What users are saying about
Top Rated
43 Ratings
30 Ratings
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Score 7.9 out of 100
Top Rated
43 Ratings
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Score 8.3 out of 100

Likelihood to Recommend

KNIME Analytics Platform

KNIME Analytics Platform is best suited for an introduction to Data Science/Data Analytics. Since this area requires a somewhat computer science background because of data reading, retrieving, handling, preprocessing, model development, deployment is all carried out in some programming languages, and it is hard for a non-CS major to do these without knowing Python/R. This is where the KNIME Analytics Platform becomes handy. It contains graphical, drag-drop nodes that do these for you with no coding. Nodes are connected with one's output being another's input, as a workflow. Therefore end-to-end pipeline can be built with no coding. It also enables newcomers to the profession to follow up on what's going on in the pipeline, makes it easier to troubleshoot/debug, because it is very visual and intuitive. However, when high customization, sophisticated models, and speed is needed. KNIME Analytics Platform is less flexible and slow. So it is best for non-CS people, the business units.
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

KNIME Analytics Platform
7.6
RapidMiner Studio
10.0
Connect to Multiple Data Sources
KNIME Analytics Platform
8.5
RapidMiner Studio
10.0
Extend Existing Data Sources
KNIME Analytics Platform
7.9
RapidMiner Studio
10.0
Automatic Data Format Detection
KNIME Analytics Platform
8.2
RapidMiner Studio
10.0
MDM Integration
KNIME Analytics Platform
6.0
RapidMiner Studio

Data Exploration

KNIME Analytics Platform
5.8
RapidMiner Studio
9.0
Visualization
KNIME Analytics Platform
5.5
RapidMiner Studio
10.0
Interactive Data Analysis
KNIME Analytics Platform
6.1
RapidMiner Studio
8.0

Data Preparation

KNIME Analytics Platform
7.1
RapidMiner Studio
9.0
Interactive Data Cleaning and Enrichment
KNIME Analytics Platform
7.3
RapidMiner Studio
10.0
Data Transformations
KNIME Analytics Platform
7.2
RapidMiner Studio
10.0
Data Encryption
KNIME Analytics Platform
6.6
RapidMiner Studio
6.0
Built-in Processors
KNIME Analytics Platform
7.4
RapidMiner Studio
10.0

Platform Data Modeling

KNIME Analytics Platform
6.8
RapidMiner Studio
9.5
Multiple Model Development Languages and Tools
KNIME Analytics Platform
7.6
RapidMiner Studio
10.0
Automated Machine Learning
KNIME Analytics Platform
6.2
RapidMiner Studio
10.0
Single platform for multiple model development
KNIME Analytics Platform
6.9
RapidMiner Studio
10.0
Self-Service Model Delivery
KNIME Analytics Platform
6.3
RapidMiner Studio
8.0

Model Deployment

KNIME Analytics Platform
5.9
RapidMiner Studio
5.0
Flexible Model Publishing Options
KNIME Analytics Platform
5.8
RapidMiner Studio
5.0
Security, Governance, and Cost Controls
KNIME Analytics Platform
6.0
RapidMiner Studio

Pros

KNIME Analytics Platform

  • KNIME works better than most tools for ETL functions.
  • Easy to track the different steps
  • Easy to isolate and fix specific workflow steps.
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

KNIME Analytics Platform

  • Visualization can be improved further though it has been better with new versions, with a lot of scope available. However, connectivity to Tableau somehow overcomes this. Also, skilled resources are difficult to find for KNIME, due to other solutions having better penetration.
  • Knowledge of R/Python is required to fully use the statistical analysis (rather than just data mining). Also, memory usage is a problematic issue sometimes.
  • Not enough domain usage experience can be shared between KNIME users as well.
Rohit Narang | 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

KNIME Analytics Platform

KNIME Analytics Platform 8.0
Based on 1 answer
I am happy with the product. It provides the required functionality.
Anonymous | TrustRadius Reviewer

RapidMiner Studio

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

Usability

KNIME Analytics Platform

KNIME Analytics Platform 8.0
Based on 1 answer
It performs all the required functions.
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

KNIME Analytics Platform

KNIME Analytics Platform 6.5
Based on 2 answers
Since it is relatively new, there has not developed a vast previously asked/frequently asked questions library that comes up when you google an issue you come across with. This will happen only in time, and as the community grows. Because of the same reason, the community is not big. Consequently, it is possible not to receive good, fast responses to asked questions in community hubs and forums.
Anonymous | TrustRadius Reviewer

RapidMiner Studio

No score
No answers yet
No answers on this topic

Alternatives Considered

KNIME Analytics Platform

Knime is much more user simple than any high-level programming language. The ability to connect nodes ad produces outputs in minutes is a large benefit for this program
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

KNIME Analytics Platform

  • Lowest TCO compared to other tools
  • Accelerates analysis - the analysts can dedicate more time to analysis itself, not to data preparation
Viktor Mulac | 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

KNIME Analytics Platform

General

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

RapidMiner Studio

General

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

Rating Summary

Likelihood to Recommend

KNIME Analytics Platform
8.4
RapidMiner Studio
8.9

Likelihood to Renew

KNIME Analytics Platform
8.0
RapidMiner Studio
9.0

Usability

KNIME Analytics Platform
8.0
RapidMiner Studio
9.0

Support Rating

KNIME Analytics Platform
6.5
RapidMiner Studio

Implementation Rating

KNIME Analytics Platform
8.0
RapidMiner Studio

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