences?

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Azure HDInsightCloudera[+ Add Product](#)

Reviews

**Azure HDInsight** [

3.9/5(17)

](https://www.g2.com/products/azure-hdinsight/reviews#reviews)

**Cloudera** [

4.2/5(201)

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

Pricing

**Azure HDInsight**
No pricing available

**Cloudera**
 **$0.25** 1 CCU (Hourly rate) · AI Inference

**Pricing Insights**
from reviews

Time to Implement

**Azure HDInsight**
Not enough reviews yet

**Cloudera**
4 months

Based on 6 responses

Return on Investment

**Azure HDInsight**
Not enough reviews yet

**Cloudera**
11 months

Based on 5 responses

Perceived Cost

**Azure HDInsight**
Not enough reviews yet

**Cloudera**
$$$$$

Average Discount

**Azure HDInsight**
Not enough reviews yet

**Cloudera**
Not enough reviews yet

Pros & Cons

**Azure HDInsight**
Not enough data

**Cloudera**
[
Ease of Use (22)
](https://www.g2.com/products/cloudera/reviews?filters%5Bsentiment_snippet%5D=2499953&qs=pros-and-cons#reviews)[
Scalability (17)
](https://www.g2.com/products/cloudera/reviews?filters%5Bsentiment_snippet%5D=2500042&qs=pros-and-cons#reviews)[
Expensive (16)
](https://www.g2.com/products/cloudera/reviews?filters%5Bsentiment_snippet%5D=2500036&qs=pros-and-cons#reviews)[
Complexity (7)
](https://www.g2.com/products/cloudera/reviews?filters%5Bsentiment_snippet%5D=2499993&qs=pros-and-cons#reviews)

Integrations

**Azure HDInsight**
Not enough data

**Cloudera**
[

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

Amazon Athena

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3a7a925cc43d97814fa81ec2d6c06f45/amazon-rds-on-outposts.jpeg "Product Avatar Image")

Amazon RDS on Outposts

](https://www.g2.com/products/amazon-rds-on-outposts/reviews)[

 ![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_dafae3284768553dd5e97aedca33b5cf/amdocs.png "Product Avatar Image")

Amdocs

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

Ratings

Meets Requirements

**Azure HDInsight**

8.6

8.611

**Cloudera**

8.7

8.7126

Ease of Use

**Azure HDInsight**

8.0

8.011

**Cloudera**

8.3

8.3171

Ease of Setup

**Azure HDInsight**

8.0

8.05

**Cloudera**

8.1

8.1111

Ease of Admin

**Azure HDInsight**

9.0

9.05

**Cloudera**

8.0

8.067

Quality of Support

**Azure HDInsight**

8.3

8.39

**Cloudera**

8.1

8.1117

Has the product been a good partner in doing business?

**Azure HDInsight**
Not enough data

**Cloudera**

8.5

8.564

Product Direction (% positive)

**Azure HDInsight**

7.9

7.911

**Cloudera**

8.4

8.4124

Features

Big Data Processing and Distribution[Hide 10 FeaturesShow 10 Features](javascript:void(0);)

9.1

13

8.6

36

Database

Real-Time Data Collection

8.9(won by 0.8)

6

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

8.1

14

Data Distribution

9.4(won by 0.6)

6

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

8.8

15

Data Lake

Feature Not Available

8.7(won by default)

15

Integrations

Hadoop Integration

8.9

6

9.2(won by 0.3)

18

Spark Integration

9.3(won by 0.7)

7

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

8.6

13

Platform

Machine Scaling

9.0(won by 0.1)

7

8.9

14

Data Preparation

9.3(won by 1.0)

7

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

8.3

15

Spark Integration

9.3(won by 0.7)

7

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

8.6

13

Processing

Cloud Processing

8.6(won by 0.2)

7

8.4

18

Workload Processing

9.0(won by 0.4)

7

8.6

18

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

Not enough data

6.7

57

Reports

Reports Interface

Not enough data

7.1(won by default)

