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Big Data Integration Platforms
Cloudera
Google Cloud Dataproc
Cloudera-vs-Google Cloud Dataproc
Compare Cloudera and Google Cloud Dataproc
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All Categories
Big Data Processing and Distribution
All Reviewers
Small-Business Reviewers
Mid-Market Reviewers
Large Enterprise Reviewers
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At a Glance
Pricing
Ratings
Features
Reviews
Alternatives
Discussions
Add Product
Cloudera
(38)
4.0
out of
5
Cloudera
By
Cloudera
Google Cloud Dataproc
(17)
4.4
out of
5
Google Cloud Dataproc
By
Google
At a Glance
Star Rating
(38)
4.0
out of
5
(17)
4.4
out of
5
Market Segments
Enterprise (51.5% of reviews)
Information
Mid-Market (46.7% of reviews)
Information
Pros & Cons
Not enough data
Not enough data
Entry-Level Pricing
No pricing available
No pricing available
Cloudera
Star Rating
(38)
4.0
out of
5
Market Segments
Enterprise (51.5% of reviews)
Information
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Cloudera
Google Cloud Dataproc
Star Rating
(17)
4.4
out of
5
Market Segments
Mid-Market (46.7% of reviews)
Information
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Google Cloud Dataproc
Cloudera vs Google Cloud Dataproc
Reviewers felt that Google Cloud Dataproc meets the needs of their business better than Cloudera.
When comparing quality of ongoing product support, reviewers felt that Google Cloud Dataproc is the preferred option.
For feature updates and roadmaps, our reviewers preferred the direction of Google Cloud Dataproc over Cloudera.
Pricing
Entry-Level Pricing
Cloudera
No pricing available
Google Cloud Dataproc
No pricing available
Free Trial
Cloudera
No trial information available
Google Cloud Dataproc
No trial information available
Ratings
Meets Requirements
8.2
30
8.7
10
Ease of Use
7.7
30
9.0
10
Ease of Setup
7.8
18
Not enough data
Ease of Admin
7.2
18
Not enough data
Quality of Support
6.9
26
8.8
10
Has the product been a good partner in doing business?
7.8
15
Not enough data
Product Direction (% positive)
7.0
31
8.8
10
Features by Category
ETL Tools
Hide 7 Features
Show 7 Features
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
Data Warehouse
Hide 16 Features
Show 16 Features
Not enough data
Not enough data
Data Management
Data Integration
Not enough data
Not enough data
Data Compression
Not enough data
Not enough data
Data Quality
Not enough data
Not enough data
Built-In Data Analytics
Not enough data
Not enough data
In-Database Machine Learning
Not enough data
Not enough data
Data Lake Analytics
Not enough data
Not enough data
Integration
AI/ ML Integration
Not enough data
Not enough data
BI Tool Integration
Not enough data
Not enough data
Data lake Integration
Not enough data
Not enough data
Deployment
On-Premise
Not enough data
Not enough data
Cloud
Not enough data
Not enough data
Performance
Scalability
Not enough data
Not enough data
Security
Data Governance
Not enough data
Not enough data
Data Security
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
Key Value Databases
Hide 12 Features
Show 12 Features
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
Feature Not Available
Not enough data
Security
Role-Based Authorization
Not enough data
Not enough data
Authentication
Not enough data
Not enough data
Audit Logs
Feature Not Available
Not enough data
Encryption
Not enough data
Not enough data
Support
Multi-Model
Not enough data
Not enough data
Operating Systems
Not enough data
Not enough data
Big Data Processing and Distribution
Hide 10 Features
Show 10 Features
8.2
11
8.7
9
Database
Real-Time Data Collection
7.8
10
8.1
(won by 0.3)
8
Data Distribution
8.8
(tied score)
10
8.8
(tied score)
8
Data Lake
8.1
(tied score)
8
8.1
(tied score)
8
Integrations
Hadoop Integration
8.7
