What users are saying about
4 Ratings
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Score 6.4 out of 100
57 Ratings
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Score 8.7 out of 100

Feature Set Ratings

  • RapidMiner Studio ranks higher in 5 feature sets: Platform Connectivity, Data Exploration, Data Preparation, Platform Data Modeling, Model Deployment

Platform Connectivity

6.3

IBM CPLEX Optimization Studio

63%
9.5

RapidMiner Studio

95%
RapidMiner Studio ranks higher in 4/4 features

Connect to Multiple Data Sources

8.0
80%
1 Rating
10.0
100%
2 Ratings

Extend Existing Data Sources

6.0
60%
1 Rating
10.0
100%
2 Ratings

Automatic Data Format Detection

6.0
60%
1 Rating
9.0
90%
2 Ratings

MDM Integration

5.0
50%
1 Rating
9.0
90%
1 Rating

Data Exploration

2.5

IBM CPLEX Optimization Studio

25%
9.0

RapidMiner Studio

90%
RapidMiner Studio ranks higher in 2/2 features

Visualization

1.0
10%
1 Rating
9.0
90%
2 Ratings

Interactive Data Analysis

4.0
40%
1 Rating
9.0
90%
2 Ratings

Data Preparation

5.3

IBM CPLEX Optimization Studio

53%
8.8

RapidMiner Studio

88%
RapidMiner Studio ranks higher in 4/4 features

Interactive Data Cleaning and Enrichment

5.0
50%
1 Rating
9.0
90%
2 Ratings

Data Transformations

7.0
70%
1 Rating
7.0
70%
2 Ratings

Data Encryption

7.0
70%
1 Rating
9.0
90%
2 Ratings

Built-in Processors

2.0
20%
1 Rating
10.0
100%
2 Ratings

Platform Data Modeling

5.7

IBM CPLEX Optimization Studio

57%
9.0

RapidMiner Studio

90%
RapidMiner Studio ranks higher in 4/4 features

Multiple Model Development Languages and Tools

6.0
60%
1 Rating
9.0
90%
2 Ratings

Automated Machine Learning

5.0
50%
1 Rating
9.0
90%
2 Ratings

Single platform for multiple model development

6.0
60%
1 Rating
9.0
90%
2 Ratings

Self-Service Model Delivery

N/A
0 Ratings
9.0
90%
2 Ratings

Model Deployment

8.0

IBM CPLEX Optimization Studio

80%
9.0

RapidMiner Studio

90%
RapidMiner Studio ranks higher in 2/2 features

Flexible Model Publishing Options

8.0
80%
1 Rating
9.0
90%
2 Ratings

Security, Governance, and Cost Controls

8.0
80%
1 Rating
9.0
90%
1 Rating

Attribute Ratings

  • RapidMiner Studio is rated higher in 1 area: Likelihood to Recommend
  • IBM CPLEX Optimization Studio and RapidMiner Studio are tied in 1 area: Usability

Likelihood to Recommend

9.0

IBM CPLEX Optimization Studio

90%
1 Rating
10.0

RapidMiner Studio

100%
18 Ratings

Likelihood to Renew

IBM CPLEX Optimization Studio

N/A
0 Ratings
9.0

RapidMiner Studio

90%
1 Rating

Usability

9.0

IBM CPLEX Optimization Studio

90%
1 Rating
9.0

RapidMiner Studio

90%
1 Rating

Support Rating

7.0

IBM CPLEX Optimization Studio

70%
1 Rating

RapidMiner Studio

N/A
0 Ratings

Likelihood to Recommend

IBM

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.
Read full review

RapidMiner

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.
Read full review

Pros

IBM

  • Integer programming.
  • Mixed integer programming.
  • Quadratic programming.
  • Multi-objective optimization.
Read full review

RapidMiner

  • 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.
Read full review

Cons

IBM

  • Data handling from different sources like Note Pad, etc.
  • Large size of MILP problems.
  • Various parameters to set.
Read full review

RapidMiner

  • 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.
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Pricing Details

IBM CPLEX Optimization Studio

Starting Price

$199 Per User Per Month

Editions & Modules

IBM CPLEX Optimization Studio editions and modules pricing
EditionModules
Developer Subscription$199.001

Footnotes

  1. Per User Per Month

Offerings

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services

Entry-level set up fee?

No setup fee

Additional Details

RapidMiner Studio

Starting Price

$0 Per User Per Month

Editions & Modules

RapidMiner Studio editions and modules pricing
EditionModules
Professional$7,500.001
Enterprise$15,000.002
AI Hub$54,000.003

Footnotes

  1. Per User Per Month
  2. Per User Per Month
  3. Per User Per Month

Offerings

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services

Entry-level set up fee?

No setup fee

Additional Details

Likelihood to Renew

IBM

No answers on this topic

RapidMiner

Very fast and user-friendly tool
Read full review

Usability

IBM

It's nice to use and with good optimization.
Read full review

RapidMiner

Very use to use and learn
Read full review

Support Rating

IBM

Honestly, to say, I never contacted CPLEX but used its forum to know/clarify any issues I faced.
Read full review

RapidMiner

No answers on this topic

Alternatives Considered

IBM

Compared with MATLAB, CPLEX is a more user-friendly and simpler structure for writing models. This one also has a good return on investment.
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RapidMiner

We tried different data tools and we figured we give RapidMinder Studio a shot as one of our employees had experience with it, and when compared to some of the other tools that we used it was the best fit among the test group that we used. Overall it was a little more fluid and user-friendly.
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Return on Investment

IBM

  • Better for price.
  • Many model parameters/features.
  • No visualization.
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RapidMiner

  • 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
Read full review

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