13

Steps to Answer

Not enough data

6.1(won by default)

11

Graphs and Charts

Not enough data

7.1(won by default)

12

Score Cards

Not enough data

5.9(won by default)

9

Dashboards

Not enough data

6.7(won by default)

14

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

Not enough data

6.2(won by default)

11

Data Column Filtering

Not enough data

6.7(won by default)

10

Data Discovery

Not enough data

6.5(won by default)

12

Search

Not enough data

6.8(won by default)

10

Collaboration / Workflow

Not enough data

6.2(won by default)

10

Automodeling

Not enough data

6.0(won by default)

7

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

Not enough data

7.4(won by default)

13

Data Visualization

Not enough data

6.7(won by default)

13

Big Data Services

Not enough data

8.4(won by default)

17

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

Not enough data

8.5(won by default)

24

Data Modeling

Not enough data

8.1(won by default)

25

WYSIWYG Report Design

Not enough data

6.9(won by default)

13

Integration APIs

Not enough data

7.9(won by default)

20

Third-Party Integrations

Not enough data

8.3(won by default)

6

Third-Party Integrations

Not enough data

8.3(won by default)

6

Real-Time Data

Not enough data

Not enough data

Real-Time Data

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

Machine Learning Data Catalog[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

Not enough data

8.9

11

Data Governance

User Access Management

Not enough data

8.8(won by default)

10

Dynamic Data Masking

Not enough data

8.8(won by default)

8

Data Lineage

Not enough data

8.8(won by default)

8

Workflow Management

Not enough data

Not enough data

Data Preparation

Search

Not enough data

9.2(won by default)

10

Data Quality and Cleansing

Not enough data

9.4(won by default)

9

Data Transformation

Not enough data

9.7(won by default)

10

Data Modeling

Not enough data

8.9(won by default)

9

Collaboration

Commenting

Not enough data

8.5(won by default)

8

Profiling and Classification

Not enough data

8.9(won by default)

9

Business and Data Glossary

Not enough data

8.9(won by default)

9

Metadata Management 

Not enough data

9.1(won by default)

9

Master Data Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Artificial Intelligence

Machine Learning Recommendations

Not enough data

9.5(won by default)

10

Natural Language Query

Not enough data

9.1(won by default)

9

Automatic Data Cleansing

Not enough data

8.7(won by default)

9

Generative AI

AI Text Generation

Not enough data

8.1(won by default)

9

AI Text Summarization

Not enough data

8.5(won by default)

9

Generative AI

Not enough data

Not enough data

Agentic AI - Machine Learning Data Catalog

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

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Metadata Extraction

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

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

Not enough data

9.5

20

System

Data Ingestion & Wrangling

Not enough data

9.7(won by default)

16

Real-Time Data

Not enough data

Not enough data

Model Development

Language Support

Not enough data

9.7(won by default)

16

Drag and Drop

Not enough data

9.4(won by default)

17

Pre-Built Algorithms

Not enough data

9.4(won by default)

15

Model Training

Not enough data

9.2(won by default)

18

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

Not enough data

9.2(won by default)

15

Machine/Deep Learning Services

Computer Vision

Not enough data

9.3(won by default)

16

Natural Language Processing

Not enough data

9.6(won by default)

16

Natural Language Generation

Not enough data

9.4(won by default)

16

Artificial Neural Networks

Not enough data

9.4(won by default)

16

Machine/Deep Learning Services

Natural Language Understanding

Not enough data

9.8(won by default)

15

Deep Learning

Not enough data

9.9(won by default)

14

Deployment

Managed Service

Not enough data

9.2(won by default)

17

Application

Not enough data

9.7(won by default)

18

Scalability

Not enough data

9.5(won by default)

17

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

9.6(won by default)

14

AI Text Summarization

Not enough data

9.3(won by default)

14

AI Text-to-Image

Not enough data

9.3(won by default)

