Compare Databricks and Rubrik 
At a Glance
Market Segments
Enterprise (45.1% of reviews)
Mid-Market (42.2% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Databricks
Star Rating
(711)4.6 out of 5
Market Segments
Enterprise (45.1% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about DatabricksRubrik
Star Rating
(135)4.5 out of 5
Market Segments
Mid-Market (42.2% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about RubrikSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that the Databricks Data Intelligence Platform excels in handling large-scale data operations, particularly for applications involving large language models and generative AI. Users appreciate its ability to manage security and access across multiple cloud environments, making it a robust choice for enterprises looking to leverage advanced analytics.
- Users say that Rubrik stands out for its speed and ease of use. Many find the user interface intuitive, allowing for quick setup of backups and monitoring of jobs with just a few clicks. This simplicity is particularly beneficial for first-time users who may be overwhelmed by more complex systems.
- According to verified reviews, the Databricks Data Intelligence Platform offers a highly usable interface with interactive notebooks that support both SQL and Python, enhancing the data visualization experience. This feature is particularly praised by users who value a unified workspace for their data analysis tasks.
- Reviewers mention that while Rubrik integrates data backup, ransomware protection, and cloud capabilities seamlessly, it may not provide the same level of advanced analytics features as Databricks. Users looking for deep data insights might find Databricks more aligned with their needs.
- G2 reviewers highlight that the Databricks Data Intelligence Platform has effective autoscaling capabilities, which help reduce cloud resource costs. This feature is particularly beneficial for organizations that need to manage fluctuating workloads without incurring unnecessary expenses.
- Users report that while both platforms have strong support, Rubrik receives high marks for its customer service, with many users noting timely responses and effective solutions. This can be a deciding factor for businesses that prioritize ongoing support and assistance.
Pricing
Entry-Level Pricing
Databricks
No pricing availableRubrik
No pricing availableFree Trial
Databricks
Free Trial is available
Rubrik
No trial information availableRatings
Meets Requirements
8.9
567
8.9
105
Ease of Use
8.9
578
9.2
108
Ease of Setup
8.7
450
9.1
95
Ease of Admin
8.3
181
9.1
82
Quality of Support
8.7
542
8.9
102
Has the product been a good partner in doing business?
8.9
185
9.1
81
Product Direction (% positive)
9.6
555
9.8
105
Features by Category
Reports
8.2
11
Not enough data
7.4
9
Not enough data
8.3
11
Not enough data
8.0
9
Not enough data
8.9
14
Not enough data
Data Preparation
8.9
6
Not enough data
8.8
7
Not enough data
Data Modeling and Blending
9.0
8
Not enough data
8.8
7
Not enough data
8.8
8
Not enough data
Generative AI
9.1
9
Not enough data
9.2
6
Not enough data
Agentic AI - Analytics Platforms
9.3
7
Not enough data
8.7
5
Not enough data
8.3
6
Not enough data
8.3
6
Not enough data
8.3
7
Not enough data
9.7
6
Not enough data
9.3
5
Not enough data
Self Service
7.7
10
Not enough data
7.7
10
Not enough data
8.5
11
Not enough data
8.1
12
Not enough data
8.2
11
Not enough data
7.9
8
Not enough data
Deployment & Integration - Analytics Platforms
8.1
7
Not enough data
9.2
8
Not enough data
8.6
6
Not enough data
9.2
6
Not enough data
Advanced Analytics
8.3
11
Not enough data
8.2
11
Not enough data
9.0
12
Not enough data
Performance & Scalability - Analytics Platforms
8.8
7
Not enough data
Not enough data
Not enough data
Advanced Analytics & Modeling - Analytics Platforms
9.0
8
Not enough data
8.5
8
Not enough data
8.6
6
Not enough data
Agentic AI Capabilities - Analytics Platforms
8.6
7
Not enough data
8.8
7
Not enough data
8.9
6
Not enough data
8.6
7
Not enough data
Personalized Intelligence - Analytics Platforms
9.2
6
Not enough data
7.9
8
Not enough data
8.3
7
Not enough data
Building Reports
9.0
148
Not enough data
8.6
143
Not enough data
7.6
123
Not enough data
8.4
144
Not enough data
Compatibility
Not enough data
9.2
58
Not enough data
9.1
62
Not enough data
9.4
57
Not enough data
8.9
48
Management
Not enough data
9.2
55
Not enough data
8.9
58
Not enough data
8.8
57
Not enough data
