Compare Databricks and Gurobi Optimizer 
At a Glance
Market Segments
Enterprise (44.6% of reviews)
Enterprise (55.0% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Databricks
Star Rating
(733)4.6 out of 5
Market Segments
Enterprise (44.6% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about DatabricksGurobi Optimizer
Star Rating
(20)4.7 out of 5
Market Segments
Enterprise (55.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Gurobi OptimizerSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Databricks excels in providing a comprehensive data workflow solution, allowing users to manage data processing, analysis, and machine learning all in one place. Features like Unity Catalog have been highlighted for enhancing governance and access control during enterprise migrations.
- Users say Gurobi Optimizer stands out for its ability to tackle a wide range of optimization problems, including Linear Programming and Mixed-Integer Linear Programming. This versatility makes it a valuable tool for companies dealing with complex supply chain challenges.
- Reviewers mention that Databricks has a user-friendly interface, with many praising its notebook environment that simplifies collaboration and data analysis. This ease of use is reflected in its high satisfaction ratings, making it a preferred choice for many data science teams.
- According to verified reviews, Gurobi Optimizer offers excellent integration with Python, allowing users to write code without needing to learn a new programming language. This feature is particularly beneficial for teams already familiar with Python, enhancing productivity and reducing the learning curve.
- G2 reviewers highlight that while Databricks has a robust feature set, some users have noted challenges with specific configurations during setup. However, the overall implementation process is generally regarded as quick and intuitive, which is a significant advantage for new users.
- Users report that Gurobi Optimizer provides high-quality support, with many praising its responsiveness and helpfulness. This level of support is crucial for users who may encounter complex optimization issues and need timely assistance to resolve them.
Pricing
Entry-Level Pricing
Databricks
No pricing availableGurobi Optimizer
No pricing availableFree Trial
Databricks
Free Trial is available
Gurobi Optimizer
Free Trial is available
Ratings
Meets Requirements
8.9
584
8.9
14
Ease of Use
8.9
595
9.3
14
Ease of Setup
8.7
467
Not enough data
Ease of Admin
8.4
184
Not enough data
Quality of Support
8.7
559
9.2
10
Has the product been a good partner in doing business?
8.9
188
Not enough data
Product Direction (% positive)
9.6
572
7.3
13
Features by Category
Reports
8.3
12
Not enough data
7.7
10
Not enough data
8.3
11
Not enough data
8.0
9
Not enough data
9.0
15
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
153
Not enough data
8.6
145
Not enough data
7.6
123
Not enough data
8.4
146
Not enough data
Administration
8.8
99
Not enough data
8.6
93
Not enough data
9.0
94
Not enough data
8.7
98
Not enough data
Management
8.4
87
Not enough data
8.6
86
Not enough data
8.6
88
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
88
Not enough data
8.9
86
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
84
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
Management
8.6
172
Not enough data
8.5
164
Not enough data
Functionality
9.1
175
Not enough data
9.2
176
Not enough data
9.1
173
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
62
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
64
Not enough data
8.8
65
Not enough data
9.2
61
Not enough data
9.0
69
Not enough data
Operations
8.7
62
Not enough data
8.8
62
Not enough data
9.0
63
Not enough data
Management
8.8
61
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
System
8.9
180
Not enough data
Model Development
8.7
183
Not enough data
7.9
187
Not enough data
8.3
186
Not enough data
8.7
191
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
179
Not enough data
8.7
180
Not enough data
9.0
188
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
Data Management
9.0
185
|
Verified
Not enough data
8.9
180
|
Verified
Not enough data
8.9
181
|
Verified
Not enough data
8.8
180
|
Verified
Not enough data
8.7
167
|
Verified
Not enough data
9.1
172
|
Verified
Not enough data
Integration
8.8
168
|
Verified
Not enough data
8.8
167
|
Verified
Not enough data
9.1
175
|
Verified
Not enough data
Deployment
7.9
156
|
Verified
Not enough data
9.1
178
|
Verified
Not enough data
Performance
9.2
179
|
Verified
Not enough data
Security
8.9
170
|
Verified
Not enough data
8.9
168
|
Verified
Not enough data
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
8.8
70
Not enough data
8.8
68
Not enough data
9.1
69
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
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
Database
8.7
238
Not enough data
8.9
246
Not enough data
9.3
263
Not enough data
Integrations
8.3
220
Not enough data
9.1
264
Not enough data
Platform
9.0
255
Not enough data
8.9
252
Not enough data
9.1
264
Not enough data
Processing
9.0
245
Not enough data
9.0
249
Not enough data
Data Transformation
8.8
226
Not enough data
9.1
234
Not enough data
Connectivity
8.7
206
Not enough data
9.2
230
Not enough data
9.0
221
Not enough data
9.2
230
Not enough data
Operations
8.4
228
Not enough data
8.8
225
Not enough data
8.6
213
Not enough data
8.6
209
Not enough data
9.3
232
Not enough data
Building Reports
9.0
153
Not enough data
8.6
145
Not enough data
7.6
123
Not enough data
8.4
146
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 Gurobi Optimizer are categorized as MLOps Platforms and Data Science and Machine Learning Platforms
Unique Categories
Gurobi Optimizer has no unique categories
Reviews
Reviewers' Company Size
Databricks
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Gurobi Optimizer
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
15.7%
Financial Services
10.3%
Computer Software
8.5%
Consulting
4.1%
Hospital & Health Care
3.6%
Other
57.7%
Retail
10.0%
Research
10.0%
Logistics and Supply Chain
10.0%
Information Technology and Services
10.0%
Higher Education
10.0%
Other
50.0%
Alternatives
Discussions
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 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 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
"How can I solve non-linear optimization with Gurobi Optimizer?"
2 Comments
Official Response from Gurobi Optimizer
These were some great insights at the time about handling non-linear problems in Gurobi. To add to this, recent versions of Gurobi have shown significant...Read more
Gurobi Optimizer has no more discussions with answers
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