15

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

Data Fabric[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

Not enough data

7.3

7

Data Management

Data Integration

Not enough data

7.1(won by default)

7

Data Discovery

Not enough data

7.4(won by default)

7

Multi - Platform

Not enough data

7.1(won by default)

7

Metadata

Not enough data

7.6(won by default)

7

Analytics

Data Analytics

Not enough data

6.9(won by default)

7

Security

Compliance

Not enough data

6.9(won by default)

7

Governance

Not enough data

7.9(won by default)

7

Data Protection

Not enough data

7.6(won by default)

7

Generative AI

AI Text Generation

Not enough data

7.4(won by default)

7

AI Text Summarization

Not enough data

6.7(won by default)

7

Agentic AI - Data Fabric

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

Decision Making

Not enough data

Not enough data

Data Warehouse[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

Not enough data

8.9

19

Data Management

Data Integration

Not enough data

9.1(won by default)

16

|

Verified

Data Compression

Not enough data

8.6(won by default)

15

|

Verified

Data Quality

Not enough data

8.8(won by default)

15

|

Verified

Built-In Data Analytics

Not enough data

8.8(won by default)

14

|

Verified

In-Database Machine Learning

Not enough data

8.6(won by default)

15

|

Verified

Data Lake Analytics

Not enough data

8.9(won by default)

15

|

Verified

ETL - Extract Transfer Load

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Integration

AI/ ML Integration

Not enough data

8.9(won by default)

15

|

Verified

BI Tool Integration

Not enough data

8.6(won by default)

15

|

Verified

Data lake Integration

Not enough data

9.3(won by default)

14

|

Verified

Deployment

On-Premise

Not enough data

9.2(won by default)

16

|

Verified

Cloud

Not enough data

9.1(won by default)

16

|

Verified

Performance 

Scalability

Not enough data

9.2(won by default)

15

|

Verified

Security

Data Governance

Not enough data

8.9(won by default)

14

|

Verified

Data Security

Not enough data

9.1(won by default)

15

|

Verified

Generative AI

AI Text Generation

Not enough data

8.9(won by default)

11

AI Text Summarization

Not enough data

8.6(won by default)

11

Generative AI

Not enough data

Not enough data

Additional Functionality

Parallel Processing

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

API

Not enough data

Not enough data

In-Database Processing

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Ad hoc Reporting

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

In-Memory Processing

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Relational Databases[Hide 24 FeaturesShow 24 Features](javascript:void(0);)

Not enough data

8.8

20

Management 

Data Schema

Not enough data

8.8(won by default)

11

Query Language

Not enough data

9.4(won by default)

11

ACID - Complaint

Not enough data

9.4(won by default)

8

Data Replication

Not enough data

9.4(won by default)

9

Support 

Text Search

Not enough data

8.0(won by default)

11

Data Types

Not enough data

8.5(won by default)

11

Languages

Not enough data

8.7(won by default)

10

Operating Systems

Not enough data

8.0(won by default)

10

Security

Database Locking

Not enough data

9.0(won by default)

10

Access Control

Not enough data

9.2(won by default)

10

Encryption

Not enough data

8.7(won by default)

9

Authentication

Not enough data

9.0(won by default)

10

Performance 

Disaster Recovery

Not enough data

8.8(won by default)

8

Data Concurrency

Not enough data

8.9(won by default)

9

Workload Management

Not enough data

8.7(won by default)

9

Advanced Indexing

Not enough data

8.7(won by default)

9

Query Optimizer

Not enough data

8.8(won by default)

10

Database Features

Storage

Not enough data

8.9(won by default)

19

Availability

Not enough data

8.4(won by default)

19

Stability

Not enough data

8.5(won by default)

17

Scalability

Not enough data

9.0(won by default)

18

Security

Not enough data

9.0(won by default)

16

Data Manipulation

Not enough data

8.7(won by default)

17

Query Language

Not enough data

9.2(won by default)