9.3
52
Not enough data
9.2
57
Compliance
Not enough data
9.1
59
Not enough data
8.8
55
Not enough data
9.2
53
Agentic AI - Server Backup
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
Administration
8.8
99
Not enough data
8.6
93
Not enough data
9.0
94
Not enough data
8.7
97
Not enough data
Management
8.4
87
Not enough data
8.6
86
Not enough data
8.6
87
Not enough data
8.5
87
Not enough data
8.8
86
Not enough data
Compliance
8.8
98
Not enough data
8.7
92
Not enough data
8.9
94
Not enough data
8.7
94
Not enough data
Security
9.0
86
Not enough data
8.9
85
Not enough data
8.8
86
Not enough data
Data Quality
9.0
94
Not enough data
8.7
93
Not enough data
9.0
93
Not enough data
Maintainence
8.7
85
Not enough data
8.8
83
Not enough data
Generative AI
8.4
82
Not enough data
8.5
81
Not enough data
Agentic AI - Data Governance
8.5
10
Not enough data
8.8
11
Not enough data
9.0
14
Not enough data
8.5
12
Not enough data
9.0
12
Not enough data
9.0
13
Not enough data
Data Protection
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
Analysis
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
Management
8.6
171
Not enough data
8.5
164
Not enough data
Functionality
9.1
172
Not enough data
9.2
174
Not enough data
9.1
172
Not enough data
9.0
167
Not enough data
9.1
167
Not enough data
Deployment
8.9
64
Not enough data
8.9
64
Not enough data
8.9
66
Not enough data
8.9
66
Not enough data
9.0
67
Not enough data
Deployment
8.9
61
Not enough data
8.8
62
Not enough data
8.6
66
Not enough data
8.9
65
Not enough data
9.0
66
Not enough data
Management
9.0
63
Not enough data
8.8
65
Not enough data
9.2
61
Not enough data
8.9
68
Not enough data
Operations
8.7
62
Not enough data
8.8
61
Not enough data
9.0
62
Not enough data
Management
8.8
60
Not enough data
8.7
61
Not enough data
9.1
59
Not enough data
Generative AI
8.3
28
Not enough data
8.3
28
Not enough data
Functionality
Not enough data
8.7
21
Not enough data
9.0
21
Not enough data
9.0
21
Management
Not enough data
8.2
18
Not enough data
9.3
21
Not enough data
8.5
21
Not enough data
9.2
23
Agentic AI - Cloud Management Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
System
8.9
180
Not enough data
Model Development
8.8
182
Not enough data
7.9
187
Not enough data
8.3
186
Not enough data
8.7
190
Not enough data
Model Development
8.5
172
Not enough data
Machine/Deep Learning Services
8.2
174
Not enough data
8.5
180
Not enough data
8.3
172
Not enough data
8.2
172
Not enough data
Machine/Deep Learning Services
8.4
158
Not enough data
8.4
160
Not enough data
Deployment
8.5
178
Not enough data
8.7
180
Not enough data
9.0
187
Not enough data
Generative AI
8.2
86
Not enough data
8.4
87
Not enough data
7.6
86
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
9.2
8
Not enough data
8.3
7
Not enough data
8.1
8
Not enough data
8.6
7
Not enough data
9.2
10
Not enough data
9.2
6
Not enough data
9.3
7
Not enough data
Management
Not enough data
8.8
33
Not enough data
8.8
34
Not enough data
9.0
36
Not enough data
9.1
35
Solution Provision
Not enough data
9.0
32
Not enough data
8.1
31
Not enough data
8.9
32
ServiceNow Apps
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - ServiceNow Store Apps
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
185
|
Verified
8.5
8
|
Verified
8.9
180
|
Verified
9.0
8
|
Verified
8.9
179
|
Verified
9.2
8
|
Verified
8.8
180
|
Verified
9.4
6
|
Verified
8.7
167
|
Verified
8.3
6
|
Verified
9.1
171
|
Verified
8.6
6
|
Verified
Integration
8.8
168
|
Verified
8.1
6
|
Verified
8.8
166
|
Verified
8.5
8
|
Verified
9.1
174
|
Verified
7.8
6
|
Verified
Deployment
7.9
156
|
Verified
9.2
8
|
Verified
9.1
178
|
Verified
9.1
9
|
Verified
Performance
9.1
177
|
Verified
9.3
9
|
Verified
Security
8.8
168
|
Verified
9.0
7
|
Verified
8.9
168
|
Verified
9.2
8
|
Verified
Generative AI
8.5
76
Not enough data
8.4
75
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
Data Management
9.0
68
Not enough data
8.7
69
Not enough data
8.8
68
Not enough data
9.1
68
Not enough data
Agentic AI - DataOps Platforms
9.1
9
Not enough data
8.8
7
Not enough data
8.9
9
Not enough data
9.0
8
Not enough data
9.4
8
Not enough data
Analytics
8.8
67
Not enough data
8.5
67
Not enough data
Monitoring and Management
8.6
67
Not enough data
8.6
68
Not enough data
Cloud Deployment
9.0
63
Not enough data
9.0
64
Not enough data
Generative AI
8.9
36
Not enough data
8.9
36
