What users are saying about
16 Ratings
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Top Rated
66 Ratings
16 Ratings
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Score 9.2 out of 100

DataRobot

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Top Rated
66 Ratings
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Score 8.7 out of 100

Feature Set Ratings

  • Dataiku DSS ranks higher in 4 feature sets: Platform Connectivity, Data Exploration, Data Preparation, Model Deployment
  • Dataiku DSS and DataRobot are tied in 1 feature set: Platform Data Modeling

Platform Connectivity

9.1

Dataiku DSS

91%
7.7

DataRobot

77%
Dataiku DSS ranks higher in 3/4 features

Connect to Multiple Data Sources

10.0
100%
4 Ratings
7.3
73%
38 Ratings

Extend Existing Data Sources

10.0
100%
4 Ratings
7.3
73%
35 Ratings

Automatic Data Format Detection

10.0
100%
4 Ratings
8.2
82%
40 Ratings

MDM Integration

6.5
65%
2 Ratings
7.9
79%
17 Ratings

Data Exploration

9.7

Dataiku DSS

97%
7.9

DataRobot

79%
Dataiku DSS ranks higher in 2/2 features

Visualization

9.7
97%
4 Ratings
7.9
79%
41 Ratings

Interactive Data Analysis

9.8
98%
4 Ratings
7.8
78%
40 Ratings

Data Preparation

9.8

Dataiku DSS

98%
7.8

DataRobot

78%
Dataiku DSS ranks higher in 4/4 features

Interactive Data Cleaning and Enrichment

9.9
99%
4 Ratings
7.4
74%
35 Ratings

Data Transformations

9.9
99%
4 Ratings
7.5
75%
38 Ratings

Data Encryption

9.7
97%
4 Ratings
8.0
80%
19 Ratings

Built-in Processors

9.9
99%
4 Ratings
8.1
81%
32 Ratings

Platform Data Modeling

8.7

Dataiku DSS

87%
8.7

DataRobot

87%
Dataiku DSS ranks higher in 3/4 features

Multiple Model Development Languages and Tools

5.4
54%
4 Ratings
7.4
74%
38 Ratings

Automated Machine Learning

9.8
98%
4 Ratings
9.3
93%
41 Ratings

Single platform for multiple model development

9.8
98%
4 Ratings
9.1
91%
40 Ratings

Self-Service Model Delivery

9.8
98%
4 Ratings
8.8
88%
39 Ratings

Model Deployment

8.9

Dataiku DSS

89%
8.4

DataRobot

84%
Dataiku DSS ranks higher in 2/2 features

Flexible Model Publishing Options

8.9
89%
4 Ratings
8.7
87%
38 Ratings

Security, Governance, and Cost Controls

8.9
89%
4 Ratings
8.2
82%
32 Ratings

Attribute Ratings

  • Dataiku DSS is rated higher in 2 areas: Likelihood to Recommend, Support Rating

Likelihood to Recommend

9.8

Dataiku DSS

98%
4 Ratings
8.7

DataRobot

87%
45 Ratings

Likelihood to Renew

Dataiku DSS

N/A
0 Ratings
7.5

DataRobot

75%
4 Ratings

Usability

10.0

Dataiku DSS

100%
1 Rating

DataRobot

N/A
0 Ratings

Support Rating

9.3

Dataiku DSS

93%
3 Ratings
8.1

DataRobot

81%
6 Ratings

Likelihood to Recommend

Dataiku

Dataiku DSS is very well suited to handle large datasets and projects which requires a huge team to deliver results. This allows users to collaborate with each other while working on individual tasks. The workflow is easily streamlined and every action is backed up, allowing users to revert to specific tasks whenever required. While Dataiku DSS works seamlessly with all types of projects dealing with structured datasets, I haven't come across projects using Dataiku dealing with images/audio signals. But a workaround would be to store the images as vectors and perform the necessary tasks.
Read full review

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

Pros

Dataiku

  • The intuitiveness of this tool is very good.
  • Click or Code - If you are a coder, you can code. If you are a manager, you can wrangle with data with visuals
  • The way you can control things, the set of APIs gives a lot of flexibility to a developer.
Read full review

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

Cons

Dataiku

  • End product deployment.
Read full review

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

Pricing Details

Dataiku DSS

Starting Price

$0

Editions & Modules

Dataiku DSS editions and modules pricing
EditionModules
DiscoverContact sales team1
BusinessContact sales team2
EnterpriseContact sales team3

Offerings

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services

Entry-level set up fee?

No setup fee

Additional 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

    Likelihood to Renew

    Dataiku

    No answers on this topic

    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

    Usability

    Dataiku

    As I have described earlier, the intuitiveness of this tool makes it great as well as the variety of users that can use this tool. Also, the plugins available in their repository provide solutions to various data science problems.
    Read full review

    DataRobot

    No answers on this topic

    Support Rating

    Dataiku

    The support team is very helpful, and even when we discover the missing features, after providing enough rational reasons and requirements, they put into it their development pipeline for the future release.
    Read full review

    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

    Alternatives Considered

    Dataiku

    Strictly for Data Science operations, Anaconda can be considered as a subset of Dataiku DSS. While Anaconda supports Python and R programming languages, Dataiku also provides this facility, but also provides GUI to creates models with just a click of a button. This provides the flexibility to users who do not wish to alter the model hyperparameters in greater depths. Writing codes to extract meaningful data is time consuming compared to Dataiku's ability to perform feature engineering and data transformation through click of a button.
    Read full review

    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

    Return on Investment

    Dataiku

    • Given its open source status, only cost is the learning curve, which is minimal compared to time savings for data exploration.
    • Platform also ease tracking of data processing workflow, unlike Excel.
    • Build-in data visualizations covers many use cases with minimal customization; time saver.
    Read full review

    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

    Screenshots

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