18

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

Not enough data

8.5

14

Data Transformation

Real-Time Analytics

Not enough data

7.2(won by default)

12

|

Verified

Data Querying

Not enough data

8.8(won by default)

8

|

Verified

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

8.8(won by default)

13

|

Verified

Spark Integration

Not enough data

8.9(won by default)

12

|

Verified

Multi-Source Analysis

Not enough data

8.8(won by default)

12

|

Verified

Data Lake

Not enough data

9.2(won by default)

12

|

Verified

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

7.9(won by default)

11

|

Verified

Data Workflow

Not enough data

8.2(won by default)

12

|

Verified

Governed Discovery

Not enough data

8.3(won by default)

10

|

Verified

Embedded Analytics

Not enough data

8.3(won by default)

9

Notebooks

Not enough data

8.9(won by default)

6

|

Verified

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

8.0

44

Building Reports

Data Transformation

Not enough data

8.5(won by default)

24

Data Modeling

Not enough data

8.1(won by default)

25

WYSIWYG Report Design

Not enough data

6.9(won by default)

13

Integration APIs

Not enough data

7.9(won by default)

20

Third-Party Integrations

Not enough data

8.3(won by default)

6

Third-Party Integrations

Not enough data

8.3(won by default)

6

Real-Time Data

Not enough data

Not enough data

Real-Time Data

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

Show 9 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 Governance[Hide 70 FeaturesShow 70 Features](javascript:void(0);)

Not enough data

Not enough data

Administration

Data Modelling

Not enough data

Not enough data

Recommendations

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Dashboards and Visualizations

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Rules-Based Workflow

Not enough data

Not enough data

Management

Business Glossary

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Profililng

Not enough data

Not enough data

Reporting and Visualization

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Compliance

Sensitive Data Compliance

Not enough data

Not enough data

Training and Guidelines

Not enough data

Not enough data

Policy Enforcement

Not enough data

Not enough data

Compliance Monitoring

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Security

Access Control

Not enough data

Not enough data

Roles Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Deletion Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Process Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Quality

Data Preparation

Not enough data

Not enough data

Data Distribution

Not enough data

Not enough data

Data Unification

Not enough data

Not enough data

Maintainence

Data Quality Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Data Storage 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

Generative AI

Not enough data

Not enough data

Agentic AI - Data Governance

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

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Active Directory Integration

Not enough data

Not enough data

Additional Functionality

AI Copilot

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

API

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

ETL Tools[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

Not enough data

Not enough data

Management

Reporting

Not enough data

Not enough data

Auditing

Not enough data

Not enough data

Functionality

Extraction

Not enough data

Not enough data

Transformation

Not enough data

Not enough data

Loading

Not enough data

Not enough data

Automation

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Non-Relational Transformations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Additional Functionality

Data Mapping

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Integration Management

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Ad hoc Analysis

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

API

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Pipeline Management

Not enough data

Not enough data

Job Scheduling

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Accounting Integration

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

eCommerce Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

CRM

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Database Support

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

MLOps Platforms[Hide 22 FeaturesShow 22 Features](javascript:void(0);)

Not enough data

Not enough data

Deployment

Language Flexibility

Not enough data

Not enough data

Framework Flexibility

Not enough data

Not enough data

Versioning

Not enough data

Not enough data

Ease of Deployment

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Deployment

Language Flexibility

Not enough data

Not enough data

Framework Flexibility

Not enough data

Not enough data

Versioning

Not enough data

Not enough data

Ease of Deployment

Not enough data

Not enough data

Scalability

Not enough data

Not enough data

Management

Cataloging

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Governing

Not enough data

Not enough data

Model Registry

Not enough data

Not enough data

Operations

Metrics

Not enough data

Not enough data

Infrastructure management

Not enough data

Not enough data

Collaboration

Not enough data

Not enough data

Management

Cataloging

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Governing

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

Database Management Systems (DBMS)[Hide 48 FeaturesShow 48 Features](javascript:void(0);)