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Cost and Efficiency - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration and Extensibility - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security and Compliance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Usability and Support - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Customization - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Functionality - AI Agent Builders
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 and Analytics - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration - AI Agent Builders
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Discovery & Classification - Data Security Posture Management (DSPM)
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Risk Prioritization - Data Security Posture Management (DSPM)
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Remediation & Governance - Data Security Posture Management (DSPM)
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Traffic Management & Performance - AI Gateways
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Governance & Observability - AI Gateways
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Cloud Visibility
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
Identity
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
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
Security
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
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
8.7
236
Not enough data
8.9
243
Not enough data
9.3
256
Not enough data
Integrations
8.3
220
Not enough data
9.1
256
Not enough data
Platform
9.0
246
Not enough data
8.8
246
Not enough data
9.1
256
Not enough data
Processing
9.0
242
Not enough data
9.0
242
Not enough data
Data Transformation
8.8
226
Not enough data
9.1
232
Not enough data
Connectivity
8.7
206
Not enough data
9.2
230
Not enough data
9.0
220
Not enough data
9.2
230
Not enough data
Operations
8.4
227
Not enough data
8.8
224
Not enough data
8.6
212
Not enough data
8.6
209
Not enough data
9.3
229
Not enough data
Building Reports
9.0
148
Not enough data
8.6
143
Not enough data
7.6
123
Not enough data
8.4
144
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
Databricks and Rubrik are categorized as Data Warehouse
Unique Categories
Databricks is categorized as DataOps Platforms, MLOps Platforms, Data Governance, ETL Tools, Big Data Processing and Distribution, Big Data Analytics, Data Science and Machine Learning Platforms, Analytics Platforms, Database Management Systems (DBMS), Generative AI Infrastructure, AI Agent Builders, and AI Gateways
Rubrik is categorized as Data Replication, Cloud Management Platforms, Server Backup, ServiceNow Store Apps, Cloud Data Security, and Data Security Posture Management (DSPM)
Reviews
Reviewers' Company Size
Databricks
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Rubrik
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
15.4%
Financial Services
10.6%
Computer Software
8.5%
Consulting
3.7%
Hospital & Health Care
3.7%
Other
57.9%
Information Technology and Services
15.8%
Higher Education
11.4%
Hospital & Health Care
8.8%
Government Administration
5.3%
Law Practice
5.3%
Other
53.5%
Alternatives
Discussions
What is Lakehouse in Databricks?
4 Comments
BR
Lakehouse is a new and open data management architecture solution that combines the best features of the data lake and warehouse.Read more
What are the features of Databricks?
4 Comments
SA
It supports large amount of data with capability to write code in SQL, Spark, Python and R.
In the backend, it stored the data in the parquet file which...Read more
What is Databricks unified analytics platform?
3 Comments
CA
Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks...Read more
What functionality is supported on Rubrik Edge?
2 Comments
Official Response from Rubrik
Rubrik Edge supports all functionality that a physical brik can support. Specifically, edge can do the following and more:
—Rubrik UI with complete...Read more
What is Radar?
1 Comment
Official Response from Rubrik
Radar is the latest application on the Polaris SaaS platform. We created Radar to help our prospects and customers minimize the impact of...Read more
What does "enterprise hybrid cloud" even mean?
1 Comment
Official Response from Rubrik
Analyst firms describe the hybrid cloud as the coordinated use of two ore more cloud environments. This mixes private cloud, public cloud, and traditional...Read more
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