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    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    IntelliJ IDEA

    Score9.2 out of 10
    N/AIntelliJ IDEA is an IDE that aims to give Java and Kotlin developers everything they need out of the box, including a smart code editor, built-in developer tools, framework support, database support, web development support, and much more.

    $19.90

    per month

    RapidMiner

    Score8.9 out of 10
    N/ARapidMiner is a data science and data mining platform, from Altair since the late 2022 acquisition. RapidMiner offers full automation for non-coding domain experts, an integrated JupyterLab environment for seasoned data scientists, and a visual drag-and-drop designer. RapidMiner’s project-based framework helps to ensure that others can build off their work using visual workflows or automated data science.

    $7,500

    Per User Per Month

    Pricing
    IntelliJ IDEARapidMiner
    Editions & Modules
    For Individual Use (Monthly billing)
    $19.90
    per month
    For Organizations (Monthly billing)
    $71.90
    per month
    For Individual Use (Yearly billing)
    $199
    per year
    For Organizations (Yearly billing)
    $719
    per year
    Professional
    $7,500.00
    Per User Per Month
    Enterprise
    $15,000.00
    Per User Per Month
    AI Hub
    $54,000.00
    Per User Per Month
    Offerings
    Pricing Offerings
    IntelliJ IDEARapidMiner
    Free Trial
    YesNo
    Free/Freemium Version
    YesNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional DetailsAll Products Pack (For Individual Use) – $299 /1st year, $ 239 /2nd year and $ 179 /3d year onwards All Products Pack (For Organizations) – $979 / year—
    More Pricing Information
    Community Pulse
    IntelliJ IDEARapidMiner
    Considered Both Products
    JetBrains
    No answer on this topic
    Altair Engineering, Inc.
    No answer on this topic
    Key User Insights
    Would buy again
    94%
    Would buy again
    31 Answers
    No answers on this topic
    Delivers good value for the price
    90%
    Delivers good value for the price
    27 Answers
    No answers on this topic
    Happy with the feature set
    97%
    Happy with the feature set
    32 Answers
    No answers on this topic
    Lived up to sales and marketing promises
    96%
    Lived up to sales and marketing promises
    22 Answers
    No answers on this topic
    Implementation went as expected
    100%
    Implementation went as expected
    30 Answers
    No answers on this topic
    Features
    IntelliJ IDEARapidMiner
    Platform Connectivity
    Comparison of Platform Connectivity features of IntelliJ IDEA and RapidMiner
    Feature
    IntelliJ IDEA
    -
    Ratings
    RapidMiner
    9.5
    2 Ratings
    13% above category average
    Connect to Multiple Data Sources00 Ratings10.02 Ratings
    Extend Existing Data Sources00 Ratings10.02 Ratings
    Automatic Data Format Detection00 Ratings9.02 Ratings
    MDM Integration00 Ratings9.01 Ratings
    Data Exploration
    Comparison of Data Exploration features of IntelliJ IDEA and RapidMiner
    Feature
    IntelliJ IDEA
    -
    Ratings
    RapidMiner
    9.0
    2 Ratings
    7% above category average
    Visualization00 Ratings9.02 Ratings
    Interactive Data Analysis00 Ratings9.02 Ratings
    Data Preparation
    Comparison of Data Preparation features of IntelliJ IDEA and RapidMiner
    Feature
    IntelliJ IDEA
    -
    Ratings
    RapidMiner
    8.8
    2 Ratings
    7% above category average
    Interactive Data Cleaning and Enrichment00 Ratings9.02 Ratings
    Data Transformations00 Ratings7.02 Ratings
    Data Encryption00 Ratings9.02 Ratings
    Built-in Processors00 Ratings10.02 Ratings
    Platform Data Modeling
    Comparison of Platform Data Modeling features of IntelliJ IDEA and RapidMiner
    Feature
    IntelliJ IDEA
    -
    Ratings
    RapidMiner
    9.0
    2 Ratings
    6% above category average
    Multiple Model Development Languages and Tools00 Ratings9.02 Ratings
    Automated Machine Learning00 Ratings9.02 Ratings
    Single platform for multiple model development00 Ratings9.02 Ratings
    Self-Service Model Delivery00 Ratings9.02 Ratings
    Model Deployment
    Comparison of Model Deployment features of IntelliJ IDEA and RapidMiner
    Feature
    IntelliJ IDEA
    -
    Ratings
    RapidMiner
    9.0
    2 Ratings
    5% above category average
    Flexible Model Publishing Options00 Ratings9.02 Ratings
    Security, Governance, and Cost Controls00 Ratings9.01 Ratings
    Best Alternatives
    IntelliJ IDEARapidMiner
    Small Businesses
    Visual Studio
    Score8.8 out of 10
    Jupyter Notebook
    Score8.6 out of 10
    Medium-sized Companies
    PyCharm
    Score9.3 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    WebStorm
    Score9.6 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    IntelliJ IDEARapidMiner
    Likelihood to Recommend
    8.5
    (59 ratings)
    10.0
    (18 ratings)
    Likelihood to Renew
    5.0
    (1 ratings)
    9.0
    (1 ratings)
    Usability
    9.8
    (9 ratings)
    9.0
    (1 ratings)
    Support Rating
    8.9
    (15 ratings)
    -
    (0 ratings)
    Implementation Rating
    9.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    IntelliJ IDEARapidMiner
    Likelihood to Recommend
    JetBrains
    This is a superb tool if your project involves a lot of backend development, especially in Java/Spring Boot and Kotlin. The support for the front end is great as well, but some developers may prefer to use the GitHub copilot add-on. I especially love using the GitHub copilot add-on. It may be less appropriate if your project requires heavy use of HotSwaps for backend debugging, as sometimes the support for that can be limited.
    Incentivized
    Read full review
