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# Amazon EMR vs Qubole Comparison - What are their main differences?

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Amazon EMRQubole[+ Add Product](#)

Reviews

**Amazon EMR** [

4.2/5(70)

](https://www.g2.com/products/amazon-emr/reviews#reviews)

**Qubole** [

4/5(259)

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

Pricing

**Amazon EMR**
No pricing available

**Qubole**
Free Trial

**30 day free trial** · Free Trial

**Pricing Insights**
from reviews

Time to Implement

**Amazon EMR**
2 monthsFaster

Based on 6 responses

**Qubole**
3 months

Based on 15 responses

Return on Investment

**Amazon EMR**
15 months

Based on 5 responses

**Qubole**
13 months2 months sooner

Based on 8 responses

Perceived Cost

**Amazon EMR**
$$$$$

**Qubole**
$$$$$

Average Discount

**Amazon EMR**
Not enough reviews yet

**Qubole**
Not enough reviews yet

Pros & Cons

**Amazon EMR**
[
Data Integration (1)
](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956769&qs=pros-and-cons#reviews)[
Ease of Use (1)
](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=2453089&qs=pros-and-cons#reviews)[
Performance Issues (1)
](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=2453094&qs=pros-and-cons#reviews)[
Poor Performance (1)
](https://www.g2.com/products/amazon-emr/reviews?filters%5Bsentiment_snippet%5D=1956776&qs=pros-and-cons#reviews)

**Qubole**
Not enough data

Integrations

**Amazon EMR**
[

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

Amazon CloudWatch

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image")

Amazon S3 Glacier

](https://www.g2.com/products/amazon-s3-glacier/reviews)[

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

Amazon

](https://www.g2.com/products/amazon-simple-email-service-amazon-ses/reviews)[

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

AWS Glue

](https://www.g2.com/products/aws-glue/reviews)[
View all
](https://www.g2.com/products/amazon-emr/integrations)

**Qubole**
Not enough data

Screenshots

**Amazon EMR**
No screenshot available

**Qubole**
 ![Qubole 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/142252/Spot-Management.png)

Ratings

Meets Requirements

**Amazon EMR**

8.7

8.755

**Qubole**

8.4

8.4211

Ease of Use

**Amazon EMR**

8.3

8.354

**Qubole**

7.8

7.8212

Ease of Setup

**Amazon EMR**

8.6

8.627

**Qubole**

7.6

7.660

Ease of Admin

**Amazon EMR**

8.6

8.622

**Qubole**

7.6

7.658

Quality of Support

**Amazon EMR**

8.3

8.353

**Qubole**

7.9

7.9177

Has the product been a good partner in doing business?

**Amazon EMR**

8.9

8.922

**Qubole**

8.1

8.161

Product Direction (% positive)

**Amazon EMR**

8.1

8.148

**Qubole**

7.1

7.1208

Features

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

8.8

43

8.4

111

Database

Real-Time Data Collection

8.2(won by 0.2)

28

8.0

64

Data Distribution

8.7(won by 0.3)

34

8.4

83

Data Lake

8.5(won by 0.2)

9

8.3

79

Integrations

Hadoop Integration

9.0(won by 0.4)

34

8.6

81

Spark Integration

9.0(won by 0.4)

34

8.6

87

Platform

Machine Scaling

8.7(won by 0.4)

28

8.3

72

Data Preparation

8.8(won by 0.5)

34

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

8.3

82

Spark Integration

9.0(won by 0.4)

34

8.6

87

Processing

Cloud Processing

9.1(won by 0.6)

33

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

8.5

85

Workload Processing

8.7(won by 0.4)

33

8.3

82

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

Not enough data

8.2

7

System

Data Ingestion & Wrangling

Not enough data

9.0(won by default)

7

Real-Time Data

Not enough data

Not enough data

Model Development

Language Support

Not enough data

7.9(won by default)

7

Drag and Drop

Not enough data

6.7(won by default)

5

Pre-Built Algorithms

Not enough data

8.0(won by default)

5

Model Training

Not enough data

8.1(won by default)

6

Database Support

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Model Development

Feature Engineering

Not enough data

8.3(won by default)

5

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

Deep Learning

Not enough data

8.0(won by default)

5

Natural Language Understanding

Not enough data

Not enough data

Deployment

Managed Service

Not enough data

9.0(won by default)

5

Application

Not enough data

8.3(won by default)

6

Scalability

Not enough data

8.8(won by default)

