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- Apache Ambari-vs-Google Cloud Dataproc
Compare Apache Ambari and Google Cloud Dataproc 
At a Glance
Market Segments
Enterprise (71.4% of reviews)
Mid-Market (44.4% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Apache Ambari
Star Rating
(23)4.1 out of 5
Market Segments
Enterprise (71.4% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Apache AmbariGoogle Cloud Dataproc
Star Rating
(20)4.4 out of 5
Market Segments
Mid-Market (44.4% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Google Cloud DataprocSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Google Cloud Dataproc excels in "Hadoop Integration" with a score of 9.0, while Apache Ambari trails with a score of 8.6, indicating that Dataproc offers a more seamless experience for users familiar with Hadoop ecosystems.
- Reviewers mention that Google Cloud Dataproc's "Spark Integration" is particularly strong, scoring 9.4, compared to Apache Ambari's 8.0. This suggests that Dataproc provides better support for Spark applications, which is crucial for real-time data processing.
- G2 users highlight that Google Cloud Dataproc's "Cloud Processing" capabilities are rated at 9.0, significantly higher than Apache Ambari's 8.1, making Dataproc a more reliable choice for cloud-based data processing tasks.
- Users on G2 report that the "Quality of Support" for Google Cloud Dataproc is rated at 8.8, while Apache Ambari's support quality is notably lower at 7.1, indicating that Dataproc users may have a better experience when seeking assistance.
- Reviewers say that Google Cloud Dataproc's "Ease of Use" is rated at 9.0, which is higher than Apache Ambari's 8.7, suggesting that Dataproc may be more user-friendly for those new to cloud data processing.
- Users report that Google Cloud Dataproc's "Performance and Reliability" score of 8.9 outshines Apache Ambari's 8.0, indicating that Dataproc may offer a more stable and efficient platform for data operations.
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Pricing
Entry-Level Pricing
Apache Ambari
No pricing availableGoogle Cloud Dataproc
No pricing availableFree Trial
Apache Ambari
No trial information availableGoogle Cloud Dataproc
No trial information availableRatings
Meets Requirements
8.1
17
8.9
12
Ease of Use
8.7
17
9.0
12
Ease of Setup
8.0
10
Not enough data
Ease of Admin
8.7
10
Not enough data
Quality of Support
7.1
16
8.8
12
Has the product been a good partner in doing business?
8.7
10
Not enough data
Product Direction (% positive)
7.5
14
8.2
13
Features by Category
Management
Not enough data
Not enough data
Not enough data
Not enough data
Functionality
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Database
7.6
9
8.1
8
7.8
10
8.8
8
7.2
10
8.1
8
Integrations
8.6
12
9.0
8
8.0
10
9.4
8
Platform
8.3
8
9.2
8
8.6
7
7.9
8
8.0
10
9.4
8
Processing
8.1
8
9.0
8
7.9
8
8.3
8
Building Reports
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Apache Ambari and Google Cloud Dataproc are categorized as Big Data Processing and Distribution
Unique Categories
Apache Ambari has no unique categories
Google Cloud Dataproc is categorized as ETL Tools
Reviews
Reviewers' Company Size
Apache Ambari
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Google Cloud Dataproc
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Telecommunications
19.0%
Computer Software
14.3%
Banking
14.3%
Retail
9.5%
Marketing and Advertising
9.5%
Other
33.3%
Information Technology and Services
33.3%
Retail
11.1%
Computer Software
11.1%
Marketing and Advertising
5.6%
Hospital & Health Care
5.6%
Other
33.3%
Most Helpful Reviews
Apache Ambari
Most Helpful Favorable Review
Verified User in Computer Software
One could easily manage and see the working of their Hadoop cluster.
Most Helpful Critical Review
Naresh B.
Verified User in Banking
No GUI for querying in 3.x versions, difficult to query via Putty
Google Cloud Dataproc
Most Helpful Favorable Review
Verified User in Information Technology and Services
The graphical user interface for Dataproc makes it easier to create clusters and use it.
Most Helpful Critical Review
Verified User in Telecommunications
need to support redhat or other linux os
Verified User in Computer Software
One could easily manage and see the working of their Hadoop cluster.
Verified User in Information Technology and Services
The graphical user interface for Dataproc makes it easier to create clusters and use it.
Naresh B.
Verified User in Banking
No GUI for querying in 3.x versions, difficult to query via Putty
Verified User in Telecommunications
need to support redhat or other linux os
Alternatives
Discussions
Apache Ambari has no discussions with answers
Google Cloud Dataproc has no discussions with answers
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