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- Databricks Data Intelligence Platform-vs-Gurobi Optimizer
Compare Databricks Data Intelligence Platform and Gurobi Optimizer 
At a Glance
Market Segments
Enterprise (47.3% of reviews)
Enterprise (55.0% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Databricks Data Intelligence Platform
Star Rating
(403)4.6 out of 5
Market Segments
Enterprise (47.3% of reviews)
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about Databricks Data Intelligence PlatformGurobi Optimizer
Star Rating
(20)4.7 out of 5
Market Segments
Enterprise (55.0% of reviews)
Entry-Level Pricing
No pricing available
Free Trial is available
Learn more about Gurobi OptimizerSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Databricks Data Intelligence Platform excels in Data Lake Analytics with a score of 8.8, allowing for efficient handling of large datasets, while Gurobi Optimizer, although strong in Model Training with a score of 8.6, does not focus on data lake capabilities.
- Reviewers mention that Gurobi Optimizer shines in Model Development with a score of 8.7, particularly for its Pre-Built Algorithms, which streamline the optimization process, whereas Databricks users highlight the platform's Workflow Management capabilities with a score of 9.3, making it easier to manage complex data workflows.
- G2 users indicate that Databricks offers superior Data Integration features, scoring 9.0, which facilitates seamless connections with various data sources, while Gurobi Optimizer's integration capabilities are more focused on mathematical modeling rather than extensive data integration.
- Users on G2 report that Gurobi Optimizer has a higher score of 9.2 in Quality of Support, emphasizing responsive customer service, while Databricks users express some concerns about support quality, scoring it at 8.4.
- Reviewers say that Databricks provides a more user-friendly experience with an Ease of Use score of 8.7, making it accessible for data scientists, while Gurobi Optimizer's Ease of Use score of 9.3 suggests it is particularly well-suited for users with a strong mathematical background.
- Users report that Databricks' Data Profiling feature, scoring 8.3, is beneficial for understanding data quality, while Gurobi Optimizer lacks similar comprehensive data profiling tools, focusing instead on optimization algorithms.
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Pricing
Entry-Level Pricing
Databricks Data Intelligence Platform
No pricing availableGurobi Optimizer
No pricing availableFree Trial
Databricks Data Intelligence Platform
Free Trial is available
Gurobi Optimizer
Free Trial is available
Ratings
Meets Requirements
8.8
298
8.9
14
Ease of Use
8.8
299
9.3
14
Ease of Setup
8.6
184
Not enough data
Ease of Admin
8.1
89
Not enough data
Quality of Support
8.5
278
9.2
10
Has the product been a good partner in doing business?
8.5
89
Not enough data
Product Direction (% positive)
9.5
284
7.3
13
Features by Category
Administration
8.4
18
Not enough data
8.8
17
Not enough data
9.0
19
Not enough data
8.8
20
Not enough data
Management
8.5
18
Not enough data
8.7
18
Not enough data
8.9
18
Not enough data
8.4
18
Not enough data
9.1
18
Not enough data
Compliance
8.8
19
Not enough data
8.5
18
Not enough data
8.7
18
Not enough data
8.1
18
Not enough data
Security
8.8
17
Not enough data
9.0
18
Not enough data
8.9
18
Not enough data
Data Quality
8.9
18
Not enough data
8.2
18
Not enough data
8.9
18
Not enough data
Maintainence
8.7
18
Not enough data
8.5
18
Not enough data
Generative AI
8.5
18
Not enough data
8.9
18
Not enough data
Management
8.3
84
Not enough data
8.3
80
Not enough data
Functionality
9.1
87
Not enough data
9.3
88
Not enough data
9.1
89
Not enough data
8.9
82
Not enough data
9.1
85
Not enough data
Deployment
8.8
35
Not enough data
8.7
36
Not enough data
8.6
37
Not enough data
8.7
37
Not enough data
8.7
37
Not enough data
Deployment
8.6
34
Not enough data
8.5
35
Not enough data
8.3
39
Not enough data
8.7
38
Not enough data
8.9
38
Not enough data
Management
8.8
34
Not enough data
8.6
35
Not enough data
9.2
31
Not enough data
8.9
39
Not enough data
Operations
8.4
35
Not enough data
8.6
34
Not enough data
8.8
35
Not enough data
Management
8.7
35
Not enough data
8.3
34
Not enough data
9.2
32
Not enough data
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
System
8.8
93
Not enough data
8.6
88
Not enough data
7.7
89
Not enough data
Model Development
8.7
83
Not enough data
7.8
90
Not enough data
8.3
88
Not enough data
8.8
90
Not enough data
Model Development
8.4
87
Not enough data
8.7
92
Not enough data
8.5
90
Not enough data
Machine/Deep Learning Services
8.2
79
Not enough data
8.6
84
Not enough data
8.2
77
Not enough data
8.1
80
Not enough data
Machine/Deep Learning Services
8.1
79
Not enough data
