What users are saying about
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Top Rated
202 Ratings
3 Ratings
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Score 8.8 out of 100

RStudio

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Top Rated
202 Ratings
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Score 9 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

RStudio

If you've got a bit of Linux skills in your organisation, and if you have the money to pay for RStudio Connect (or RStudio Workbench on the development side) then I think RStudio is definitely a sound investment. If you don't have Linux skills, or your analysts are not sufficiently advanced in R to need to deploy stuff running live (and are just emailing stuff around, basically) then you're probably not ready yet.
Chris Beeley | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

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

Data Exploration

IBM CPLEX Optimization Studio
2.5
RStudio
Visualization
IBM CPLEX Optimization Studio
1.0
RStudio
Interactive Data Analysis
IBM CPLEX Optimization Studio
4.0
RStudio

Data Preparation

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

Platform Data Modeling

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

Model Deployment

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

Pros

IBM CPLEX Optimization Studio

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

RStudio

  • Excellent integration of both R and Python IDEs in one.
  • Simple publishing of dashboards and applications from RStudio IDE to RStudio Connect.
  • Integration of package management with projects to support collaboration.
  • Excellent contributors to the R Open Source community, really invested in its health.
  • Support integration with Enterprise AD environments for security.
B. Mark Ewing | 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

RStudio

  • Management of some deeper aspects of the platform is not a so straight-forward, especially when it comes to deal to customization (connections, packages management...).
  • Administration console may be a bit richer, making available of some operations that you may be interested on doing by user interface and not by shell.
  • Deploying apps is still a bit problematic for some particular (rare!) packages, make it easier to install packages not from the CRAN.
Flavio Leccese | TrustRadius Reviewer

Likelihood to Renew

IBM CPLEX Optimization Studio

No score
No answers yet
No answers on this topic

RStudio

RStudio 9.1
Based on 3 answers
Rstudio is my go - to language for anything involving analysis. It has far more capabilities for data analysis than Python (in my opinion). New packages for novel analytical techniques are often published. Rstudio continues to implement great updates every few months as well. Finally, I really like that I can write LateX documents in Rstudio and integrate R code into them.
Maike Holthuijzen | 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

RStudio

RStudio 9.0
Based on 2 answers
I think it's a quick and easy to use tool. The IDE is very intuitive and easy to adapt to. You do not need to learn a lot of things to use this tool. Any programmer and a person with knowledge or R can quick use this tool without issues.
Anonymous | 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

RStudio

RStudio 7.8
Based on 15 answers
Since R is trendy among statisticians, you can find lots of help from the data science/ stats communities. If you need help with anything related to RStudio or R, google it or search on StackOverflow, you might easily find the solution that you are looking for.
Xiaotong Song | TrustRadius Reviewer

Implementation Rating

IBM CPLEX Optimization Studio

No score
No answers yet
No answers on this topic

RStudio

RStudio 7.3
Based on 1 answer
Making sure all stakesholders agree is absolutely essential.
Anonymous | TrustRadius Reviewer

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

RStudio

Before implementing RStudio, our team struggling with coding in R. We tried to implement Visual Studio and Jupyter as alternatives to RStudio. But Jupyter was found to be not user friendly for our end-user and Visual Studio enterprise was not that great. We have not evaluated any other products available.
Anonymous | TrustRadius Reviewer

Return on Investment

IBM CPLEX Optimization Studio

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

RStudio

  • RStudio has allowed us to rapidly build and deploy functional Shiny applications that execute underlying code. In many cases, users don't realize they are running R under the hood.
  • Allowed us to integrate Python code and R code in a single application/visualization.
Anonymous | TrustRadius Reviewer

Screenshots

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

RStudio

General

Free Trial
Yes
Free/Freemium Version
Yes
Premium Consulting/Integration Services
Entry-level set up fee?
Optional

RStudio Editions & Modules

Additional Pricing Details
For an overview of our pricing philosophy, please see https://rstudio.com/pricing/approach/. For pricing options for RStudio Cloud, please see https://rstudio.cloud/plans/free. For consulting and integration services, we work with our Certified Partners: https://rstudio.com/certified-partners/.

Rating Summary

Likelihood to Recommend

IBM CPLEX Optimization Studio
9.0
RStudio
9.1

Likelihood to Renew

IBM CPLEX Optimization Studio
RStudio
9.1

Usability

IBM CPLEX Optimization Studio
9.0
RStudio
9.0

Support Rating

IBM CPLEX Optimization Studio
7.0
RStudio
7.8

Implementation Rating

IBM CPLEX Optimization Studio
RStudio
7.3

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