Compare Cloudera and IBM watsonx.data 
At a Glance
Market Segments
Enterprise (51.5% of reviews)
Enterprise (41.0% 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
(43)4.5 out of 5
Market Segments
Enterprise (41.0% 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 also performs well with a score of 8.6, but users mention that Cloudera's integration capabilities are more robust and seamless.
- 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. Users appreciate the efficiency and speed of data processing in the cloud with IBM's solution, particularly for large datasets.
- G2 users highlight Cloudera's superior Data Migration capabilities, scoring 8.1, which is noted for its ease of use and effectiveness in transferring large volumes of data. In comparison, IBM watsonx.data does not have a specific score for this feature, indicating a potential gap in user satisfaction.
- Users on G2 report that IBM watsonx.data offers better Data Visualization tools, scoring 7.5 compared to Cloudera's lower performance in this area. Reviewers mention that the visual analytics features in IBM's platform are more intuitive and user-friendly, enhancing the overall data exploration experience.
- Reviewers say that Cloudera's Real-Time Data Collection capabilities are rated at 7.8, while IBM watsonx.data excels with a score of 8.8. Users appreciate the responsiveness and efficiency of IBM's real-time analytics, which is crucial for time-sensitive decision-making.
- Users report that IBM watsonx.data has a more favorable Quality of Support rating at 8.4, compared to Cloudera's 6.9. Many reviewers mention that IBM's support team is more accessible and responsive, which significantly enhances the user experience when issues arise.
Featured Products
Sponsored
WarpStream
(0)
Data Warehouse
Visit Website
Sponsored
Syncari
(42)
Data Warehouse
Visit Website
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
8.7
36
Ease of Use
7.7
30
8.4
39
Ease of Setup
7.8
18
8.0
33
Ease of Admin
7.2
18
7.4
15
Quality of Support
6.9
26
8.4
33
Has the product been a good partner in doing business?
7.8
15
7.9
14
Product Direction (% positive)
7.0
31
9.0
36
Features by Category
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
Not enough data
Not enough data
Not enough data
Not enough data
Integration
Not enough data
Not enough data
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
Performance
Not enough data
Not enough data
Security
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
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
8.1
22
Not enough data
8.3
22
Not enough data
8.6
22
Data as a Service
Not enough data
8.6
22
Not enough data
8.6
22
Architecture
Not enough data
8.3
22
Not enough data
8.3
22
Database
7.8
10
8.8
17
8.8
10
9.0
16
8.1
8
8.6
17
Integrations
8.7
10
8.6
17
8.1
9
8.8
16
Platform
9.2
6
8.4
16
7.5
8
8.5
17
8.1
9
8.8
16
Processing
7.8
6
8.9
16
8.1
8
9.1
15
Data Transformation
7.0
9
|
Verified
Not enough data
8.3
6
|
Verified
Not enough data
Connectivity
9.0
10
|
Verified
Not enough data
9.1
9
|
Verified
Not enough data
8.5
9
|
Verified
Not enough data
9.0
8
|
Verified
Not enough data
Operations
7.5
8
|
Verified
Not enough data
8.0
9
|
Verified
Not enough data
7.9
7
|
Verified
Not enough data
Feature Not Available
Not enough data
8.7
5
|
Verified
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
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
Unique Categories
Cloudera is categorized as Key Value Databases, Big Data Analytics, Data Warehouse, and Big Data Integration Platforms
IBM watsonx.data is categorized as Data as a Service (DaaS)
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
20.5%
Consulting
15.4%
Computer Software
15.4%
Pharmaceuticals
5.1%
Marketing and Advertising
5.1%
Other
38.5%
Most Helpful Reviews
Cloudera
Most Helpful Favorable Review
Verified User in Information Technology and Services
The ability to monitor and manage numerous Hadoop clusters from one tool. An easy to learn and use REST API and Python client library. Easy to use graphical interface to manage the health of our clusters. Makes the install process on numerous nodes easy.
Most Helpful Critical Review
veena k.
Verified User
its cost is high and also, not very administrator friendly
IBM watsonx.data
Most Helpful Favorable Review
Sathwick K.
Verified User in Health, Wellness and Fitness
IBM watson offers extensive suite for Cognitive computing, NLP, ML-AI, data analytics, Assistant service and Languge models and translations. Its easy to use and is perfectly suitable for business needs which doesn't need for a seperare development team to...
Most Helpful Critical Review
Verified User in Consulting
When we are talking about advanced and in-depth analytics, the platform still lacks easier and faster integrations in order to be used as a service in a Python notebook, the libraries are very complex and take too much time to handle simple requests.
Verified User in Information Technology and Services
The ability to monitor and manage numerous Hadoop clusters from one tool. An easy to learn and use REST API and Python client library. Easy to use graphical interface to manage the health of our clusters. Makes the install process on numerous nodes easy.
Sathwick K.
Verified User in Health, Wellness and Fitness
IBM watson offers extensive suite for Cognitive computing, NLP, ML-AI, data analytics, Assistant service and Languge models and translations. Its easy to use and is perfectly suitable for business needs which doesn't need for a seperare development team to...
veena k.
Verified User
its cost is high and also, not very administrator friendly
Verified User in Consulting
When we are talking about advanced and in-depth analytics, the platform still lacks easier and faster integrations in order to be used as a service in a Python notebook, the libraries are very complex and take too much time to handle simple requests.
Alternatives
Discussions
Cloudera has no discussions with answers
IBM watsonx.data has no discussions with answers
Hunting for software insights?
With over 2.5 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.
or continue with
Gmail.com addresses not permitted. A business domain using Google is allowed.
By proceeding, you agree to our Terms of Use and Privacy Policy
