Compare Cloudera Data Platform and Dremio 
Featured Products
At a Glance
Market Segments
Enterprise (42.3% of reviews)
Enterprise (48.4% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Cloudera Data Platform
Star Rating
(136)4.1 out of 5
Market Segments
Enterprise (42.3% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Cloudera Data PlatformDremio
Star Rating
(70)4.6 out of 5
Market Segments
Enterprise (48.4% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about DremioSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Dremio excels in ease of use, with users highlighting its intuitive interface that allows for quick connections to multiple data sources without a complicated setup. One user noted, "I was surprised at how fast we could connect to, like, multiple data sources," showcasing its user-friendly onboarding process.
- Users say Cloudera is a reliable choice for handling confidential data, with feedback emphasizing its effectiveness in serving business needs. One reviewer mentioned, "It is wonderful technology to use while working on the confidential data," indicating a strong trust in its security features.
- Reviewers mention that Dremio's ability to integrate with a wide array of data sources, including relational databases and NoSQL systems, is a significant advantage. Users appreciate the flexibility, stating, "I love the platform’s ability to connect to a wide array of data sources," which enhances its versatility in data management.
- According to verified reviews, Cloudera faces challenges in user support, with a lower satisfaction score compared to Dremio. Users have expressed concerns about the quality of support, with one noting, "Most of the time it works without any issues," but indicating that when issues arise, support may not be as responsive.
- G2 reviewers highlight Dremio's strong performance in cloud processing, with users praising its capabilities in handling cloud-based data efficiently. One user remarked, "I like the fact that you can query directly S3 and HDFS," which underscores its effectiveness in cloud environments.
- Users report that Cloudera has a solid reputation in enterprise settings, with a significant portion of its reviews coming from enterprise users. This suggests that while it may have some usability challenges, it remains a trusted option for larger organizations looking for robust data solutions.
Pricing
Entry-Level Pricing
Cloudera Data Platform
No pricing availableDremio
No pricing availableFree Trial
Cloudera Data Platform
No trial information availableDremio
Free Trial is available
Ratings
Meets Requirements
8.6
117
8.7
53
Ease of Use
8.3
119
9.2
54
Ease of Setup
8.1
60
8.4
48
Ease of Admin
7.9
59
7.8
29
Quality of Support
8.0
108
8.5
50
Has the product been a good partner in doing business?
8.4
56
9.1
28
Product Direction (% positive)
8.4
118
9.8
47
Features by Category
Reports
7.1
13
Not enough data
6.1
11
Not enough data
7.1
12
Not enough data
5.9
9
Not enough data
6.7
14
Not enough data
Self Service
6.2
11
Not enough data
6.7
10
Not enough data
6.2
11
Not enough data
6.8
10
Not enough data
6.2
10
Not enough data
6.0
7
Not enough data
Advanced Analytics
7.2
12
Not enough data
6.7
13
Not enough data
8.5
14
Not enough data
Building Reports
8.3
21
Not enough data
7.7
21
Not enough data
6.7
9
Not enough data
7.7
16
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
Reports
7.1
13
Not enough data
6.1
11
Not enough data
7.1
12
Not enough data
5.9
9
Not enough data
6.7
14
Not enough data
Data Preparation
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling and Blending
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
Agentic AI - Analytics 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
Self Service
6.2
11
Not enough data
6.7
10
Not enough data
6.2
11
Not enough data
6.8
10
Not enough data
6.2
10
Not enough data
6.0
7
Not enough data
Deployment & Integration - Analytics 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
Advanced Analytics
7.2
12
Not enough data
6.7
13
Not enough data
8.5
14
Not enough data
Performance & Scalability - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Capabilities - Analytics 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
Personalized Intelligence - Analytics Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Building Reports
8.3
21
Not enough data
7.7
21
Not enough data
6.7
9
Not enough data
7.7
16
Not enough data
Data Governance
8.8
10
Not enough data
8.8
8
Not enough data
8.8
8
Not enough data
Data Preparation
9.2
10
Not enough data
9.4
9
Not enough data
9.7
10
Not enough data
8.9
9
Not enough data
Collaboration
8.5
8
Not enough data
8.9
9
Not enough data
8.9
9
Not enough data
9.1
9
Not enough data
Artificial Intelligence
9.5
10
Not enough data
9.1
9
Not enough data
8.7
9
Not enough data
Generative AI
8.1
9
Not enough data
8.5
9
Not enough data
Agentic AI - Machine Learning Data Catalog
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
Administration
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
Not enough data
Not enough data
Compliance
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
Not enough data
Not enough data
Not enough data
Not enough data
Data Quality
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Maintainence
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
Agentic AI - Data Governance
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
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
Deployment
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
Deployment
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
Operations
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
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
