31 Ratings
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Score 8.2 out of 100
3 Ratings
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Score 8.7 out of 100

Likelihood to Recommend

Databricks Lakehouse Platform

Databricks has helped my teams write PySpark and Spark SQL jobs and test them out before formally integrating them in Spark jobs. Through Databricks we can create parquet and JSON output files. Datamodelers and scientists who are not very good with coding can get good insight into the data using the notebooks that can be developed by the engineers.
Anonymous | TrustRadius Reviewer

IBM 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.
Anonymous | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
6.3
Connect to Multiple Data Sources
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
8.0
Extend Existing Data Sources
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
6.0
Automatic Data Format Detection
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
6.0
MDM Integration
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
5.0

Data Exploration

Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
2.5
Visualization
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
1.0
Interactive Data Analysis
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
4.0

Data Preparation

Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
5.3
Interactive Data Cleaning and Enrichment
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
5.0
Data Transformations
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
7.0
Data Encryption
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
7.0
Built-in Processors
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
2.0

Platform Data Modeling

Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
5.7
Multiple Model Development Languages and Tools
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
6.0
Automated Machine Learning
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
5.0
Single platform for multiple model development
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
6.0

Model Deployment

Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
8.0
Flexible Model Publishing Options
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
8.0
Security, Governance, and Cost Controls
Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
8.0

Pros

Databricks Lakehouse Platform

  • It supports all data science programming languages like Python and R
  • it takes very few minutes to deploy models into production
  • it has tools that ensures collaborations between developers
Kofi Joshua | TrustRadius Reviewer

IBM CPLEX Optimization Studio

  • Integer programming.
  • Mixed integer programming.
  • Quadratic programming.
  • Multi-objective optimization.
Anonymous | TrustRadius Reviewer

Cons

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.
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

  • Data handling from different sources like Note Pad, etc.
  • Large size of MILP problems.
  • Various parameters to set.
Anonymous | TrustRadius Reviewer

Usability

Databricks Lakehouse Platform

Databricks Lakehouse Platform 9.0
Based on 1 answer
This has been very useful in my organization for shared notebooks, integrated data pipeline automation and data sources integrations. Integration with AWS is seamless. Non tech users can easily learn how to use Databricks. You can have your company LDAP connect to it for login based access controls to some extent
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

IBM CPLEX Optimization Studio 9.0
Based on 1 answer
It's nice to use and with good optimization.
Anonymous | TrustRadius Reviewer

Support Rating

Databricks Lakehouse Platform

No score
No answers yet
No answers on this topic

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.
Anonymous | TrustRadius Reviewer

Alternatives Considered

Databricks Lakehouse Platform

I also use Microsoft Azure Machine Learning in parallel with Databricks. They use different file formats which teach me to be flexible and able to write different programs. They are equally useful to me and I would like to master both platforms for any future usage. I do prefer Databricks because it could be free if I decided to go with the Databricks Community Edition only.
Ann Le | TrustRadius Reviewer

IBM 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.
Anonymous | TrustRadius Reviewer

Return on Investment

Databricks Lakehouse Platform

  • Rapid growth of analytics within our company.
  • Cost model aligns with usage allowing us to make a reasonable initial investment and scale the cost as we realize the value.
  • Platform is easy to learn and Databricks provides excellent support and training.
  • Platform does not require a large DevOPs investment
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

  • Better for price.
  • Many model parameters/features.
  • No visualization.
Anonymous | TrustRadius Reviewer

Pricing Details

Databricks Lakehouse Platform

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Databricks Lakehouse Platform Editions & Modules

Edition
Standard$0.071
Premium$0.101
Enterprise$0.131
  1. 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

IBM CPLEX Optimization Studio Editions & Modules

Edition
Developer Subscription$199.001
  1. Per User Per Month
Additional Pricing Details

Rating Summary

Likelihood to Recommend

Databricks Lakehouse Platform
8.0
IBM CPLEX Optimization Studio
9.0

Usability

Databricks Lakehouse Platform
9.0
IBM CPLEX Optimization Studio
9.0

Support Rating

Databricks Lakehouse Platform
IBM CPLEX Optimization Studio
7.0

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