What users are saying about
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Top Rated
66 Ratings

DataRobot

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Top Rated
66 Ratings
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Score 8.7 out of 100
43 Ratings
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Score 7.7 out of 100

Feature Set Ratings

  • DataRobot ranks higher in 5 feature sets: Platform Connectivity, Data Exploration, Data Preparation, Platform Data Modeling, Model Deployment

Platform Connectivity

7.7

DataRobot

77%
7.6

KNIME Analytics Platform

76%
DataRobot ranks higher in 3/4 features

Connect to Multiple Data Sources

7.3
73%
38 Ratings
7.1
71%
9 Ratings

Extend Existing Data Sources

7.3
73%
35 Ratings
7.6
76%
9 Ratings

Automatic Data Format Detection

8.2
82%
40 Ratings
7.7
77%
9 Ratings

MDM Integration

7.9
79%
17 Ratings
7.9
79%
8 Ratings

Data Exploration

7.9

DataRobot

79%
5.5

KNIME Analytics Platform

55%
DataRobot ranks higher in 2/2 features

Visualization

7.9
79%
41 Ratings
5.3
53%
9 Ratings

Interactive Data Analysis

7.8
78%
40 Ratings
5.7
57%
9 Ratings

Data Preparation

7.8

DataRobot

78%
7.6

KNIME Analytics Platform

76%
DataRobot ranks higher in 2/4 features

Interactive Data Cleaning and Enrichment

7.4
74%
35 Ratings
7.6
76%
9 Ratings

Data Transformations

7.5
75%
38 Ratings
8.3
83%
9 Ratings

Data Encryption

8.0
80%
19 Ratings
7.3
73%
7 Ratings

Built-in Processors

8.1
81%
32 Ratings
7.3
73%
8 Ratings

Platform Data Modeling

8.7

DataRobot

87%
5.6

KNIME Analytics Platform

56%
DataRobot ranks higher in 4/4 features

Multiple Model Development Languages and Tools

7.4
74%
38 Ratings
5.5
55%
7 Ratings

Automated Machine Learning

9.3
93%
41 Ratings
6.3
63%
7 Ratings

Single platform for multiple model development

9.1
91%
40 Ratings
5.6
56%
8 Ratings

Self-Service Model Delivery

8.8
88%
39 Ratings
5.0
50%
8 Ratings

Model Deployment

8.4

DataRobot

84%
6.4

KNIME Analytics Platform

64%
DataRobot ranks higher in 2/2 features

Flexible Model Publishing Options

8.7
87%
38 Ratings
6.9
69%
5 Ratings

Security, Governance, and Cost Controls

8.2
82%
32 Ratings
5.8
58%
4 Ratings

Attribute Ratings

  • DataRobot is rated higher in 2 areas: Likelihood to Recommend, Support Rating
  • KNIME Analytics Platform is rated higher in 1 area: Likelihood to Renew

Likelihood to Recommend

8.7

DataRobot

87%
45 Ratings
7.6

KNIME Analytics Platform

76%
12 Ratings

Likelihood to Renew

7.5

DataRobot

75%
4 Ratings
8.0

KNIME Analytics Platform

80%
1 Rating

Usability

DataRobot

N/A
0 Ratings
8.0

KNIME Analytics Platform

80%
1 Rating

Support Rating

8.1

DataRobot

81%
6 Ratings
6.9

KNIME Analytics Platform

69%
6 Ratings

Implementation Rating

DataRobot

N/A
0 Ratings
8.0

KNIME Analytics Platform

80%
2 Ratings

Likelihood to Recommend

DataRobot

If one takes the time to learn the platform, the platform can be very useful for making predictions. It's not perfect, and you do need your real-world insight to determine if their predictions have the potential to be better than an internal system or a rudimentary system or are wildly off, but for our business, just a slight improvement can mean thousands of dollars in both revenue and thousands of dollars of savings from not purchasing items we may have otherwise purchased.
Read full review

KNIME

[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,
Read full review

Pros

DataRobot

  • DataRobot helps, with algorithms, to analyze and decipher numerous machine-learning techniques in order to provide models to assist in company-wide decision making.
  • Our DataRobot program puts on an "even playing field" the strength of auto-machine learning and allows us to make decisions in an extremely timely manner. The speed is consistent without being offset by errors or false-negatives.
  • It encompasses many desired techniques that help companies in general, to reconfigure in to artificial intelligence driven firms, with little to no inconvenience.
Read full review

KNIME

  • 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.
Read full review

Cons

DataRobot

  • Further improvements to their text analysis tool, to be more like the Qualtrics text analysis tool, would be a great addition. Qualtrics has templates built into their text analysis tool for customer service, quality control, etc, and will automatically slot your text responses into categories associated with certain sub areas of those larger categories.
Read full review

KNIME

  • 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.
Read full review

Pricing Details

DataRobot

Starting Price

$0

Editions & Modules

DataRobot editions and modules pricing
EditionModules

Footnotes

    Offerings

    Free Trial
    Free/Freemium Version
    Premium Consulting/Integration Services

    Entry-level set up fee?

    No setup fee

    Additional Details

    Pricing Info

    KNIME Analytics Platform

    Starting Price

    Editions & Modules

    KNIME Analytics Platform editions and modules pricing
    EditionModules

    Footnotes

      Offerings

      Free Trial
      Free/Freemium Version
      Premium Consulting/Integration Services

      Entry-level set up fee?

      No setup fee

      Additional Details

      Likelihood to Renew

      DataRobot

      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.
      Read full review

      KNIME

      I am happy with the product. It provides the required functionality.
      Read full review

      Usability

      DataRobot

      No answers on this topic

      KNIME

      It performs all the required functions.
      Read full review

      Support Rating

      DataRobot

      As I am writing this report I am participating with Datarobot Engineers in an complex environment and we have their whole support. We are in Mexico and is not common to have this commitment from companies without expensive contract services. Installing is on premise and the client does not want us to take control and they, the client, is also limited because of internal IT regulations ,,, soo we are just doing magic and everybody is committed.
      Read full review

      KNIME

      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.
      Read full review

      Alternatives Considered

      DataRobot

      Many products tend to offer a sort of baseline interface with statistical models and call it AI. These are things like linear regression formulas being built into BI platforms (Tableau, PowerBI). The problem with these types of platforms is often the depth and accuracy of the models. DataRobot generates real, accurate AI models using cutting-edge algorithms to fit your data. These models are generally extremely accurate, and often given more detailed insights than other platforms like Alteryx or H20.
      Read full review

      KNIME

      • 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
      Read full review

      Return on Investment

      DataRobot

      • We have been able to cut costs by not buying leads that we will not be able to sell on
      • We have been able to deploy loan eligibility reporting which brought in new business
      • We have been able to improve the performance of our credit providers and our partners which has helped to retain business
      Read full review

      KNIME

      • 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.
      Read full review

      Screenshots

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