10
9.0
(won by 0.3)
8
Spark Integration
8.1
9
9.4
(won by 1.3)
8
Platform
Machine Scaling
9.2
(tied score)
6
9.2
(tied score)
8
Data Preparation
7.5
8
7.9
(won by 0.4)
8
Spark Integration
8.1
9
9.4
(won by 1.3)
8
Processing
Cloud Processing
7.8
6
9.0
(won by 1.2)
8
Workload Processing
8.1
8
8.3
(won by 0.2)
8
Big Data Analytics
Hide 11 Features
Show 11 Features
8.3
10
Not enough data
Data Transformation
Real-Time Analytics
7.0
(won by default)
9
|
Verified
Not enough data
Data Querying
8.3
(won by default)
6
|
Verified
Not enough data
Connectivity
Hadoop Integration
9.0
(won by default)
10
|
Verified
Not enough data
Spark Integration
9.1
(won by default)
9
|
Verified
Not enough data
Multi-Source Analysis
8.5
(won by default)
9
|
Verified
Not enough data
Data Lake
9.0
(won by default)
8
|
Verified
Not enough data
Operations
Data Visualization
7.5
(won by default)
8
|
Verified
Not enough data
Data Workflow
8.0
(won by default)
9
|
Verified
Not enough data
Governed Discovery
7.9
(won by default)
7
|
Verified
Not enough data
Embedded Analytics
Feature Not Available
Not enough data
Notebooks
8.7
(won by default)
5
|
Verified
Not enough data
Big Data
Hide 11 Features
Show 11 Features
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
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
NoSQL Databases
Hide 7 Features
Show 7 Features
Not enough data
Not enough data
Database Features
Storage
Not enough data
Not enough data
Availability
Not enough data
Not enough data
Stability
Not enough data
Not enough data
Scalability
Not enough data
Not enough data
Security
Not enough data
Not enough data
Data Manipulation
Not enough data
Not enough data
Query Language
Not enough data
Not enough data
Categories
Categories
Shared Categories
Cloudera
Google Cloud Dataproc
Cloudera and Google Cloud Dataproc are categorized as
Big Data Processing and Distribution
Unique Categories
Cloudera is categorized as
Key Value Databases
,
Big Data Analytics
,
Data Warehouse
, and
Big Data Integration Platforms
Google Cloud Dataproc is categorized as
ETL Tools
Reviews
Reviewers' Company Size
Cloudera
Small-Business
(50 or fewer emp.)
24.2%
Mid-Market
(51-1000 emp.)
24.2%
Enterprise
(> 1000 emp.)
51.5%
Google Cloud Dataproc
Small-Business
(50 or fewer emp.)
20.0%
Mid-Market
(51-1000 emp.)
46.7%
Enterprise
(> 1000 emp.)
33.3%
Small-Business
(50 or fewer emp.)
24.2%
20.0%
Mid-Market
(51-1000 emp.)
24.2%
46.7%
Enterprise
(> 1000 emp.)
51.5%
33.3%
Reviewers' Industry
Cloudera
Information Technology and Services
21.2%
Telecommunications
12.1%
Computer Software
12.1%
Retail
9.1%
Marketing and Advertising
6.1%
Other
39.4%
Google Cloud Dataproc
Information Technology and Services
26.7%
Retail
13.3%
Marketing and Advertising
6.7%
Hospital & Health Care
6.7%
Higher Education
6.7%
Other
40.0%
Alternatives
Cloudera Alternatives
Google Cloud BigQuery
Add Google Cloud BigQuery
Snowflake
Add Snowflake
Databricks
Add Databricks
Teradata Vantage
Add Teradata Vantage
See all alternatives
Google Cloud Dataproc Alternatives
Databricks
Add Databricks
Azure Data Factory
Add Azure Data Factory
Amazon EMR
Add Amazon EMR
Azure Data Lake Store
Add Azure Data Lake Store
See all alternatives
Discussions
Cloudera Discussions
Cloudera has no discussions with answers
See all discussions
Google Cloud Dataproc Discussions
Google Cloud Dataproc has no discussions with answers
See all discussions
Ask Cloudera a Question
Contact Cloudera
Ask Google Cloud Dataproc a Question
Contact Google Cloud Dataproc
Spotlight Categories
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Digital Adoption Platforms
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At a Glance
Pricing
Ratings
Features
Reviews
Alternatives
Discussions
Add Product
Cloudera
Google Cloud Dataproc
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