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Compare Apache Ambari and Google Cloud Dataproc 
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At a Glance
Market Segments
Enterprise (71.4% of reviews)
Mid-Market (46.7% of reviews)
Pros & Cons
Not enough data
Not enough data
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)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Apache AmbariGoogle Cloud Dataproc
Star Rating
(17)4.4 out of 5
Market Segments
Mid-Market (46.7% of reviews)
Pros & Cons
Not enough data
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. Reviewers mention that Dataproc's seamless integration with existing Hadoop ecosystems simplifies data processing tasks significantly.
- Reviewers say that Google Cloud Dataproc shines in Spark Integration, achieving a high score of 9.4, compared to Apache Ambari's 8.0. Users on G2 highlight that Dataproc's ability to run Spark jobs efficiently enhances performance for big data analytics.
- Users report that Google Cloud Dataproc offers superior Cloud Processing capabilities with a score of 9.0, while Apache Ambari scores 8.1. Reviewers mention that Dataproc's cloud-native architecture allows for better scalability and resource management.
- Reviewers mention that Google Cloud Dataproc has a higher Quality of Support rating at 8.8 compared to Apache Ambari's 7.1. Users say that the responsive support team at Dataproc is a significant advantage for businesses needing quick resolutions.
- Users on G2 report that Google Cloud Dataproc has a better Ease of Use score of 9.0, while Apache Ambari scores 8.7. Reviewers say that Dataproc's user-friendly interface and straightforward setup process make it more accessible for teams with varying technical expertise.
- G2 users mention that Google Cloud Dataproc's Performance and Reliability score of 8.9 outshines Apache Ambari's 8.0. Users report that Dataproc's consistent performance under heavy workloads is a key factor in their satisfaction with the product.
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
8.7
10
Ease of Use
8.7
17
9.0
10
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
10
Has the product been a good partner in doing business?
8.7
10
Not enough data
Product Direction (% positive)
7.5
14
8.8
10
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
26.7%
Retail
13.3%
Marketing and Advertising
6.7%
Hospital & Health Care
6.7%
Higher Education
6.7%
Other
40.0%
Alternatives
Discussions
Apache Ambari has no discussions with answers
Google Cloud Dataproc has no discussions with answers
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