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Compare Apache Beam and Google Cloud Dataproc

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At a Glance
Apache Beam
Apache Beam
Star Rating
(16)4.1 out of 5
Market Segments
Mid-Market (42.9% of reviews)
Information
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Apache Beam
Google Cloud Dataproc
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
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, making it a preferred choice for organizations heavily invested in the Hadoop ecosystem. In contrast, Apache Beam's Hadoop Integration score is significantly lower at 6.0, indicating less robust support for Hadoop-based workflows.
  • Reviewers mention that Google Cloud Dataproc offers superior Spark Integration, scoring 9.4, which is crucial for users looking to leverage Spark's capabilities for big data processing. Apache Beam, however, scores only 7.3 in this area, suggesting it may not be as effective for Spark-centric tasks.
  • G2 users highlight that Google Cloud Dataproc's Cloud Processing capabilities are rated at 9.0, showcasing its strength in handling cloud-based data processing tasks efficiently. Conversely, Apache Beam's score of 8.2 indicates it may not perform as well in cloud environments.
  • Users on G2 report that Google Cloud Dataproc provides a more user-friendly experience with an Ease of Use score of 9.0, while Apache Beam's score of 7.8 suggests a steeper learning curve, which could impact user adoption.
  • Reviewers say that Google Cloud Dataproc's Quality of Support is rated at 8.8, indicating a strong support system for users. In comparison, Apache Beam's support score of 7.6 suggests that users may face challenges in getting timely assistance.
  • Users report that Google Cloud Dataproc's scalability is highly rated, allowing businesses to efficiently manage growing data workloads, while Apache Beam's scalability features may not be as robust, potentially limiting its effectiveness in larger environments.
Pricing
Entry-Level Pricing
Apache Beam
No pricing available
Google Cloud Dataproc
No pricing available
Free Trial
Apache Beam
No trial information available
Google Cloud Dataproc
No trial information available
Ratings
Meets Requirements
8.6
12
8.7
10
Ease of Use
7.8
12
9.0
10
Ease of Setup
Not enough data
Not enough data
Ease of Admin
Not enough data
Not enough data
Quality of Support
7.6
11
8.8
10
Has the product been a good partner in doing business?
Not enough data
Not enough data
Product Direction (% positive)
8.1
12
8.8
10
Features by Category
Not enough data
Not enough data
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
Big Data Processing and DistributionHide 10 FeaturesShow 10 Features
7.6
12
8.7
9
Database
7.7
10
8.1
8
8.0
10
8.8
8
7.1
7
8.1
8
Integrations
6.0
5
9.0
8
7.3
5
9.4
8
Platform
8.3
6
9.2
8
8.1
7
7.9
8
7.3
5
9.4
8
Processing
8.2
10
9.0
8
8.1
7
8.3
8
Not enough data
Not enough data
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 Beam
Apache Beam
Google Cloud Dataproc
Google Cloud Dataproc
Apache Beam and Google Cloud Dataproc are categorized as Big Data Processing and Distribution
Unique Categories
Apache Beam
Apache Beam has no unique categories
Google Cloud Dataproc
Google Cloud Dataproc is categorized as ETL Tools
Reviews
Reviewers' Company Size
Apache Beam
Apache Beam
Small-Business(50 or fewer emp.)
35.7%
Mid-Market(51-1000 emp.)
42.9%
Enterprise(> 1000 emp.)
21.4%
Google Cloud Dataproc
Google Cloud Dataproc
Small-Business(50 or fewer emp.)
20.0%
Mid-Market(51-1000 emp.)
46.7%
Enterprise(> 1000 emp.)
33.3%
Reviewers' Industry
Apache Beam
Apache Beam
Retail
14.3%
Logistics and Supply Chain
14.3%
Information Technology and Services
14.3%
Computer Software
14.3%
Telecommunications
7.1%
Other
35.7%
Google Cloud Dataproc
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
Apache Beam
Apache Beam Alternatives
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Add Databricks Data Intelligence Platform
Amazon EMR
Amazon EMR
Add Amazon EMR
Azure Data Lake Store
Azure Data Lake Store
Add Azure Data Lake Store
Azure HDInsight
Azure HDInsight
Add Azure HDInsight
Google Cloud Dataproc
Google Cloud Dataproc Alternatives
Databricks Data Intelligence Platform
Databricks Data Intelligence Platform
Add Databricks Data Intelligence Platform
Azure Data Factory
Azure Data Factory
Add Azure Data Factory
Amazon EMR
Amazon EMR
Add Amazon EMR
Azure Data Lake Store
Azure Data Lake Store
Add Azure Data Lake Store
Discussions
Apache Beam
Apache Beam Discussions
Monty the Mongoose crying
Apache Beam has no discussions with answers
Google Cloud Dataproc
Google Cloud Dataproc Discussions
Monty the Mongoose crying
Google Cloud Dataproc has no discussions with answers