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Compare Google Cloud Dataprep and Pentaho Data Integration 
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At a Glance
Market Segments
Small-Business (64.3% of reviews)
Mid-Market (41.2% 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)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Google Cloud DataprepPentaho Data Integration
Star Rating
(17)4.3 out of 5
Market Segments
Mid-Market (41.2% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Pentaho Data IntegrationSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Google Cloud Dataprep excels in its "Data Preparation" capabilities, with a score of 9.2, making it a preferred choice for users who prioritize ease of data cleaning and transformation. In contrast, Pentaho Data Integration, while still strong, has a slightly lower score of 9.0 in this area.
- Reviewers mention that Google Cloud Dataprep offers superior "Ease of Use" with a score of 9.1, which is particularly beneficial for small businesses looking for a user-friendly interface. Pentaho Data Integration, with a score of 8.6, is noted to have a steeper learning curve, which may be a consideration for teams with less technical expertise.
- G2 users highlight that Google Cloud Dataprep's "Real-Time Data Collection" feature scores 8.7, allowing for timely insights and decision-making. In comparison, Pentaho Data Integration's score in this area is not specified, indicating it may not be as robust in real-time capabilities.
- Users on G2 report that Pentaho Data Integration shines in "Data Integration Variety," with a broader range of connectors and integration options, making it suitable for complex environments. Google Cloud Dataprep, while effective, is perceived to have fewer integration options, which could limit flexibility for some users.
- Reviewers mention that Google Cloud Dataprep's "Cloud Processing" capabilities score 8.7, making it a strong choice for organizations looking to leverage cloud infrastructure. Pentaho Data Integration, while capable, does not emphasize cloud processing to the same extent, which may affect its appeal for cloud-centric users.
- Users say that both products have strong "Quality of Support," but Google Cloud Dataprep edges out with a score of 8.3 compared to Pentaho's 7.3. This difference suggests that users may find more responsive and helpful support when using Google Cloud Dataprep, which can be crucial for troubleshooting and implementation.
Pricing
Entry-Level Pricing
Google Cloud Dataprep
No pricing availablePentaho Data Integration
No pricing availableFree Trial
Google Cloud Dataprep
No trial information availablePentaho Data Integration
No trial information availableRatings
Meets Requirements
8.2
12
8.7
15
Ease of Use
9.2
13
8.6
15
Ease of Setup
8.6
6
8.0
9
Ease of Admin
8.9
6
8.6
7
Quality of Support
8.3
12
7.2
12
Has the product been a good partner in doing business?
8.9
6
8.6
6
Product Direction (% positive)
8.2
13
9.2
14
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
8.7
5
Not enough data
9.0
5
Functionality
Not enough data
9.7
5
Not enough data
9.7
5
Not enough data
9.3
5
Not enough data
8.3
5
Not enough data
8.7
5
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
Management
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security
Not enough data
Not enough data
Agentic AI - Cloud Migration
Not enough data
Not enough data
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
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Database
8.7
9
Not enough data
8.3
9
Not enough data
6.7
9
Not enough data
Integrations
7.1
7
Not enough data
7.9
8
Not enough data
Platform
8.3
8
Not enough data
9.2
10
Not enough data
7.9
8
Not enough data
Processing
8.7
10
Not enough data
9.4
9
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
Google Cloud Dataprep and Pentaho Data Integration are categorized as Big Data Processing and Distribution
Unique Categories
Google Cloud Dataprep is categorized as Data Preparation
Pentaho Data Integration is categorized as Cloud Migration, Big Data Integration Platforms, ETL Tools, On-Premise Data Integration, and Data Mapping
Reviews
Reviewers' Company Size
Google Cloud Dataprep
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Pentaho Data Integration
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
35.3%
Telecommunications
11.8%
Banking
11.8%
Internet
5.9%
Information Services
5.9%
Other
29.4%
Alternatives
Discussions
Google Cloud Dataprep has no discussions with answers
Pentaho Data Integration has no discussions with answers
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