Introducing G2.ai, the future of software buying.Try now
Compare Google Cloud Dataprep and Google Cloud Dataproc 
Featured Products
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Starburst
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Help Desk Migration Services
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
High Digital
Visit Website
At a Glance
Market Segments
Small-Business (64.3% of reviews)
Mid-Market (46.7% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Google Cloud Dataprep
Star Rating
(16)4.3 out of 5
Market Segments
Small-Business (64.3% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Google Cloud DataprepGoogle Cloud Dataproc
Star Rating
(17)4.4 out of 5
Market Segments
Mid-Market (46.7% 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, making it a preferred choice for organizations heavily invested in Hadoop ecosystems. In contrast, Google Cloud Dataprep scores lower at 7.1, indicating less robust support for Hadoop.
- Reviewers mention that Google Cloud Dataproc offers superior Spark Integration, scoring 9.4, which is beneficial for users looking to leverage Spark for big data processing. Google Cloud Dataprep, however, scores 7.9, suggesting it may not be as effective for Spark-centric workflows.
- G2 users highlight that Google Cloud Dataproc provides strong real-time data collection capabilities with a score of 8.1, while Google Cloud Dataprep outperforms in data preparation with a score of 9.2, making it ideal for users focused on data cleansing and transformation.
- Users on G2 report that Google Cloud Dataproc shines in cloud processing with a score of 9.0, which is crucial for handling large-scale data workloads efficiently. Conversely, Google Cloud Dataprep scores 8.7, indicating it may not be as optimized for extensive cloud processing tasks.
- Reviewers mention that Google Cloud Dataproc's machine scaling capabilities are rated at 9.2, allowing for dynamic resource allocation during data processing. In comparison, Google Cloud Dataprep scores 8.3, which may limit its scalability for larger projects.
- Users say that Google Cloud Dataproc's overall ease of use is rated at 9.0, making it user-friendly for data engineers, while Google Cloud Dataprep slightly edges out with a score of 9.1, appealing to users who prioritize a straightforward data preparation interface.
Pricing
Entry-Level Pricing
Google Cloud Dataprep
No pricing availableGoogle Cloud Dataproc
No pricing availableFree Trial
Google Cloud Dataprep
No trial information availableGoogle Cloud Dataproc
No trial information availableRatings
Meets Requirements
8.2
12
8.7
10
Ease of Use
9.2
13
9.0
10
Ease of Setup
8.6
6
Not enough data
Ease of Admin
8.9
6
Not enough data
Quality of Support
8.3
12
8.8
10
Has the product been a good partner in doing business?
8.9
6
Not enough data
Product Direction (% positive)
8.2
13
8.8
10
Features by Category
Data Source Access
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Interaction
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
Not enough data
Not enough data
Data Exporting
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
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
Database
8.7
9
8.1
8
8.3
9
8.8
8
6.7
9
8.1
8
Integrations
7.1
7
9.0
8
7.9
8
9.4
8
Platform
8.3
8
9.2
8
9.2
10
7.9
8
7.9
8
9.4
8
Processing
8.7
10
9.0
8
9.4
9
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
Google Cloud Dataprep and Google Cloud Dataproc are categorized as Big Data Processing and Distribution
Unique Categories
Google Cloud Dataprep is categorized as Data Preparation
Google Cloud Dataproc is categorized as ETL Tools
Reviews
Reviewers' Company Size
Google Cloud Dataprep
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
Information Technology and Services
21.4%
Computer Software
14.3%
Restaurants
7.1%
Primary/Secondary Education
7.1%
Marketing and Advertising
7.1%
Other
42.9%
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
Google Cloud Dataprep has no discussions with answers
Google Cloud Dataproc has no discussions with answers
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