    Altair Engineering, Inc.
    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.
    Incentivized
    Read full review
    Pros
    JetBrains
    • Unit testing: Fully integrated into IntelliJ IDEA. Your unit tests will run smoothly and efficiently, with excellent debugging tools for when things get tricky.
    • Spring integration: Our Spring project using Maven works flawlessly in IntelliJ IDEA. I know firsthand that Apache is also easily and readily supported too. The integration is seamless and very easy to set up using IntelliJ IDEA's set up wizard when importing new projects.
    • Customization: IntelliJ IDEA comes out of the box with a bunch of handy shortcuts, as well as text prediction, syntax error detection, and other tools to help keep your code clean. But even better is that it allows for total customization of shortcuts you can easily create to suit your needs.
    Incentivized
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    Altair Engineering, Inc.
    • 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.
    Incentivized
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    Cons
    JetBrains
    • Finding if a feature exists or not in IntelliJ IDEA can be challenging.
    • For example, if we know how to format a particular file, the command is Ctrl+Alt+Shift+L, but if we don't, then finding it is difficult.
    • Setting up a project interpreter and directory structure might not be intuitive at first.
    • Git integration can be improved. For example, it isn't easy to rebase using UI in IntelliJ IDEA.
    Incentivized
    Read full review
    Altair Engineering, Inc.
    • 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.
    Incentivized
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    Likelihood to Renew
    JetBrains
    VS Code is maturing and has a Scala plugin now. The overall experience with VS Code - for web development at least - is very snappy/fast. IntelliJ feels a bit sluggish in comparison. If that Scala plugin for VS Code is deemed mature enough - we may not bother renewing and resort to the Community Edition if we need it.
    Incentivized
    Read full review
    Altair Engineering, Inc.
    Very fast and user-friendly tool
    Incentivized
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    Usability
    JetBrains
    There is always room for improvement, but I haven't met any IDE that I liked more so far. Even if it did not fit a use case right out of the box, there is always a way to configure how it works to do just that.
    Incentivized
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    Altair Engineering, Inc.
    Very use to use and learn
    Incentivized
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    Support Rating
    JetBrains
    Customer support is really good in the case of IntelliJ. If you are paying for this product then, the company makes sure that you will get all the services adequately. Regular update patches are provided to improve the IDE. An online bug report makes it easier for the developers to find the solution as fast as possible. The large online community also helps to find the various solutions to the issues.
    Incentivized
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    Altair Engineering, Inc.
    No answers on this topic
    Implementation Rating
    JetBrains
    This installs just like any other application - its pretty straight forward. Perhaps licensing could be more challenging - but if you use the cloud licensing they offer its as simple as having engineers login to the application and it just works.
    Incentivized
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    Altair Engineering, Inc.
    No answers on this topic
    Alternatives Considered
    JetBrains
    Eclipse is just so old, like a dinosaur, compared to IntelliJ. There are still formats that Eclipse supports better, especially old and/or propriety ones. Still, most of the modern software development needs can be done on IntelliJ, & in a much better way, some of them are not even supported on Eclipse.
    Incentivized
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    Altair Engineering, Inc.
    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.
    Incentivized
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    Return on Investment
    JetBrains
    • Easier to find bugs and debugs, thus reducing man hours and generating immediate dollar impact.
    • Coding time is lessened, which in turn again reduces man hours and generates immediate dollar impact.
    • Refactoring code is more innovative and easy here, resulting in more maintainable code.
    Incentivized
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    Altair Engineering, Inc.
    • 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
    Incentivized
    Read full review
    ScreenShots

    IntelliJ IDEA Screenshots

    Screenshot of IntelliJ IDEA interface overview: the Project tool window (left) outlines the code structure and the Editor (right) is used to read, write, and explore the source code.Screenshot of IntelliJ IDEA analyzing the context. It then suggests the most applicable and relevant code.Screenshot of the Search Everywhere window, where users can search for files, actions, classes, symbols, settings, UI elements, and anything in Git, all from a single entry point.Screenshot of IntelliJ IDEA's support for frameworks with dedicated assistance for Spring and Spring Boot, Jakarta EE, JPA, Reactor, and other popular frameworks.Screenshot of the AI Assistant that provides features for software development. It can explain code, answer questions about code fragments, provide code suggestions, generate documentation, and commit messages.Screenshot of the interface to run queries, connect to databases, browse and export data, and manage schemas.