Compare Cloudera and IBM watsonx.data 
Featured Products
At a Glance
Market Segments
Enterprise (51.5% of reviews)
Small-Business (38.1% 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)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about ClouderaIBM watsonx.data
Star Rating
(149)4.4 out of 5
Market Segments
Small-Business (38.1% of reviews)
Pros & Cons
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.
- G2 reviewers report that IBM watsonx.data excels in flexibility, allowing users to run different query engines based on their workload. This adaptability helps optimize both performance and cost, making it a strong choice for businesses with varying data needs.
- Users say that Cloudera is particularly effective for handling confidential data, with many praising its ease of use and reliability. Reviewers appreciate that it often works without issues, making it a dependable option for sensitive projects.
- According to verified reviews, IBM watsonx.data stands out for its fast querying and analytics capabilities, especially when dealing with large and complex datasets. Users highlight its storage optimization features, which enhance performance during data-heavy tasks.
- Reviewers mention that Cloudera has a strong presence in the enterprise market, with many users from larger organizations. This focus may benefit enterprises looking for robust solutions tailored to their scale, although it may not cater as well to smaller businesses.
- Users highlight that IBM watsonx.data's built-in governance features are crucial for enterprises, ensuring data compliance and security. This aspect is particularly appealing for organizations that prioritize data management and regulatory adherence.
- G2 reviewers note that while Cloudera has a solid reputation, it faces challenges in support quality, with lower ratings compared to IBM watsonx.data. Users have expressed a desire for improved support experiences, which could enhance their overall satisfaction with the product.
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
8.8
118
Ease of Use
7.7
30
8.2
132
Ease of Setup
7.8
18
7.9
117
Ease of Admin
7.2
18
7.8
51
Quality of Support
6.9
26
8.5
114
Has the product been a good partner in doing business?
7.8
15
8.7
52
Product Direction (% positive)
7.0
31
9.2
119
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
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
8.0
5
Model Development
Not enough data
7.0
5
Machine/Deep Learning Services
Not enough data
Not enough data
Not enough data
7.7
5
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
6.7
5
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
8.5
49
Not enough data
8.5
46
Data as a Service
Not enough data
8.3
46
Not enough data
8.5
47
Architecture
Not enough data
8.3
47
Not enough data
8.5
48
Database
7.8
10
8.6
28
8.8
10
8.8
28
8.1
8
8.6
29
Integrations
8.7
10
8.3
28
8.1
9
8.5
28
Platform
9.2
6
8.4
27
7.5
8
8.6
28
8.1
9
8.5
28
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
7.5
10
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
8.2
10
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
19.4%
Computer Software
18.7%
Consulting
6.7%
Financial Services
5.2%
Banking
4.5%
Other
45.5%
Alternatives
Discussions
Cloudera has no discussions with answers
IBM watsonx.data 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.
