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At a Glance
Market Segments
Mid-Market (65.0% of reviews)
Enterprise (51.1% of reviews)
Pros & Cons
Not enough data
Not enough data
Entry-Level Pricing
No pricing available
30 day free trial
CData Virtuality
Star Rating
(20)4.7 out of 5
Market Segments
Mid-Market (65.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about CData VirtualityQubole
Star Rating
(259)4.0 out of 5
Market Segments
Enterprise (51.1% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
30 day free trial
Browse all 3 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Qubole excels in Data Ingestion & Wrangling with a score of 9.0, making it a strong choice for organizations needing to handle large volumes of data efficiently. In contrast, Data Virtuality, while scoring well in other areas, does not emphasize this feature as strongly.
- Reviewers mention that Data Virtuality shines in Quality of Support, achieving a remarkable score of 9.8, which indicates a high level of customer satisfaction and responsiveness. Qubole, with a score of 7.9, may not provide the same level of support, which could be a critical factor for users needing assistance.
- G2 users highlight that Data Virtuality offers superior Ease of Setup with a score of 9.2, suggesting that new users can get started quickly and with minimal hassle. Qubole's score of 7.6 indicates that users may face more challenges during the initial setup process.
- Users on G2 report that Data Virtuality's Product Direction is highly rated at 10.0, indicating a strong confidence in the product's future development and enhancements. In comparison, Qubole's score of 7.1 suggests some uncertainty among users regarding its long-term viability.
- Reviewers mention that Qubole's Database Management capabilities are top-notch, scoring a perfect 10.0, which is particularly appealing for enterprises that require robust database solutions. Data Virtuality, while strong in other areas, does not match this level of database management functionality.
- Users say that Data Virtuality's Real-Time Analytics feature, with a score of 8.0, is a significant advantage for businesses needing immediate insights. Qubole's score in this area is not specified, but the emphasis on real-time capabilities in Data Virtuality may make it a more attractive option for data-driven decision-making.
Pricing
Entry-Level Pricing
CData Virtuality
No pricing availableQubole
Free Trial
30 day free trial
Free access to Qubole for 30 days to build data pipelines, bring machine learning to production, and analyze any data type from any data source. Get started today: https://www.qubole.com/free-trial/
Free Trial
CData Virtuality
No trial information availableQubole
Free Trial is available
Ratings
Meets Requirements
9.6
18
8.4
211
Ease of Use
9.0
18
7.8
212
Ease of Setup
9.2
13
7.6
60
Ease of Admin
9.2
13
7.6
58
Quality of Support
9.8
18
7.9
177
Has the product been a good partner in doing business?
9.5
13
8.1
61
Product Direction (% positive)
10.0
18
7.1
208
Features by Category
Administration
10.0
5
Not enough data
9.0
5
Not enough data
9.7
5
Not enough data
Federation
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Transformation
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 Sourcing
Not enough data
Not enough data
Not enough data
Not enough data
Feature Not Available
Not enough data
Not enough data
Not enough data
Intelligence
Feature Not Available
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
System
Not enough data
9.0
7
Model Development
Not enough data
7.9
7
Not enough data
6.7
5
Not enough data
8.0
5
Not enough data
8.1
6
Model Development
Not enough data
8.3
5
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
8.0
5
Deployment
Not enough data
9.0
5
Not enough data
8.3
6
Not enough data
8.8
7
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
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
Solution Provision
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
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
Feature Not Available
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
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
Not enough data
Not enough data
Reporting
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
Not enough data
Not enough data
Not enough data
Not enough data
Database
Not enough data
8.0
64
Not enough data
8.4
83
Not enough data
8.3
79
Integrations
Not enough data
8.6
81
Not enough data
8.6
87
Platform
Not enough data
8.3
72
Not enough data
8.3
82
Not enough data
8.6
87
Processing
Not enough data
8.5
85
Not enough data
8.3
82
Data Transformation
Not enough data
8.0
119
|
Verified
Not enough data
8.8
10
|
Verified
Connectivity
Not enough data
8.8
107
|
Verified
Not enough data
8.6
123
|
Verified
Not enough data
8.3
108
|
Verified
Not enough data
8.5
113
|
Verified
Operations
Not enough data
7.0
104
|
Verified
Not enough data
7.8
116
|
Verified
Not enough data
7.2
75
|
Verified
Not enough data
7.8
69
|
Verified
Not enough data
8.8
11
|
Verified
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
CData Virtuality and Qubole are categorized as Big Data Integration Platforms
Unique Categories
CData Virtuality is categorized as Data Replication, Data Virtualization, ETL Tools, On-Premise Data Integration, Data Warehouse, and Customer Data Platform (CDP)
Qubole is categorized as Big Data Processing and Distribution, Big Data Analytics, and Data Science and Machine Learning Platforms
Reviews
Reviewers' Company Size
CData Virtuality
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Qubole
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
Retail
10.0%
Marketing and Advertising
10.0%
Management Consulting
10.0%
Computer Software
10.0%
Staffing and Recruiting
5.0%
Other
55.0%
Computer Software
19.4%
Information Technology and Services
14.3%
Marketing and Advertising
12.2%
Internet
6.8%
Leisure, Travel & Tourism
4.2%
Other
43.0%
Alternatives
Discussions
CData Virtuality has no discussions with answers
1.What is the best way to pass external spark packages in Qubole Notebooks?;
2 Comments
RR
It give clarity about financial data which help at business level to expansion and cut down cost , to review apex and opex and budgeting prospectiveRead more
How do i integrate more charts or graphs in Qubole Notebooks in SQL for quick visualization
2 Comments
RR
we can create schma by using postman and multiple chart which to help to analysis the data and clarity about the decision making of further processRead more
How do I integrate elastic search with use of qubole in Tableau.
1 Comment
MP
Hi Manjul,
Difficult to answer without more details. Reach out to your Customer Success Manager or the Qubole administrators within your organization -...Read more
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