7

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

8.1

174

Data Transformation

Real-Time Analytics

Not enough data

8.0(won by default)

119

|

Verified

Data Querying

Not enough data

8.8(won by default)

10

|

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)

107

|

Verified

Spark Integration

Not enough data

8.6(won by default)

123

|

Verified

Multi-Source Analysis

Not enough data

8.3(won by default)

108

|

Verified

Data Lake

Not enough data

8.5(won by default)

113

|

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

7.0(won by default)

104

|

Verified

Data Workflow

Not enough data

7.8(won by default)

116

|

Verified

Governed Discovery

Not enough data

7.2(won by default)

75

|

Verified

Embedded Analytics

Not enough data

7.8(won by default)

69

|

Verified

Notebooks

Not enough data

8.8(won by default)

11

|

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

Show 2 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

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

Not enough data

Not enough data

Building Reports

Data Transformation

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

WYSIWYG Report Design

Not enough data

Not enough data

Integration APIs

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

[![Amazon EMR](https://images.g2crowd.com/uploads/product/hd_favicon/1528476487/amazon-emr.svg "Amazon EMR")](https://www.g2.com/products/amazon-emr/reviews)

Amazon EMR

Small-Business(50 or fewer emp.)

21.0%

Mid-Market(51-1000 emp.)

21.0%

Enterprise(\> 1000 emp.)

58.1%

[![Qubole](https://images.g2crowd.com/uploads/product/hd_favicon/1542306394/qubole.svg "Qubole")](https://www.g2.com/products/qubole/reviews)

Qubole

Small-Business(50 or fewer emp.)

5.5%

Mid-Market(51-1000 emp.)

43.5%

Enterprise(\> 1000 emp.)

51.1%

Small-Business

(50 or fewer emp.)

21.0%

5.5%

Mid-Market

(51-1000 emp.)

21.0%

43.5%

Enterprise

(\> 1000 emp.)

58.1%

51.1%

Reviewers' Industry

[![Amazon EMR](https://images.g2crowd.com/uploads/product/hd_favicon/1528476487/amazon-emr.svg "Amazon EMR")](https://www.g2.com/products/amazon-emr/reviews)
Amazon EMR

Financial Services

23.0%

Computer Software

21.3%

Information Technology and Services

14.8%

Retail

4.9%

Biotechnology

3.3%

Other

32.8%

[![Qubole](https://images.g2crowd.com/uploads/product/hd_favicon/1542306394/qubole.svg "Qubole")](https://www.g2.com/products/qubole/reviews)
Qubole

Computer Software

19.4%

Information Technology and Services

14.3%

Marketing and Advertising

12.2%

Internet

6.8%

Leisure, Travel & Tourism

4.2%

Other

43.0%

FAQs

## Amazon EMR vs Qubole FAQs

Generated using AI

Last updated: August 15, 2026

### What is the difference between Qubole vs Amazon EMR?

Amazon EMR stands out for higher reviewer satisfaction on setup, support, and overall rating compared to Qubole.

| | [Qubole](https://www.g2.com/products/qubole/reviews) | [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.0/5 (259 reviews) | 4.2/5 (70 reviews) |
| Largest Segment | Enterprise | Enterprise |
| Ease of Setup score | 7.6 | 8.6 |
| Quality of Support score | 7.9 | 8.3 |
| Top Reviewer-Cited Strength | Customization and billing optimization | Data integration and ease of use |

### How do the pricing models of Qubole and Amazon EMR compare?

Amazon EMR is rated higher for value, with a stronger Price/Cost satisfaction score than Qubole.

- **Qubole:** Reviewers highlight cost savings and billing optimization, but some mention a desire for more discounts and note that certain features are not as compelling as competitors.
- **Amazon EMR:** Reviewers consistently cite cost efficiency, the ability to save up to 90% using Spot Instances, and only paying for compute when needed as key value drivers.

### What are the best alternatives to Qubole and Amazon EMR?

The top three alternatives to Qubole and Amazon EMR are Databricks, BigQuery, and Snowflake.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Qubole](https://www.g2.com/products/qubole/reviews) | 4.0/5 (259 reviews) | Enterprise | Reviewers highlight cost savings and billing optimization | Customization and billing optimization |
| [Amazon EMR](https://www.g2.com/products/amazon-emr/reviews) | 4.2/5 (70 reviews) | Enterprise | Reviewers cite cost efficiency and savings with Spot Instances | Data integration and ease of use |
| [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | — |
| [BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) | 4.5/5 (1224 reviews) | Enterprise | — | — |
| [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market | — | — |

### Which Big Data Integration Platforms features should I prioritize when comparing Qubole and Amazon EMR?

Buyers comparing Qubole and Amazon EMR should prioritize Ease of Setup, Quality of Support, Notebooks, Cost Optimization, and Integration with AWS ecosystem.