System
9.7
15
Not enough data
Model Development
9.8
15
Not enough data
9.4
16
Not enough data
9.4
14
Not enough data
9.4
15
Not enough data
Model Development
9.4
14
Not enough data
Machine/Deep Learning Services
9.3
15
Not enough data
9.6
15
Not enough data
9.4
15
Not enough data
9.3
15
Not enough data
Machine/Deep Learning Services
9.8
14
Not enough data
9.9
13
Not enough data
Deployment
9.3
15
Not enough data
9.7
16
Not enough data
9.6
15
Not enough data
Generative AI
9.6
13
Not enough data
9.2
13
Not enough data
9.3
14
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
6.7
6
Not enough data
6.9
6
Not enough data
6.9
6
Not enough data
7.2
6
Not enough data
Analytics
6.4
6
Not enough data
Security
6.4
6
Not enough data
7.5
6
Not enough data
7.2
6
Not enough data
Generative AI
7.2
6
Not enough data
6.1
6
Not enough data
Agentic AI - Data Fabric
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
9.0
15
|
Verified
8.6
23
8.5
14
|
Verified
8.6
21
8.9
14
|
Verified
8.3
12
8.7
13
|
Verified
7.7
20
8.5
14
|
Verified
Feature Not Available
8.9
14
|
Verified
8.9
23
Integration
8.7
13
|
Verified
Feature Not Available
8.3
13
|
Verified
8.8
21
9.2
13
|
Verified
9.0
22
Deployment
9.3
14
|
Verified
8.7
15
8.9
14
|
Verified
8.5
19
Performance
9.2
14
|
Verified
8.3
21
Security
8.8
13
|
Verified
8.2
20
9.0
14
|
Verified
Feature Not Available
Generative AI
8.8
10
6.9
12
8.5
10
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
Maintenance
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
Management
8.8
11
Not enough data
9.4
11
Not enough data
9.4
8
Not enough data
9.4
9
Not enough data
Support
8.0
11
Not enough data
8.5
11
Not enough data
8.7
10
Not enough data
8.0
10
Not enough data
Security
9.0
10
Not enough data
9.2
10
Not enough data
8.7
9
Not enough data
9.0
10
Not enough data
Performance
8.8
8
Not enough data
8.9
9
Not enough data
8.7
9
Not enough data
8.7
9
Not enough data
8.8
10
Not enough data
Database Features
8.9
19
Not enough data
8.4
19
Not enough data
8.5
17
Not enough data
9.0
18
Not enough data
9.0
16
Not enough data
8.7
17
Not enough data
9.2
18
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
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - DataOps 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
Analytics
Not enough data
Not enough data
Not enough data
Not enough data
Monitoring and Management
Not enough data
Not enough data
Not enough data
Not enough data
Cloud Deployment
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
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
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Data Management
Not enough data
8.6
11
Not enough data
8.8
11
Not enough data
Feature Not Available
Data as a Service
Not enough data
7.6
11
Not enough data
8.2
11
Architecture
Not enough data
8.2
11
Not enough data
8.6
11
Deployment & Integration - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Connectivity & Federation - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Data Modeling & Metrics - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Performance Optimization - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Governance - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Intelligence - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI Enablement - Semantic Layer Tools
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Database
7.9
12
Feature Not Available
8.6
13
Feature Not Available
8.3
11
Feature Not Available
Integrations
8.8
13
9.0
18
8.3
11
7.9
13
Platform
9.2
8
9.1
20
7.7
11
8.7
13
8.3
11
7.9
13
Processing
7.7
8
9.1
19
7.7
11
8.6
13
Data Transformation
7.0
11
|
Verified
Feature Not Available
8.6
7
|
Verified
9.2
25
Connectivity
8.9
12
|
Verified
8.6
22
8.8
11
|
Verified
Feature Not Available
8.6
11
|
Verified
8.9
23
9.0
10
|
Verified
8.9
26
Operations
7.7
10
|
Verified
7.2
25
8.0
11
|
Verified
7.1
25
8.1
9
|
Verified
7.8
27
Feature Not Available
7.7
21
8.7
5
|
Verified
7.0
21
Building Reports
8.3
21
Not enough data
7.7
21
Not enough data
6.7
9
Not enough data
7.7
16
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
8.9
19
Not enough data
8.4
19
Not enough data
8.5
17
Not enough data
9.0
18
Not enough data
9.0
16
Not enough data
8.7
17
Not enough data
9.2
18
Not enough data
Categories
Categories
Shared Categories
Cloudera Data Platform and Dremio are categorized as Big Data Processing and Distribution, Data Warehouse, and Big Data Analytics
Unique Categories
Cloudera Data Platform is categorized as DataOps Platforms, Relational Databases, MLOps Platforms, Data Fabric, Big Data Integration Platforms, Data Science and Machine Learning Platforms, ETL Tools, Database Management Systems (DBMS), Key Value Databases, Analytics Platforms, Data Governance, Stream Analytics, Machine Learning Data Catalog, and Active Metadata Management
Dremio is categorized as Data as a Service (DaaS) and Semantic Layer Tools
Reviews
Reviewers' Company Size
Cloudera Data Platform
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Dremio
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
23.1%
Computer Software
17.7%
Banking
6.2%
Retail
6.2%
Consulting
4.6%
Other
42.3%
Financial Services
25.0%
Information Technology and Services
10.9%
Computer Software
7.8%
Automotive
4.7%
Marketing and Advertising
4.7%
Other
46.9%
Alternatives
Discussions
What is Cloudera used for?
1 Comment
SA
Cloudera supports distributed processing using Apache Spark, Hive, and YARN, enabling fast processing of very large datasets.
Use cases
Batch processing...Read more
Cloudera Data Platform has no more discussions with answers
Dremio has no more discussions with answers
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