What users are saying about
3 Ratings
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Score 8.8 out of 100
48 Ratings
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Score 7.2 out of 100

Likelihood to Recommend

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

RapidMiner Studio

RapidMiner is really fantastic to perform fast ETL processes and work on your data as you want, no matter what is the source. You will really save a lot of time when you learn how to use it. You can create mining analysis with several algorithms, and thanks to add-ons, you can apply a lot of techniques. It will not replace a business intelligence dashboard but it allows to create great datamarts for your BI tools.One negative thing is that It's no easy to share your outputs.
David Baltar Boilève | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

IBM CPLEX Optimization Studio
6.3
RapidMiner Studio
10.0
Connect to Multiple Data Sources
IBM CPLEX Optimization Studio
8.0
RapidMiner Studio
10.0
Extend Existing Data Sources
IBM CPLEX Optimization Studio
6.0
RapidMiner Studio
10.0
Automatic Data Format Detection
IBM CPLEX Optimization Studio
6.0
RapidMiner Studio
10.0
MDM Integration
IBM CPLEX Optimization Studio
5.0
RapidMiner Studio

Data Exploration

IBM CPLEX Optimization Studio
2.5
RapidMiner Studio
9.0
Visualization
IBM CPLEX Optimization Studio
1.0
RapidMiner Studio
10.0
Interactive Data Analysis
IBM CPLEX Optimization Studio
4.0
RapidMiner Studio
8.0

Data Preparation

IBM CPLEX Optimization Studio
5.3
RapidMiner Studio
9.0
Interactive Data Cleaning and Enrichment
IBM CPLEX Optimization Studio
5.0
RapidMiner Studio
10.0
Data Transformations
IBM CPLEX Optimization Studio
7.0
RapidMiner Studio
10.0
Data Encryption
IBM CPLEX Optimization Studio
7.0
RapidMiner Studio
6.0
Built-in Processors
IBM CPLEX Optimization Studio
2.0
RapidMiner Studio
10.0

Platform Data Modeling

IBM CPLEX Optimization Studio
5.7
RapidMiner Studio
9.5
Multiple Model Development Languages and Tools
IBM CPLEX Optimization Studio
6.0
RapidMiner Studio
10.0
Automated Machine Learning
IBM CPLEX Optimization Studio
5.0
RapidMiner Studio
10.0
Single platform for multiple model development
IBM CPLEX Optimization Studio
6.0
RapidMiner Studio
10.0
Self-Service Model Delivery
IBM CPLEX Optimization Studio
RapidMiner Studio
8.0

Model Deployment

IBM CPLEX Optimization Studio
8.0
RapidMiner Studio
5.0
Flexible Model Publishing Options
IBM CPLEX Optimization Studio
8.0
RapidMiner Studio
5.0
Security, Governance, and Cost Controls
IBM CPLEX Optimization Studio
8.0
RapidMiner Studio

Pros

IBM CPLEX Optimization Studio

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

RapidMiner Studio

  • I am very impressed at how easily you can work within RapidMiner without much data analytics training. Plus with the help of the crowd, you can see what steps others have taken with their data analytics projects.
  • Text mining was simple and clean. We used this for our call transcription problem where we didn't have the resources to listen to each call. We needed to qualify each call based on some key phrases.
  • Our direct mail program was large and not very targeted. Using RapidMiner, we were able to isolate a predictive level we felt comfortable with and decided not to send to anyone below that level. We saved quite a bit of money.
Sue Bennett | TrustRadius Reviewer

Cons

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

RapidMiner Studio

  • I hope RapidMiner would be the first data science platform that allows data scientists to change the behaviour of a machine learning algorithm that already exists in the repository. For example, I want to be able to change the way a genetic algorithm mutates.
  • Automatic programming: One day, I hope RapidMiner can automatically generate codes in any 4th generation programming language based on the developed model.
  • More tutorials/samples needed: Why doesn't RapidMiner becomes the next 'UC Irvine Machine Learning Repository'? Provide real examples and real cases for users to study and understand the best practices in modelling. RapidMiner already has some datasets for a tutorial. Besides the existing samples, I hope RapidMiner can provide more sample data and examples.
Mohd Zakree Ahmad Nazri | TrustRadius Reviewer

Likelihood to Renew

IBM CPLEX Optimization Studio

No score
No answers yet
No answers on this topic

RapidMiner Studio

RapidMiner Studio 9.0
Based on 1 answer
Very fast and user-friendly tool
David Baltar Boilève | TrustRadius Reviewer

Usability

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

RapidMiner Studio

RapidMiner Studio 9.0
Based on 1 answer
Very use to use and learn
David Baltar Boilève | TrustRadius Reviewer

Support Rating

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

RapidMiner Studio

No score
No answers yet
No answers on this topic

Alternatives Considered

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

RapidMiner Studio

We selected RapidMiner due to ease of use and a comfortable user interface. It stacks up very well against these tools in the predictive analytics space. For basic analytics and data reporting, we chose QlikView and Qlik Sense as a more robust reporting platform.
Anonymous | TrustRadius Reviewer

Return on Investment

IBM CPLEX Optimization Studio

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

RapidMiner Studio

  • Thanks to the patters that RapidMiner has detected, we have been able to follow clues in the right direction, both for the Protein Interaction Network Analysis and for the Epilepsy Research
  • Students and participants of the machine learning workshops have learned about this technology and about the tool
Anonymous | TrustRadius Reviewer

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

RapidMiner Studio

General

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

RapidMiner Studio Editions & Modules

Edition
Professional$7,500.001
Enterprise$15,000.001
AI Hub$54,000.001
  1. Per User Per Month
Additional Pricing Details

Rating Summary

Likelihood to Recommend

IBM CPLEX Optimization Studio
9.0
RapidMiner Studio
8.7

Likelihood to Renew

IBM CPLEX Optimization Studio
RapidMiner Studio
9.0

Usability

IBM CPLEX Optimization Studio
9.0
RapidMiner Studio
9.0

Support Rating

IBM CPLEX Optimization Studio
7.0
RapidMiner Studio

Add comparison