8.3
80
Not enough data
8.1
79
Not enough data
8.4
81
Not enough data
Deployment
8.4
84
Not enough data
8.7
88
Not enough data
8.8
92
Not enough data
Deployment
8.4
86
Not enough data
8.6
92
Not enough data
8.8
92
Not enough data
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Data Management
9.0
114
|
Verified
Not enough data
8.8
113
|
Verified
Not enough data
8.6
109
|
Verified
Not enough data
8.5
111
|
Verified
Not enough data
8.5
101
|
Verified
Not enough data
8.9
105
|
Verified
Not enough data
Integration
8.7
100
|
Verified
Not enough data
8.6
101
|
Verified
Not enough data
8.9
110
|
Verified
Not enough data
Deployment
7.6
90
|
Verified
Not enough data
9.0
111
|
Verified
Not enough data
Performance
9.0
112
|
Verified
Not enough data
Security
8.5
103
|
Verified
Not enough data
8.6
104
|
Verified
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Data Management
9.0
34
Not enough data
8.3
33
Not enough data
8.4
34
Not enough data
9.0
32
Not enough data
Analytics
8.6
32
Not enough data
8.4
31
Not enough data
Monitoring and Management
8.2
32
Not enough data
8.2
32
Not enough data
Cloud Deployment
9.2
29
Not enough data
9.1
29
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Database
8.5
112
Not enough data
8.8
119
Not enough data
9.2
119
Not enough data
Integrations
8.3
104
Not enough data
9.1
121
Not enough data
Platform
8.9
115
Not enough data
8.7
119
Not enough data
9.1
121
Not enough data
Processing
8.9
118
Not enough data
8.9
118
Not enough data
Data Transformation
8.6
133
Not enough data
8.9
140
Not enough data
Connectivity
8.5
117
Not enough data
9.1
139
Not enough data
8.9
131
Not enough data
9.1
140
Not enough data
Operations
8.2
138
Not enough data
8.7
133
Not enough data
8.4
121
Not enough data
8.4
121
Not enough data
9.3
135
Not enough data
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
Databricks Data Intelligence Platform and Gurobi Optimizer are categorized as MLOps Platforms and Data Science and Machine Learning Platforms
Unique Categories
Databricks Data Intelligence Platform is categorized as DataOps Platforms, ETL Tools, Big Data Processing and Distribution, Big Data Analytics, Data Warehouse, and Data Governance
Gurobi Optimizer has no unique categories
Reviews
Reviewers' Company Size
Databricks Data Intelligence Platform
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
15.1%
Computer Software
10.5%
Financial Services
8.2%
Marketing and Advertising
4.9%
Consulting
4.1%
Other
57.3%
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%
Most Helpful Reviews
Databricks Data Intelligence Platform
Most Helpful Favorable Review
Alihan Z.
Verified User in Telecommunications
A great experience that combines ML-Runtimes - MLFlow and Spark. The ability to use Python, and SQL seamlessly in one platform. Since databricks notebooks can be saved as python scripts in the background it is amazing to have both notebook and script...
Most Helpful Critical Review
Reeham N.
Verified User in Investment Banking
This tool is not optimized for R users. They were supposed to have an update Q1 for R studio but their help team informed me that this was no longer a priority. Even so, heavy AI and machine learning algorithms are not optimized for use here besides the...
Gurobi Optimizer
Most Helpful Favorable Review
Verified User in Higher Education
Gurobi offers excellent support for python and matlab.
Most Helpful Critical Review
Verified User in Logistics and Supply Chain
The platform is not very user-friendly and one formula error could lead to the whole data to be basée.
Alihan Z.
Verified User in Telecommunications
A great experience that combines ML-Runtimes - MLFlow and Spark. The ability to use Python, and SQL seamlessly in one platform. Since databricks notebooks can be saved as python scripts in the background it is amazing to have both notebook and script...
Verified User in Higher Education
Gurobi offers excellent support for python and matlab.
Reeham N.
Verified User in Investment Banking
This tool is not optimized for R users. They were supposed to have an update Q1 for R studio but their help team informed me that this was no longer a priority. Even so, heavy AI and machine learning algorithms are not optimized for use here besides the...
Verified User in Logistics and Supply Chain
The platform is not very user-friendly and one formula error could lead to the whole data to be basée.
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?
3 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 does Databricks software do?
2 comments
BR
Databricks is a unified analytics platform and it help us to connect the different sources of data and process it to the single platform which store, share...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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