Not enough data

Not enough data

Management

Data dictionary

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Query Language

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

Performance Analysis

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Maintenance

Data Migration

Not enough data

Not enough data

Backup and Recovery

Not enough data

Not enough data

Multi-User Environment

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Database Conversion

Not enough data

Not enough data

Security

Data Encryption

Not enough data

Not enough data

User Access Control

Not enough data

Not enough data

Mobile Access

Not enough data

Not enough data

Additional Functionality

Workflow Management

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Relational Database Management

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Full Text Search

Not enough data

Not enough data

Data Virtualization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Multiple Programming Languages Supported

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

User Management

Not enough data

Not enough data

NOSQL Database Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Calendar Management

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Document Storage

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Key Value Databases[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

Not enough data

Data Management

Data Model

Not enough data

Not enough data

Data Types

Not enough data

Not enough data

Availability

Auto Sharding

Not enough data

Not enough data

Auto Recovery

Not enough data

Not enough data

Data Replication

Not enough data

Not enough data

Performance 

Integrated Cache

Not enough data

Feature Not Available

Security

Role-Based Authorization

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Audit Logs

Not enough data

Feature Not Available

Encryption

Not enough data

Not enough data

Support

Multi-Model

Not enough data

Not enough data

Operating Systems

Not enough data

Not enough data

DataOps Platforms[Hide 17 FeaturesShow 17 Features](javascript:void(0);)

Not enough data

Not enough data

Data Management

Data Integration

Not enough data

Not enough data

Metadata

Not enough data

Not enough data

Self-service

Not enough data

Not enough data

Automated workflows

Not enough data

Not enough data

Agentic AI - DataOps 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

Decision Making

Not enough data

Not enough data

Analytics

Analytics capabilities

Not enough data

Not enough data

Dasboard visualizations

Not enough data

Not enough data

Monitoring and Management

Data Observability

Not enough data

Not enough data

Testing capabilities

Not enough data

Not enough data

Cloud Deployment

Hybrid cloud support

Not enough data

Not enough data

Cloud migration capabilities

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

Active Metadata Management[Hide 47 FeaturesShow 47 Features](javascript:void(0);)

Not enough data

Not enough data

Data management

Metadata Management

Not enough data

Not enough data

Automation Features

Not enough data

Not enough data

Collaboration

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Reporting

Intelligent Insights

Not enough data

Not enough data

Actionable Insights

Not enough data

Not enough data

Dashboards

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

Additional Functionality

Metadata Management

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Policy Metadata Management

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Metadata Extraction

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Glossary

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Data Sampling

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Dictionary Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Document Database

Not enough data

Not enough data

Access Control

Not enough data

Not enough data

NoSQL Databases[Hide 7 FeaturesShow 7 Features](javascript:void(0);)

Not enough data

Not enough data

Database Features

Storage

Not enough data

8.9(won by default)

19

Availability

Not enough data

8.4(won by default)

19

Stability

Not enough data

8.5(won by default)

17

Scalability

Not enough data

9.0(won by default)

18

Security

Not enough data

9.0(won by default)

16

Data Manipulation

Not enough data

8.7(won by default)

17

Query Language

Not enough data

9.2(won by default)

18

User Insights

Reviewers' Company Size

[![Azure HDInsight](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f8a2fdaa6a98b6c3313197f7d8472d1b/azure-hdinsight.jpg "Azure HDInsight")](https://www.g2.com/products/azure-hdinsight/reviews)

Azure HDInsight

Small-Business(50 or fewer emp.)

28.6%

Mid-Market(51-1000 emp.)

42.9%

Enterprise(\> 1000 emp.)

28.6%

[![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera")](https://www.g2.com/products/cloudera/reviews)

Cloudera

Small-Business(50 or fewer emp.)

34.7%

Mid-Market(51-1000 emp.)

25.8%

Enterprise(\> 1000 emp.)

39.5%

Small-Business

(50 or fewer emp.)

