What users are saying about

Dataiku DSS vs IBM Watson Studio

Dataiku DSS
15 Ratings
IBM Watson Studio
218 Ratings

Dataiku DSS

15 Ratings
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Score 9 out of 100

Based on 15 reviews and ratings

IBM Watson Studio

218 Ratings
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Score 8.7 out of 100

Based on 218 reviews and ratings

Feature Set Ratings

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

Platform Connectivity

9.0

Dataiku DSS

90%
7.2

IBM Watson Studio

72%
Dataiku DSS ranks higher in 3/4 features
Dataiku DSS ranks higher in 3/4 features

Connect to Multiple Data Sources

9.9
99%
4 Ratings
7.7
77%
21 Ratings

Extend Existing Data Sources

9.8
98%
4 Ratings
7.4
74%
21 Ratings

Automatic Data Format Detection

9.8
98%
4 Ratings
7.2
72%
20 Ratings

MDM Integration

6.5
65%
2 Ratings
6.7
67%
14 Ratings

Data Exploration

9.0

Dataiku DSS

90%
7.7

IBM Watson Studio

77%
Dataiku DSS ranks higher in 2/2 features
Dataiku DSS ranks higher in 2/2 features

Visualization

8.8
88%
4 Ratings
7.7
77%
21 Ratings

Interactive Data Analysis

9.1
91%
4 Ratings
7.7
77%
21 Ratings

Data Preparation

9.4

Dataiku DSS

94%
7.6

IBM Watson Studio

76%
Dataiku DSS ranks higher in 4/4 features
Dataiku DSS ranks higher in 4/4 features

Interactive Data Cleaning and Enrichment

9.7
97%
4 Ratings
7.3
73%
21 Ratings

Data Transformations

9.5
95%
4 Ratings
7.6
76%
20 Ratings

Data Encryption

8.9
89%
4 Ratings
7.5
75%
19 Ratings

Built-in Processors

9.4
94%
4 Ratings
7.9
79%
20 Ratings

Platform Data Modeling

8.5

Dataiku DSS

85%
7.5

IBM Watson Studio

75%
Dataiku DSS ranks higher in 3/4 features
Dataiku DSS ranks higher in 3/4 features

Multiple Model Development Languages and Tools

6.3
63%
4 Ratings
7.7
77%
20 Ratings

Automated Machine Learning

9.3
93%
4 Ratings
7.3
73%
21 Ratings

Single platform for multiple model development

9.3
93%
4 Ratings
7.6
76%
21 Ratings

Self-Service Model Delivery

9.3
93%
4 Ratings
7.3
73%
19 Ratings

Model Deployment

8.5

Dataiku DSS

85%
6.8

IBM Watson Studio

68%
Dataiku DSS ranks higher in 2/2 features
Dataiku DSS ranks higher in 2/2 features

Flexible Model Publishing Options

8.5
85%
4 Ratings
7.3
73%
21 Ratings

Security, Governance, and Cost Controls

8.6
86%
4 Ratings
6.3
63%
21 Ratings

Attribute Ratings

  • Dataiku DSS is rated higher in 3 areas: Likelihood to Recommend, Usability, Support Rating

Likelihood to Recommend

9.3

Dataiku DSS

93%
4 Ratings
7.6

IBM Watson Studio

76%
64 Ratings

Likelihood to Renew

Dataiku DSS

N/A
0 Ratings
8.2

IBM Watson Studio

82%
1 Rating

Usability

10.0

Dataiku DSS

100%
1 Rating
9.6

IBM Watson Studio

96%
2 Ratings

Availability

Dataiku DSS

N/A
0 Ratings
8.2

IBM Watson Studio

82%
2 Ratings

Performance

Dataiku DSS

N/A
0 Ratings
8.2

IBM Watson Studio

82%
2 Ratings

Support Rating

9.3

Dataiku DSS

93%
3 Ratings
8.2

IBM Watson Studio

82%
2 Ratings

In-Person Training

Dataiku DSS

N/A
0 Ratings
8.2

IBM Watson Studio

82%
1 Rating

Online Training

Dataiku DSS

N/A
0 Ratings
8.2

IBM Watson Studio

82%
1 Rating

Implementation Rating

Dataiku DSS

N/A
0 Ratings
7.3

IBM Watson Studio

73%
2 Ratings

Product Scalability

Dataiku DSS

N/A
0 Ratings
8.2

IBM Watson Studio

82%
1 Rating

Likelihood to Recommend

Dataiku DSS

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.

