What users are saying about
6 Ratings
6 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 8.5 out of 100
44 Ratings
<a href='https://www.trustradius.com/static/about-trustradius-scoring' target='_blank' rel='nofollow noopener noreferrer'>trScore algorithm: Learn more.</a>
Score 7.9 out of 100

Likelihood to Recommend

H2O

Most suited if in little time you wanted to build and train a model. Then, H2O makes life very simple. It has support with R, Python and Java, so no programming dependency is required to use it. It's very simple to use.If you want to modify or tweak your ML algorithm then H2O is not suitable. You can't develop a model from scratch.
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

H2O
8.0
RapidMiner Studio
10.0
Connect to Multiple Data Sources
H2O
8.0
RapidMiner Studio
10.0
Automatic Data Format Detection
H2O
8.0
RapidMiner Studio
10.0
Extend Existing Data Sources
H2O
RapidMiner Studio
10.0

Data Exploration

H2O
8.5
RapidMiner Studio
9.0
Visualization
H2O
8.0
RapidMiner Studio
10.0
Interactive Data Analysis
H2O
9.0
RapidMiner Studio
8.0

Data Preparation

H2O
9.3
RapidMiner Studio
9.0
Interactive Data Cleaning and Enrichment
H2O
10.0
RapidMiner Studio
10.0
Data Transformations
H2O
9.0
RapidMiner Studio
10.0
Built-in Processors
H2O
9.0
RapidMiner Studio
10.0
Data Encryption
H2O
RapidMiner Studio
6.0

Platform Data Modeling

H2O
10.0
RapidMiner Studio
9.5
Multiple Model Development Languages and Tools
H2O
10.0
RapidMiner Studio
10.0
Automated Machine Learning
H2O
10.0
RapidMiner Studio
10.0
Single platform for multiple model development
H2O
10.0
RapidMiner Studio
10.0
Self-Service Model Delivery
H2O
10.0
RapidMiner Studio
8.0

Model Deployment

H2O
9.0
RapidMiner Studio
5.0
Flexible Model Publishing Options
H2O
10.0
RapidMiner Studio
5.0
Security, Governance, and Cost Controls
H2O
8.0
RapidMiner Studio

Pros

H2O

  • Excellent analytical and prediction tool
  • In the beginning, usage of H20 Flow in Web UI enables quick development and sharing of the analytical model
  • Readily available algorithms, easy to use in your analytical projects
  • Faster than Python scikit learn (in machine learning supervised learning area)
  • It can be accessed (run) from Python, not only JAVA etc.
  • Well documented and suitable for fast training or self studying
  • In the beginning, one can use the clickable Flow interface (WEB UI) and later move to a Python console. There is then no need to click in H20 Flow
  • It can be used as open source
Viktor Mulac | 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

H2O

  • Better documentation
  • Improve the Visual presentations including charting etc
Anonymous | 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

H2O

No score
No answers yet
No answers on this topic

RapidMiner Studio

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

Usability

H2O

No score
No answers yet
No answers on this topic

RapidMiner Studio

RapidMiner Studio 9.0
Based on 1 answer
Very use to use and learn
David Baltar Boilève | TrustRadius Reviewer

Support Rating

H2O

H2O 9.0
Based on 1 answer
The overall experience I have with H2O is really awesome, even with its cost effectiveness.
Anonymous | TrustRadius Reviewer

RapidMiner Studio

No score
No answers yet
No answers on this topic

Alternatives Considered

H2O

Both are open source (though H2O only up to some level). Both comprise of deep learning, but H2O is not focused directly on deep learning, while Tensor Flow has a "laser" focus on deep learning. H2O is also more focused on scalability. H2O should be looked at not as a competitor but rather a complementary tool. The use case is usually not only about the algorithms, but also about the data model and data logistics and accessibility. H2O is more accessible due to its UI. Also, both can be accessed from Python. The community around TensorFlow seems larger than that of H2O.
Viktor Mulac | 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

H2O

  • Positive impact: saving in infrastructure expenses - compared to other bulky tools this costs a fraction
  • Positive impact: ability to get quick fixes from H2O when problems arise - compared to waiting for several months/years for new releases from other vendors
  • Positive impact: Access to H2O core team and able to get features that are needed for our business quickly added to the core H2O product
Anonymous | 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

H2O

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

H2O
8.5
RapidMiner Studio
8.8

Likelihood to Renew

H2O
RapidMiner Studio
9.0

Usability

H2O
RapidMiner Studio
9.0

Support Rating

H2O
9.0
RapidMiner Studio

Add comparison