28.6%

34.7%

Mid-Market

(51-1000 emp.)

42.9%

25.8%

Enterprise

(\> 1000 emp.)

28.6%

39.5%

Reviewers' Industry

[![Azure HDInsight](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f8a2fdaa6a98b6c3313197f7d8472d1b/azure-hdinsight.jpg "Azure HDInsight")](https://www.g2.com/products/azure-hdinsight/reviews)
Azure HDInsight

Computer Software

28.6%

Education Management

14.3%

Retail

7.1%

Information Technology and Services

7.1%

Higher Education

7.1%

Other

35.7%

[![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera")](https://www.g2.com/products/cloudera/reviews)
Cloudera

Information Technology and Services

21.9%

Computer Software

13.1%

Banking

12.0%

Financial Services

6.6%

Consulting

4.4%

Other

42.1%

FAQs

## Azure HDInsight vs Cloudera FAQs

Generated using AI

Last updated: August 14, 2026

### What is the difference between Cloudera vs Azure HDInsight?

Cloudera stands out for its higher G2 rating, stronger ease of setup, and a top reviewer-cited strength in scalability, while Azure HDInsight is noted for its ease of administration and support.

| | [Cloudera](https://www.g2.com/products/cloudera/reviews) | [Azure HDInsight](https://www.g2.com/products/azure-hdinsight/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.1/5 (136 reviews) | 3.9/5 (17 reviews) |
| Ease of Setup score | 8.1 | 8.0 |
| Quality of Support score | 8.0 | 8.3 |
| Ease of Admin score | 7.9 | 9.0 |
| Top Reviewer-Cited Strength | Scalability (17 all-time mentions) | Ease of administration |

### How do the pricing models of Cloudera and Azure HDInsight compare?

Cloudera and Azure HDInsight are rated at parity for value, with no material difference in reviewer satisfaction on price or cost.

- **Cloudera:** In recent reviews, many cite Cloudera as expensive, with 16 all-time mentions of high cost, but also note its robust features and scalability as justifying the investment for larger organizations.
- **Azure HDInsight:** Reviewers describe Azure HDInsight as cost-effective for open source analytics, but some mention that costs can become prohibitive for continuous or enterprise-scale use.

### What are the best alternatives to Cloudera and Azure HDInsight?

According to G2, the top three alternatives to Cloudera and Azure HDInsight are Databricks, Snowflake, and Teradata Autonomous Knowledge Platform.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | — | Expensive for some, but valued for scalability and features | Scalability (17 all-time mentions) |
| [Azure HDInsight](https://www.g2.com/products/azure-hdinsight/reviews) | 3.9/5 (17 reviews) | — | Cost-effective for open source analytics, but can be costly at scale | Ease of administration |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | Advanced analytics and collaboration |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market | — | Performance and scalability |
| [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) | 4.3/5 (376 reviews) | Enterprise | — | Enterprise-grade analytics |

### Which Big Data Processing and Distribution features should I prioritize when comparing Cloudera and Azure HDInsight?

Buyers comparing Cloudera and Azure HDInsight should prioritize scalability, security, ease of administration, integrations, and cost-effectiveness.

- **Scalability:** Cloudera is cited for scalability in 17 all-time reviews; Azure HDInsight is noted for handling large data workloads.
- **Security:** Cloudera has 9 all-time mentions for security; Azure HDInsight does not have a comparable reviewer-cited security theme.
- **Ease of Administration:** Azure HDInsight scores 9.0 on Ease of Admin, higher than Cloudera's 7.9.
- **Integrations:** Cloudera is frequently mentioned for Spark (16 all-time mentions) and Impala (7 all-time mentions); Azure HDInsight integrates with Azure DataLake and Ambari UI.
- **Cost-Effectiveness:** Cloudera has 16 all-time mentions of being expensive; Azure HDInsight is described as cost-effective for open source analytics but costly at enterprise scale.

