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Compare Cloudera and IBM watsonx.data 
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At a Glance
Market Segments
Enterprise (51.5% of reviews)
Enterprise (36.6% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Cloudera
Star Rating
(38)4.0 out of 5
Market Segments
Enterprise (51.5% of reviews)
Entry-Level Pricing
No pricing available
Learn more about ClouderaIBM watsonx.data
Star Rating
(93)4.3 out of 5
Market Segments
Enterprise (36.6% of reviews)
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about IBM watsonx.dataSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Cloudera excels in Hadoop Integration with a score of 9.0, making it a preferred choice for organizations heavily invested in Hadoop ecosystems. In contrast, IBM watsonx.data, while still strong at 8.6, does not match the depth of integration that Cloudera offers.
- Reviewers mention that IBM watsonx.data shines in Cloud Processing, achieving a score of 8.9, which is significantly higher than Cloudera's 7.8. This indicates that IBM's solution may be better suited for cloud-centric operations and scalability.
- G2 users highlight Cloudera's Data Management capabilities, particularly in Data Migration with a score of 8.1, which is crucial for enterprises looking to transition data seamlessly. Users on G2 note that IBM watsonx.data, while competent, does not provide the same level of ease in this area.
- Reviewers say that IBM watsonx.data offers superior Data Visualization tools, scoring 8.3 compared to Cloudera's 7.5. This feature is essential for users who prioritize intuitive data representation and insights.
- Users report that Cloudera's Real-Time Data Collection capabilities are rated at 7.8, while IBM watsonx.data outperforms with a score of 8.8. This suggests that IBM's solution may be more effective for businesses requiring immediate data insights.
- Reviewers mention that Cloudera's Quality of Support is rated at 6.9, which is notably lower than IBM watsonx.data's 8.4. This disparity indicates that users may find IBM's support services more responsive and helpful in resolving issues.
Pricing
Entry-Level Pricing
Cloudera
No pricing availableIBM watsonx.data
No pricing availableFree Trial
Cloudera
No trial information availableIBM watsonx.data
Free Trial is available
Ratings
Meets Requirements
8.2
30
8.5
70
Ease of Use
7.7
30
8.0
82
Ease of Setup
7.8
18
7.6
75
Ease of Admin
7.2
18
7.6
30
Quality of Support
6.9
26
8.3
65
Has the product been a good partner in doing business?
7.8
15
8.0
29
Product Direction (% positive)
7.0
31
9.2
70
Features by Category
Administration
Not enough data
8.0
5
Not enough data
7.0
5
Not enough data
8.0
5
Not enough data
7.7
5
Management
Not enough data
8.3
5
Not enough data
8.3
5
Not enough data
8.0
5
Not enough data
7.7
5
Not enough data
8.3
5
Compliance
Not enough data
8.0
5
Not enough data
7.0
5
Not enough data
7.7
5
Not enough data
7.7
5
Security
Not enough data
8.6
6
Not enough data
9.2
6
Not enough data
8.6
6
Data Quality
Not enough data
8.3
5
Not enough data
8.3
5
Not enough data
8.3
5
Maintainence
Not enough data
8.3
5
Not enough data
8.7
5
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Data Governance
Not enough data
6.0
5
Not enough data
6.0
5
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
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
Data Science and Machine Learning PlatformsHide 25 FeaturesShow 25 Features
Not enough data
Not enough data
System
Not enough data
Not enough data
Model Development
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Model Development
Not enough data
Not enough data
Machine/Deep Learning Services
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Machine/Deep Learning Services
Not enough data
Not enough data
Not enough data
Not enough data
Deployment
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
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
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 Management
Not enough data
8.3
6
Not enough data
8.6
6
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
7.5
6
Not enough data
8.1
6
Integration
Not enough data
8.6
6
Not enough data
8.3
6
Not enough data
8.6
6
Deployment
Not enough data
8.1
6
Not enough data
9.4
6
Performance
Not enough data
8.6
6
Security
Not enough data
9.2
6
Not enough data
9.4
6
Generative AI
Not enough data
8.3
5
Not enough data
8.7
5
Data Management
Not enough data
Not enough data
Not enough data
Not enough data
Availability
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Performance
Feature Not Available
Not enough data
Security
Not enough data
Not enough data
Not enough data
Not enough data
Feature Not Available
Not enough data
Not enough data
Not enough data
Support
Not enough data
Not enough data
Not enough data
Not enough data
Data Management
Not enough data
8.2
46
Not enough data
8.3
45
Not enough data
8.5
45
Data as a Service
Not enough data
8.3
45
Not enough data
8.5
45
Architecture
Not enough data
8.2
45
Not enough data
8.4
45
Database
7.8
10
8.6
28
8.8
10
8.8
27
8.1
8
8.6
28
Integrations
8.7
10
8.3
28
8.1
9
8.5
27
Platform
9.2
6
8.4
27
7.5
8
8.6
28
8.1
9
8.5
27
Processing
7.8
6
8.8
27
8.1
8
8.9
25
Data Transformation
7.0
9
|
Verified
7.2
9
8.3
6
|
Verified
7.2
9
Connectivity
9.0
10
|
Verified
7.2
9
9.1
9
|
Verified
7.4
9
8.5
9
|
Verified
8.0
9
9.0
8
|
Verified
7.4
9
Operations
7.5
8
|
Verified
7.5
10
8.0
9
|
Verified
8.0
10
7.9
7
|
Verified
8.0
9
Feature Not Available
6.8
10
8.7
5
|
Verified
7.8
10
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
Database Features
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
Cloudera and IBM watsonx.data are categorized as Big Data Processing and Distribution, Big Data Analytics, and Data Warehouse
Unique Categories
Cloudera is categorized as Key Value Databases and Big Data Integration Platforms
IBM watsonx.data is categorized as Data as a Service (DaaS), Data Governance, Data Science and Machine Learning Platforms, and ETL Tools
Reviews
Reviewers' Company Size
Cloudera
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
IBM watsonx.data
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
21.2%
Telecommunications
12.1%
Computer Software
12.1%
Retail
9.1%
Marketing and Advertising
6.1%
Other
39.4%
Information Technology and Services
24.4%
Computer Software
14.6%
Consulting
8.5%
Financial Services
7.3%
Banking
6.1%
Other
39.0%
Alternatives
Discussions
Cloudera has no discussions with answers
IBM watsonx.data has no discussions with answers
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