- **Ease of Setup:** Qubole 7.6, Amazon EMR 8.6
- **Quality of Support:** Qubole 7.9, Amazon EMR 8.3
- **Notebooks:** Frequently mentioned in reviews for both products as a key feature
- **Cost Optimization:** Reviewers cite Qubole for billing optimization and Amazon EMR for cost efficiency and Spot Instance savings
- **Integration with AWS ecosystem:** Amazon EMR is frequently praised for integration with S3, Airflow, and other AWS services

### What are the pros and cons of Qubole vs Amazon EMR?

Qubole's headline strength is customization and billing optimization, while Amazon EMR is recognized for data integration and ease of use.

- **Qubole strengths:** Customization on native source code, billing optimization, cost savings, and ease of managing big data programmatically.
- **Qubole trade-offs:** Reviewers note the user interface and Notebooks are less user-friendly, cluster management can be problematic, and some features are less mature compared to competitors.
- **Amazon EMR strengths:** Data integration, ease of use, strong processing capability, and cost efficiency with Spot Instances.
- **Amazon EMR trade-offs:** Reviewers mention performance issues, complexity in cluster configuration, and a lack of serverless options compared to some competitors.

### Is Qubole or Amazon EMR better for small businesses?

Qubole and Amazon EMR both primarily serve the Enterprise segment, but recent reviews for Amazon EMR highlight straightforward onboarding for AWS users, making it a strong fit for small businesses already in the AWS ecosystem.

- **Qubole:** Largest segment is Enterprise; reviewers mention cost savings and ease of use, but also note a desire for more discounts for small organizations.
- **Amazon EMR:** Largest segment is Enterprise; reviewers highlight easy onboarding and cost efficiency for those already using AWS, supporting small business adoption within that context.

### Which Big Data Integration Platforms platform has better integrations?

Amazon EMR is favored for integrations, especially within the AWS ecosystem.

- **Qubole:** Reviewers mention integration with AWS S3 and Airflow in recent reviews.
- **Amazon EMR:** Reviewers highlight integration with S3, Airflow, Glue, and CloudWatch, with frequent praise for AWS ecosystem compatibility.

### How do Qubole and Amazon EMR compare on customer support?

Qubole and Amazon EMR are rated in near-parity on Quality of Support, with Qubole at 7.9 and Amazon EMR at 8.3, a difference below the materiality threshold.

- **Qubole:** Reviewers consistently praise the support team, noting helpfulness, quick turnaround, and knowledgeable solution architects.
- **Amazon EMR:** Reviewers describe support as straightforward and responsive, especially for onboarding and troubleshooting, though some mention challenges with debugging edge cases.

### Which is easier to implement, Qubole or Amazon EMR?

Amazon EMR leads on Ease of Setup with a 1.0-point advantage over Qubole (8.6 vs 7.6).

- **Qubole:** Reviewers describe setup as easy and quick, with positive experiences in cluster provisioning and onboarding support, but note occasional complexity in configuration and UI.
- **Amazon EMR:** Reviewers highlight the ability to launch clusters in minutes, straightforward onboarding for AWS users, and simple job management, with some noting a learning curve for new users.

### Which product has better Notebooks?

Qubole and Amazon EMR both receive frequent reviewer attention for Notebooks, but reviewers cite Qubole's Notebooks as less user-friendly and slower to load, while Amazon EMR's Notebooks lack features like auto-completion.

- **Qubole:** Notebooks are frequently mentioned, with reviewers noting ease of use for data analysis but also citing slow loading and a need for improved user-friendliness.
- **Amazon EMR:** Notebooks are mentioned in recent reviews, with reviewers noting the interface lacks features such as auto-completion and is less favored for interactive work.

Alternatives

**Amazon EMR 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)

 ![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)

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

[
Azure HDInsight
](/products/azure-hdinsight/reviews)

**Qubole Alternatives**

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

[
Databricks
](/products/databricks/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)

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

[
Snowflake
](/products/snowflake/reviews)

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

[
Cloudera
](/products/cloudera/reviews)

## Amazon EMR vs Qubole

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

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