What users are saying about
50 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>Score 8.7 out of 100
Based on 50 reviews and ratings
4 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener'>trScore algorithm: Learn more.</a>Score 7.3 out of 100
Based on 4 reviews and ratings
Feature Set Ratings
Platform Connectivity
Databricks Lakehouse Platform
Feature Set Not Supported
N/A
6.3
IBM CPLEX Optimization Studio
63%
IBM CPLEX Optimization Studio ranks higher in 4/4 features
IBM CPLEX Optimization Studio ranks higher in 4/4 features
Connect to Multiple Data Sources
N/A
0 Ratings
8.0
80%
1 Rating
Extend Existing Data Sources
N/A
0 Ratings
6.0
60%
1 Rating
Automatic Data Format Detection
N/A
0 Ratings
6.0
60%
1 Rating
MDM Integration
N/A
0 Ratings
5.0
50%
1 Rating
Data Exploration
Databricks Lakehouse Platform
Feature Set Not Supported
N/A
2.5
IBM CPLEX Optimization Studio
25%
IBM CPLEX Optimization Studio ranks higher in 2/2 features
IBM CPLEX Optimization Studio ranks higher in 2/2 features
Visualization
N/A
0 Ratings
1.0
10%
1 Rating
Interactive Data Analysis
N/A
0 Ratings
4.0
40%
1 Rating
Data Preparation
Databricks Lakehouse Platform
Feature Set Not Supported
N/A
5.3
IBM CPLEX Optimization Studio
53%
IBM CPLEX Optimization Studio ranks higher in 4/4 features
IBM CPLEX Optimization Studio ranks higher in 4/4 features
Interactive Data Cleaning and Enrichment
N/A
0 Ratings
5.0
50%
1 Rating
Data Transformations
N/A
0 Ratings
7.0
70%
1 Rating
Data Encryption
N/A
0 Ratings
7.0
70%
1 Rating
Built-in Processors
N/A
0 Ratings
2.0
20%
1 Rating
Platform Data Modeling
Databricks Lakehouse Platform
Feature Set Not Supported
N/A
5.7
IBM CPLEX Optimization Studio
57%
IBM CPLEX Optimization Studio ranks higher in 3/3 features
IBM CPLEX Optimization Studio ranks higher in 3/3 features
Multiple Model Development Languages and Tools
N/A
0 Ratings
6.0
60%
1 Rating
Automated Machine Learning
N/A
0 Ratings
5.0
50%
1 Rating
Single platform for multiple model development
N/A
0 Ratings
6.0
60%
1 Rating
Model Deployment
Databricks Lakehouse Platform
Feature Set Not Supported
N/A
8.0
IBM CPLEX Optimization Studio
80%
IBM CPLEX Optimization Studio ranks higher in 2/2 features
IBM CPLEX Optimization Studio ranks higher in 2/2 features
Flexible Model Publishing Options
N/A
0 Ratings
8.0
80%
1 Rating
Security, Governance, and Cost Controls
N/A
0 Ratings
8.0
80%
1 Rating
Attribute Ratings
- Databricks Lakehouse Platform (Unified Analytics Platform) is rated higher in 1 area: Support Rating
- IBM CPLEX Optimization Studio is rated higher in 1 area: Likelihood to Recommend
- Databricks Lakehouse Platform (Unified Analytics Platform) and IBM CPLEX Optimization Studio are tied in 1 area: Usability
Likelihood to Recommend
8.7
Databricks Lakehouse Platform
87%
15 Ratings
9.0
IBM CPLEX Optimization Studio
90%
1 Rating
Usability
9.0
Databricks Lakehouse Platform
90%
3 Ratings
9.0
IBM CPLEX Optimization Studio
90%
1 Rating
Support Rating
7.5
Databricks Lakehouse Platform
75%
2 Ratings
7.0
IBM CPLEX Optimization Studio
70%
1 Rating
Contract Terms and Pricing Model
8.0
Databricks Lakehouse Platform
80%
1 Rating
IBM CPLEX Optimization Studio
N/A
0 Ratings
Professional Services
10.0
Databricks Lakehouse Platform
100%
1 Rating
IBM CPLEX Optimization Studio
N/A
0 Ratings
Likelihood to Recommend
Databricks Lakehouse Platform
If you need a managed big data megastore, which has native integration with highly optimized Apache Spark Engine and native integration with MLflow, go for Databricks Lakehouse Platform. The Databricks Lakehouse Platform is a breeze to use and analytics capabilities are supported out of the box. You will find it a bit difficult to manage code in notebooks but you will get used to it soon.