### What are the pros and cons of Cloudera vs Azure HDInsight?

Cloudera's headline strength is scalability, while Azure HDInsight is most noted for ease of administration.

- **Cloudera strengths:** Scalability (17 all-time mentions), ease of use (22), security (9), data management (8), robust features (8), performance (8), automation (6), easy integrations (6).
- **Cloudera trade-offs:** Expensive (16 all-time mentions), complexity (7), difficult learning curve (5), poor documentation (4).
- **Azure HDInsight strengths:** Ease of administration (Ease of Admin score 9.0), cost-effectiveness for open source analytics, integration with Azure DataLake and Ambari UI.
- **Azure HDInsight trade-offs:** Reviewers mention cost can become prohibitive at scale and note a learning curve for new users.

### Is Cloudera or Azure HDInsight better for small businesses?

Azure HDInsight is a better fit for small businesses, as reviewers highlight its cost-effectiveness and ease of administration.

- **Cloudera:** No largest segment data available; reviewers frequently mention high cost and complexity, which may be less suitable for small businesses.
- **Azure HDInsight:** No largest segment data available; reviewers describe it as cost-effective for open source analytics and easy to administer, supporting small business adoption.

### Which Big Data Processing and Distribution platform has better integrations?

Cloudera is favored for integrations, with reviewers citing frequent and robust connections to Spark and Impala.

- **Cloudera:** Spark (16 all-time mentions), Impala (7 all-time mentions), and Airflow are frequently cited as integrated tools.
- **Azure HDInsight:** Integrates with Azure DataLake and Ambari UI, as mentioned in recent reviews.

### How do Cloudera and Azure HDInsight compare on customer support?

Cloudera and Azure HDInsight are rated at parity for Quality of Support, with scores of 8.0 and 8.3 respectively, which is below the materiality threshold for a meaningful difference.

- **Cloudera:** Reviewers mention responsive customer support and helpful integration assistance, with 6 all-time mentions of customer support as a strength.
- **Azure HDInsight:** Reviewers describe support as helpful and responsive, with a Quality of Support score of 8.3.

### Which is easier to implement, Cloudera or Azure HDInsight?

Cloudera and Azure HDInsight are rated at parity for Ease of Setup, with scores of 8.1 and 8.0 respectively, indicating similar implementation experiences.

- **Cloudera:** Reviewers describe setup as straightforward but note complexity for beginners and in hybrid environments.
- **Azure HDInsight:** Reviewers highlight easy cluster setup and quick infrastructure deployment, but mention a learning curve for new users.

### Which product has better Cloud?

Cloudera is more frequently cited for Cloud capabilities, with reviewers highlighting its hybrid and multi-cloud support.

- **Cloudera:** Cloud is the most frequently mentioned feature, with reviewers praising hybrid and multi-cloud support and ease of access.
- **Azure HDInsight:** Reviewers note integration with Azure DataLake and cloud-based cluster management, but Cloud is not the top-cited feature.

Alternatives

**Azure HDInsight Alternatives**

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

 ![Amazon EMR](https://images.g2crowd.com/uploads/product/hd_favicon/1528476487/amazon-emr.svg "Amazon EMR")

[
Amazon EMR
](/products/amazon-emr/reviews)

 ![Google Cloud Managed Service for Apache Spark](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_0c51d2c2e5f85fe45126eb818f748267/google-cloud-managed-service-for-apache-spark.png "Google Cloud Managed Service for Apache Spark")

[
Google Cloud Managed Service for Apache Spark
](/products/google-cloud-managed-service-for-apache-spark/reviews)

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

[
Snowflake
](/products/snowflake/reviews)

**Cloudera Alternatives**

 ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")

[
Databricks
](/products/databricks/reviews)

 ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")

[
Snowflake
](/products/snowflake/reviews)

 ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform")

[
Teradata Autonomous Knowledge Platform
](/products/teradata-autonomous-knowledge-platform/reviews)

 ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery")

[
BigQuery
](/products/google-cloud-bigquery/reviews)