What users are saying about
10 Ratings
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Score 5.7 out of 100
37 Ratings
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Score 7.7 out of 100

Likelihood to Recommend

DataRobot

DataRobot is equipped to serve both cloud computing and on-premise work. Its comprehensive cloud module, channeled through Amazon sustains highly flexible machine learning programs. Lower than average costs are provided via cloud networking because there is no need to install hardware and the additional pricing that comes along with that. DataRobot assists in eliminating hassle by offering various methods of deployment in regard to predictive modeling. The program may not be appropriate for smaller startups of 20 or fewer employees, mainly because the exportable prediction code, and native batch scoring may not translate as well to a smaller firm.
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

[KNIME Analytics] is greatly suited for repetitive tasks one has to perform in excel as it automates these mundane tasks. [KNIME Analytics] is also well suited for creating a seamless connection with other BI tools to enable hands-free file sharing. [KNIME Analytics] has improvements to make on the overall User interface, its data visualization package and advanced level of AI-related tasks such as text mining,
Anonymous | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

DataRobot
KNIME Analytics Platform
7.4
Connect to Multiple Data Sources
DataRobot
KNIME Analytics Platform
7.6
Extend Existing Data Sources
DataRobot
KNIME Analytics Platform
7.3
Automatic Data Format Detection
DataRobot
KNIME Analytics Platform
7.6
MDM Integration
DataRobot
KNIME Analytics Platform
7.0

Data Exploration

DataRobot
KNIME Analytics Platform
5.4
Visualization
DataRobot
KNIME Analytics Platform
5.2
Interactive Data Analysis
DataRobot
KNIME Analytics Platform
5.6

Data Preparation

DataRobot
KNIME Analytics Platform
6.8
Interactive Data Cleaning and Enrichment
DataRobot
KNIME Analytics Platform
7.3
Data Transformations
DataRobot
KNIME Analytics Platform
7.7
Data Encryption
DataRobot
KNIME Analytics Platform
5.8
Built-in Processors
DataRobot
KNIME Analytics Platform
6.3

Platform Data Modeling

DataRobot
KNIME Analytics Platform
5.4
Multiple Model Development Languages and Tools
DataRobot
KNIME Analytics Platform
5.7
Automated Machine Learning
DataRobot
KNIME Analytics Platform
5.0
Single platform for multiple model development
DataRobot
KNIME Analytics Platform
5.5
Self-Service Model Delivery
DataRobot
KNIME Analytics Platform
5.3

Model Deployment

DataRobot
KNIME Analytics Platform
5.6
Flexible Model Publishing Options
DataRobot
KNIME Analytics Platform
6.1
Security, Governance, and Cost Controls
DataRobot
KNIME Analytics Platform
5.1

Pros

DataRobot

  • The interface is easy to use and self-service, with intuitive design.
  • The product is easy to use for data analysts and business users without having to be a data scientist, but if you are one the product is robust, so data scientists can also get some use.
  • All of the screens have explanations of all data points, models, and this makes it easy to provide explanations at the executive level and can easily modify models on the fly.
Jerry Gage-Anderson | TrustRadius Reviewer

KNIME Analytics Platform

  • Easy to use without much knowledge of coding.
  • Connection to other languages such as JS, R, Python, etc.
  • Workflow is displayed as connected nodes which makes it easy to troubleshoot and visualize.
  • Open-source.
  • Have a decent size community that supports Q&A.
Ivan Cui | TrustRadius Reviewer

Cons

DataRobot

  • Oversold the capabilities.
  • Lack of strong signals in results.
  • Requires heavy engineering support for integration.
Shanna Tellerman | TrustRadius Reviewer

KNIME Analytics Platform

  • It does not have proper visualization.
  • Some other BI tools (QlikView) have much easier functions for data interaction.
  • Some other BI tools (Tableau) can be set up much faster.
  • It is not an easy tool to use for non-tech savvy staff.
Anonymous | TrustRadius Reviewer

Likelihood to Renew

DataRobot

DataRobot 10.0
Based on 1 answer
DataRobot presents a machine-learning platform designed by data scientists from an array of backgrounds, to construct and develop precise predictive modeling in a fraction of the time previously taken. The tech invloved addresses the critical shortage of data scientists by changing the speed and economics of predictive analytics. DataRobot utilizes parallel processing to evaluate models in R, Python, Spark MLlib, H2O and other open source databases. It searches for possible permutations and algorithms, features, transformation, processes, steps and tuning to yield the best models for the dataset and predictive goal.
Anonymous | TrustRadius Reviewer

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

Usability

DataRobot

No score
No answers yet
No answers on this topic

KNIME Analytics Platform

KNIME Analytics Platform 8.0
Based on 1 answer
It performs all the required functions.
Anonymous | TrustRadius Reviewer

Support Rating

DataRobot

DataRobot 3.5
Based on 3 answers
We were unable to make use of the software without a lot of investment on our side. While their team reaches out frequently the software is not designed for companies with smaller data sets and this should have been reviewed before the contract was signed and not after. Their team is available to support your existing team but they cannot make the software work if it's not applied to the right size data set or the right problems. I highly recommend uncovering these issues before signing a contract.
Shanna Tellerman | TrustRadius Reviewer

KNIME Analytics Platform

KNIME Analytics Platform 6.8
Based on 4 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

Alternatives Considered

DataRobot

No competition, especially with data enablement services offered through DataRobot. The self-service and intuitive screens with explanations can’t be beat in DataRobot.
Jerry Gage-Anderson | TrustRadius Reviewer

KNIME Analytics Platform

  • Alteryx : allows for generally "data" knowledgeable workers to easily implement and develop a data model in an automated fashion. The collaboration tools built in also make is easy for members to share work, best practices, and custom modules
  • Alteryx is not cloud based solution where as KNIME Analytics has that
  • Alteryx was selected due to better user interface and better in data analytics
Anonymous | TrustRadius Reviewer

Return on Investment

DataRobot

  • DataRobot can run multiple experiments at the same time. This helps to minimize time spent on any given experiment.
  • DataRobot helps to get rid of bottlenecks by yielding various ways to enact completed models of prediction.
  • I consider the Return on Investment high. APIs for real-time scoring have saved us many dollars and time.
Anonymous | TrustRadius Reviewer

KNIME Analytics Platform

  • It is suited for data mining or machine learning work but If we're looking for advanced stat methods such as mixed effects linear/logistics models, that needs to be run through an R node.
  • Thinking of our peers with an advanced visualization techniques requirement, it is a lagging product.
Rohit Narang | TrustRadius Reviewer

Pricing Details

DataRobot

General

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

KNIME Analytics Platform

General

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

Rating Summary

Likelihood to Recommend

DataRobot
2.1
KNIME Analytics Platform
7.5

Likelihood to Renew

DataRobot
10.0
KNIME Analytics Platform
8.0

Usability

DataRobot
KNIME Analytics Platform
8.0

Support Rating

DataRobot
3.5
KNIME Analytics Platform
6.8

Implementation Rating

DataRobot
KNIME Analytics Platform
8.0

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