Verified User
Engineer in Engineering
Computer Software Company, 1001-5000 employeesIBM CPLEX Optimization Studio
It is well suited for solving large-sized, mixed-integer, and integer programming problems. Now, the new version supports for Multi-Objective optimization along with some new algorithms such as Benders Decomposition. It is less appropriate for quadratic programming problems where the objective function is the product of multiple variables. However, it's very easy to code any problem.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employeesPros
Databricks Lakehouse Platform
- Process raw data in One Lake (S3) env to relational tables and views
- Share notebooks with our business analysts so that they can use the queries and generate value out of the data
- Try out PySpark and Spark SQL queries on raw data before using them in our Spark jobs
- Modern day ETL operations made easy using Databricks. Provide access mechanism for different set of customers

Verified User
Team Lead in Engineering
Financial Services Company, 10,001+ employeesIBM CPLEX Optimization Studio
- Integer programming.
- Mixed integer programming.
- Quadratic programming.
- Multi-objective optimization.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employeesCons
Databricks Lakehouse Platform
- Better Localized Testing
- When they were primarily OSS Spark; it was easier to test/manage releases versus the newer DB Runtime. Wish there was more configuration in Runtime less pick a version.
- Graphing Support went non-existent; when it was one of their compelling general engine.

Verified User
Director in Information Technology
Financial Services Company, 201-500 employeesIBM CPLEX Optimization Studio
- Data handling from different sources like Note Pad, etc.
- Large size of MILP problems.
- Various parameters to set.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employeesPricing Details
Databricks Lakehouse Platform
General
Free Trial
—Free/Freemium Version
—Premium Consulting/Integration Services
—Entry-level set up fee?
No
Starting Price
$0.07 Per DBU
Databricks Lakehouse Platform Editions & Modules
Edition
Standard | $0.071 |
---|---|
Premium | $0.101 |
Enterprise | $0.131 |
- Per DBU
Additional Pricing Details
—IBM CPLEX Optimization Studio
General
Free Trial
—Free/Freemium Version
—Premium Consulting/Integration Services
—Entry-level set up fee?
No
Starting Price
$199 Per User Per Month
IBM CPLEX Optimization Studio Editions & Modules
Edition
Developer Subscription | $199.001 |
---|
- Per User Per Month
Additional Pricing Details
—Usability
Databricks Lakehouse Platform
Databricks Lakehouse Platform 9.0
Based on 3 answers
Because it is an amazing platform for designing experiments and delivering a deep dive analysis that requires execution of highly complex queries, as well as it allows to share the information and insights across the company with their shared workspaces, while keeping it secured.
in terms of graph generation and interaction it could improve their UI and UX
in terms of graph generation and interaction it could improve their UI and UX

Verified User
Manager in Product Management
Financial Services Company, 201-500 employeesIBM CPLEX Optimization Studio
IBM CPLEX Optimization Studio 9.0
Based on 1 answer
It's nice to use and with good optimization.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employeesSupport Rating
Databricks Lakehouse Platform
Databricks Lakehouse Platform 7.5
Based on 2 answers
One of the best customer and technology support that I have ever experienced in my career. You pay for what you get and you get the Rolls Royce. It reminds me of the customer support of SAS in the 2000s when the tools were reaching some limits and their engineer wanted to know more about what we were doing, long before "data science" was even a name. Databricks truly embraces the partnership with their customer and help them on any given challenge.
Director Data Science
CNTransportation/Trucking/Railroad, 10,001+ employees
IBM CPLEX Optimization Studio
IBM CPLEX Optimization Studio 7.0
Based on 1 answer
Honestly, to say, I never contacted CPLEX but used its forum to know/clarify any issues I faced.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employeesAlternatives Considered
Databricks Lakehouse Platform
Databricks has a much better edge than Synapse in hundred different ways. Databricks has Photon engine, faster available release in cloud and databricks does not run on Open source spark version so better optimization, better performance and better agility and all kind of performance boost can be achieved in Databricks rather Open source synapse spark

Verified User
Director in Information Technology
Hospitality Company, 10,001+ employeesIBM CPLEX Optimization Studio
Compared with MATLAB, CPLEX is a more user-friendly and simpler structure for writing models. This one also has a good return on investment.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employeesContract Terms and Pricing Model
Databricks Lakehouse Platform
Databricks Lakehouse Platform 8.0
Based on 1 answer
The problem with this tool and all other ones that are at the top of the industry, it's so expensive that soon as another one will be on the market and deliver the same or different value, it will be catastrophic for them. So you get the fact that they are cashing every dime right now like SAS or Hadoop once did. Now, look at them
Director Data Science
CNTransportation/Trucking/Railroad, 10,001+ employees
IBM CPLEX Optimization Studio
No score
No answers yet
No answers on this topic
Professional Services
Databricks Lakehouse Platform
Databricks Lakehouse Platform 10.0
Based on 1 answer
Again, another level of professional services, this is not their biggest strength but this is the cherry on top. I couldn't think about any other professional services like this one. Now I'm talking about meaningful services that really help out our project and delivery.
Director Data Science
CNTransportation/Trucking/Railroad, 10,001+ employees
IBM CPLEX Optimization Studio
No score
No answers yet
No answers on this topic
Return on Investment
Databricks Lakehouse Platform
- Machine learning is a very new concept and not many universities offer to teach it. My school and a few others have been utilizing Databricks as one of the tools to teach and learn machine learning. By doing this, my university is creating a strong future workforce for the job market.
Freelance Translator
ZOO Digital Group plcEntertainment, 501-1000 employees
IBM CPLEX Optimization Studio
- Better for price.
- Many model parameters/features.
- No visualization.

Verified User
Professional in Engineering
Higher Education Company, 10,001+ employees