Compare IBM Watson Studio vs TensorFlow

See this
comparison of IBM Watson Studio vs. TensorFlow
based on data from user reviews. IBM Watson Studio rates 4.1/5 stars with 75 reviews. TensorFlow rates 4.4/5 stars with 38 reviews. Each product's score is calculated by real-time data from verified user reviews.

Pricing

 
Free Trial Unavailable
Free Trial Unavailable
IBM Watson Studio
Free Trial Unavailable
TensorFlow
Free Trial Unavailable

Ratings

Meets Requirements
Meets Requirements
8.3
9.3
Ease of Use
Ease of Use
7.7
7.1
Ease of Setup
Ease of Setup
7.5
7.4
Ease of Admin
Ease of Admin
7.7
7.4
Quality of Support
Quality of Support
7.9
8.1
Ease of Doing Business With
Ease of Doing Business With
7.8
8.1
Product Direction (% positive)
Product Direction (% positive)
8.8
9.6
Meets Requirements
IBM Watson Studio
8.3
TensorFlow
9.3
Ease of Use
IBM Watson Studio
7.7
TensorFlow
7.1
Ease of Setup
IBM Watson Studio
7.5
TensorFlow
7.4
Ease of Admin
IBM Watson Studio
7.7
TensorFlow
7.4
Quality of Support
IBM Watson Studio
7.9
TensorFlow
8.1
Ease of Doing Business With
IBM Watson Studio
7.8
TensorFlow
8.1
Product Direction (% positive)
IBM Watson Studio
8.8
TensorFlow
9.6

Features

Model Development
Language Support
IBM Watson Studio
8.4
TensorFlow
8.5
Drag and Drop
IBM Watson Studio
8.4
TensorFlow
6.0
Pre-Built Algorithms
IBM Watson Studio
7.9
TensorFlow
8.5
Model Training
IBM Watson Studio
7.8
TensorFlow
9.3
Machine/Deep Learning Services
Computer Vision
IBM Watson Studio
7.9
TensorFlow
9.4
Natural Language Processing
IBM Watson Studio
8.1
TensorFlow
9.2
Natural Language Generation
IBM Watson Studio
8.1
TensorFlow
9.1
Artificial Neural Networks
IBM Watson Studio
8.3
TensorFlow
9.5
Deployment
Managed Service
IBM Watson Studio
7.8
TensorFlow
8.6
Application
IBM Watson Studio
7.9
TensorFlow
9.0
Scalability
IBM Watson Studio
8.1
TensorFlow
9.0

Reviewers' Company Size

Small-Business (50 or fewer emp.)
Small-Business
(50 or fewer emp.)
21.3%
38.9%
Mid-Market (51-1000 emp.)
Mid-Market
(51-1000 emp.)
18.7%
25.0%
Enterprise (> 1000 emp.)
Enterprise
(> 1000 emp.)
60.0%
36.1%
IBM Watson Studio
Small-Business
21.3%
Mid-Market
18.7%
Enterprise
60.0%
TensorFlow
Small-Business
38.9%
Mid-Market
25.0%
Enterprise
36.1%

Reviewers' Industry

 
Information Technology and Services
14.7%
Computer Software
36.1%
 
Telecommunications
9.3%
Information Technology and Services
11.1%
 
Banking
8.0%
Research
8.3%
 
Education Management
6.7%
Semiconductors
2.8%
 
Computer Software
6.7%
Program Development
2.8%
 
Other
54.7%
Other
38.9%
IBM Watson Studio
Information Technology and Services
14.7%
Telecommunications
9.3%
Banking
8.0%
Education Management
6.7%
Computer Software
6.7%
Other
54.7%
TensorFlow
Computer Software
36.1%
Information Technology and Services
11.1%
Research
8.3%
Semiconductors
2.8%
Program Development
2.8%
Other
38.9%

Reviews

Most Helpful Favorable Review
Most Helpful Favorable Review
G2 User in Investment Banking

The developer experience from end to end

G2 User in Medical Devices

TensorFlow uses python which is conenient.Its numerical compability with NumPy is great. We can store the models and reuse them is very convenient

Most Helpful Critical Review
Most Helpful Critical Review
Chris E.
User in Marketing and Advertising

This is basically SPSS Modeler, but in the cloud. It suffers from the same issues Modeler suffered from a data-science/ML dev perspective, little ability to customize elements of your model stack, clunky integration w/ custom outside code (R or Python).

G2 User in Computer Software

The documentation is not very good. The API is too messed up - there are several functions that do the same thing with minor differences and little documentation about the differences. Boilerplate code is also usually long. The API is cumbersome to use...

 
IBM Watson Studio
Most Helpful Favorable Review
G2 User in Investment Banking

The developer experience from end to end

Most Helpful Critical Review
Chris E.
User in Marketing and Advertising

This is basically SPSS Modeler, but in the cloud. It suffers from the same issues Modeler suffered from a data-science/ML dev perspective, little ability to customize elements of your model stack, clunky integration w/ custom outside code (R or Python).

TensorFlow
Most Helpful Favorable Review
G2 User in Medical Devices

TensorFlow uses python which is conenient.Its numerical compability with NumPy is great. We can store the models and reuse them is very convenient

Most Helpful Critical Review
G2 User in Computer Software

The documentation is not very good. The API is too messed up - there are several functions that do the same thing with minor differences and little documentation about the differences. Boilerplate code is also usually long. The API is cumbersome to use...

Screenshots

 No screenshots providedNo screenshots provided
IBM Watson Studio
No screenshots provided
TensorFlow
No screenshots provided

Downloads

 No downloads providedNo downloads provided
IBM Watson Studio
No downloads provided
TensorFlow
No downloads provided
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