TrustRadius: an HG Insights company

Save this comparison

Save this comparison

Add Product

Recommended Comparisons

    Overview
    ProductRatingMost Used ByProduct SummaryStarting Price

    Cloudera Data Platform

    Score7.4 out of 10
    N/ACloudera Data Platform (CDP), launched September 2019, is designed to combine the best of Hortonworks and Cloudera technologies to deliver an enterprise data cloud. CDP includes the Cloudera Data Warehouse and machine learning services as well as a Data Hub service for building custom business applications.

    $0.04

    per CCU (hourly rate)

    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
    Cloudera Data PlatformRapidMiner
    Editions & Modules
    CDP Public Cloud - Data Hub
    $0.04
    per CCU (hourly rate)
    CDP Public Cloud - Data Warehouse
    $0.054
    per CCU (hourly rate)
    CDP Public Cloud - Data Engineering
    $0.07
    per CCU (hourly rate)
    CDP Public Cloud - Operational Database
    $0.08
    per CCU (hourly rate)
    CDP Public Cloud - Flow Management
    $0.15
    per CCU (hourly rate)
    CDP Public Cloud - Machine Learning
    $0.17
    per CCU (hourly rate)
    CDP Private Cloud - Plus Edition
    $400
    CCU (annual subscription)
    CDP Private Cloud - Base Edition
    $10,000.00
    node + variable (annual subscription)
    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
    Cloudera Data PlatformRapidMiner
    Free Trial
    NoNo
    Free/Freemium Version
    NoNo
    Premium Consulting/Integration Services
    NoNo
    Entry-level Setup FeeNo setup feeNo setup fee
    Additional Details——
    More Pricing Information
    Features
    Cloudera Data PlatformRapidMiner
    Platform Connectivity
    Comparison of Platform Connectivity features of Cloudera Data Platform and RapidMiner
    Feature
    Cloudera Data Platform
    -
    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 Cloudera Data Platform and RapidMiner
    Feature
    Cloudera Data Platform
    -
    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 Cloudera Data Platform and RapidMiner
    Feature
    Cloudera Data Platform
    -
    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 Cloudera Data Platform and RapidMiner
    Feature
    Cloudera Data Platform
    -
    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 Cloudera Data Platform and RapidMiner
    Feature
    Cloudera Data Platform
    -
    Ratings
    RapidMiner
    9.0
    2 Ratings
    6% above category average
    Flexible Model Publishing Options00 Ratings9.02 Ratings
    Security, Governance, and Cost Controls00 Ratings9.01 Ratings
    Best Alternatives
    Cloudera Data PlatformRapidMiner
    Small Businesses
    No answers on this topic
    Jupyter Notebook
    Score8.6 out of 10
    Medium-sized Companies
    Cloudera Enterprise Data Hub
    Score9 out of 10
    Anaconda
    Score8.8 out of 10
    Enterprises
    Oracle Exadata
    Score9.8 out of 10
    IBM Watson Studio
    Score10 out of 10
    All AlternativesView all alternativesView all alternatives
    User Ratings
    Cloudera Data PlatformRapidMiner
    Likelihood to Recommend
    7.0
    (1 ratings)
    10.0
    (18 ratings)
    Likelihood to Renew
    -
    (0 ratings)
    9.0
    (1 ratings)
    Usability
    -
    (0 ratings)
    9.0
    (1 ratings)
    Support Rating
    8.0
    (1 ratings)
    -
    (0 ratings)
    User Testimonials
    Cloudera Data PlatformRapidMiner
    Likelihood to Recommend
    Cloudera
    I have seen that Cloudera Data Platform is well suited for large batch processes. It works really well for our indication analyses that are performed by the actuaries. I feel that rapid streaming operations may be a situation where additional technology would be needed to provide for a robust solution.
    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
    Cloudera
    • Scales
    • Highly available
    Incentivized
    Read full review
    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
    Read full review
    Cons
    Cloudera
    • Constantly changing costs
    • Log visibility
    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
    Read full review
    Likelihood to Renew
    Cloudera
    No answers on this topic
    Altair Engineering, Inc.
    Very fast and user-friendly tool
    Incentivized
    Read full review
    Usability
    Cloudera
    No answers on this topic
    Altair Engineering, Inc.
    Very use to use and learn
    Incentivized
    Read full review
    Support Rating
    Cloudera
    We have utilized Cloudera support quite frequently and are very satisfied with the capability and responsiveness of that team. Often, the new features delivered with the platform give us an opportunity to mature the way we're doing things, and the support team have been valuable in developing those new patterns.
    Incentivized
    Read full review
    Altair Engineering, Inc.
    No answers on this topic
    Alternatives Considered
    Cloudera
    IBM's offering of the Cloud Pak for Data has been a moving target and difficult to compare to Cloudera Data Platform. We have implemented our solution on Amazon Web Services, which appears to be supported by IBM at this point, but the migration would be very expensive for us to endeavor.
    Incentivized
    Read full review
    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
    Read full review
    Return on Investment
    Cloudera
    • Reduced operational costs
    • Speed to market
    Incentivized
    Read full review
    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