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Anonymous | TrustRadius Reviewer
Verified User
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IBM Watson Studio

If you are a small company with insufficient funding, it would be better to go with open source resources because they are free and do the same job. If you are a bigger company with enough resources, then IBM Watson Studio could be better in terms of security and accessibility.

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Anonymous | TrustRadius Reviewer
Verified User
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Pros

Dataiku DSS

  • 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.

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Devesh Singh | TrustRadius Reviewer
Devesh Singh
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IBM Watson Studio

  • Integration of IBM Watson APIs such as speech to text, image recognition, personality insights, etc.
  • SPSS modeler and neural network model provide no-code environments for data scientists to build pipelines quickly.
  • Enforced best-practices set up POCs for deployment in production with a minimum of re-work.
  • Estimator validation lets data scientists test and prove different models.

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Christopher Penn | TrustRadius Reviewer
Christopher Penn
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Cons

Dataiku DSS

  • End product deployment.

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Anonymous | TrustRadius Reviewer
Verified User
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IBM Watson Studio

  • The cost is steep and so only companies with resources can afford it
  • It will be nice to have Chinese versions so that Chinese engineers can also use it easily
  • It takes a while to learn how to input different kinds of skin defects for detection

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Anonymous | TrustRadius Reviewer
Verified User
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Pricing Details

Dataiku DSS

General

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

Starting Price

$0

Dataiku DSS Editions & Modules

Edition
DiscoverContact sales team
BusinessContact sales team
EnterpriseContact sales team
  1. none
Additional Pricing Details
—

IBM Watson Studio

General

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

Starting Price

—

IBM Watson Studio Editions & Modules

—
Additional Pricing Details
—

Likelihood to Renew

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 8.2
Based on 1 answer
because we find out that DSX results have improved our approach to the whole subject (data, models, procedures)

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
View all 1 answers on this topic

Usability

Dataiku DSS

Dataiku DSS 10.0
Based on 1 answer
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.

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Devesh Singh | TrustRadius Reviewer
Devesh Singh
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IBM Watson Studio

IBM Watson Studio 9.6
Based on 2 answers
The UI flawlessly merges this offering by providing a neat, minimal, responsive interface

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Isaiah King | TrustRadius Reviewer
Isaiah King
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Reliability and Availability

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 8.2
Based on 2 answers
From time to time there are services unavailable, but we have been always informed before and they got back to work sooner than expected

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
View all 2 answers on this topic

Performance

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 8.2
Based on 2 answers
Never had slow response even on our very busy network

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
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Support Rating

Dataiku DSS

Dataiku DSS 9.3
Based on 3 answers
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.

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Anonymous | TrustRadius Reviewer
Verified User
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IBM Watson Studio

IBM Watson Studio 8.2
Based on 2 answers
I received answers mostly at once and got answered even further my question: they gave me interesting points of view and suggestion for deepening in the learning path

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
View all 2 answers on this topic

In-Person Training

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 8.2
Based on 1 answer
The trainers on the job are very smart with solutions and very able in teaching

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
View all 1 answers on this topic

Online Training

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 8.2
Based on 1 answer
The Platform is very handy and suggests further steps according my previous interests

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
View all 1 answers on this topic

Implementation Rating

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 7.3
Based on 2 answers
It surprised us with unpredictable case of use and brand new points of view

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
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Alternatives Considered

Dataiku DSS

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.

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Anonymous | TrustRadius Reviewer
Verified User
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IBM Watson Studio

The main reason I personally changed over from Azure ML Studio is because it lacked any support for significant custom modelling with packages and services such as TensorFlow, scikit-learn, Microsoft Cognitive Toolkit and Spark ML. IBM Watson Studio provides these services and does so in a well integrated and easy to use fashion making it a preferable service over the other services that I have personally used.

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Anonymous | TrustRadius Reviewer
Verified User
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Scalability

Dataiku DSS

No score
No answers yet
No answers on this topic

IBM Watson Studio

IBM Watson Studio 8.2
Based on 1 answer
It helped us in getting from 0 to DSX without getting lost

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Davide Tognon | TrustRadius Reviewer
Davide Tognon
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Return on Investment

Dataiku DSS

  • 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.

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Anonymous | TrustRadius Reviewer
Verified User
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IBM Watson Studio

  • Could instantly show data driven insights to drive 20% incremental revenue over existing results
  • Still don't have a real use case for unstructured data like twitter feed
  • Some of the insights around user actions have driven new projects to automate mundane tasks

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Anonymous | TrustRadius Reviewer
Verified User
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