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Compare MATLAB and TensorFlow

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At a Glance
MATLAB
MATLAB
Star Rating
(729)4.5 out of 5
Market Segments
Enterprise (42.9% of reviews)
Information
Entry-Level Pricing
No pricing available
Learn more about MATLAB
TensorFlow
TensorFlow
Star Rating
(71)4.6 out of 5
Market Segments
Small-Business (46.3% of reviews)
Information
Entry-Level Pricing
No pricing available
Learn more about TensorFlow
AI Generated Summary
AI-generated. Powered by real user reviews.
  • Users report that TensorFlow excels in Model Training with a score of 9.3, highlighting its efficiency in handling large datasets and complex models, while MATLAB's score of 8.6 indicates it may not be as robust in this area.
  • Reviewers mention that MATLAB shines in Ease of Use with a score of 8.3, making it more accessible for beginners, whereas TensorFlow's score of 7.6 suggests a steeper learning curve, particularly for those new to programming.
  • G2 users note that TensorFlow offers superior Pre-Built Algorithms with a score of 9.2, which allows for quicker implementation of machine learning solutions, compared to MATLAB's score of 8.8, which may require more customization.
  • Users on G2 highlight that MATLAB's Drag and Drop functionality scores 8.7, making it easier for users to build models visually, while TensorFlow's score of 6.6 indicates a more code-centric approach that may not appeal to all users.
  • Reviewers say that TensorFlow's Computer Vision capabilities are rated at 9.2, showcasing its strength in image processing tasks, while MATLAB's score of 8.8 suggests it may not be as powerful in this specific application.
  • Users report that both platforms have similar scores in Application Deployment at 8.6, indicating that both TensorFlow and MATLAB provide solid options for deploying models, but TensorFlow's scalability score of 9.1 suggests it may handle larger applications more effectively.
Featured Products
Pricing
Entry-Level Pricing
MATLAB
No pricing available
TensorFlow
No pricing available
Free Trial
MATLAB
No trial information available
TensorFlow
No trial information available
Ratings
Meets Requirements
9.1
637
9.3
58
Ease of Use
8.3
645
7.6
58
Ease of Setup
8.6
48
7.6
37
Ease of Admin
8.4
39
7.6
31
Quality of Support
8.6
591
8.4
47
Has the product been a good partner in doing business?
8.4
36
8.1
28
Product Direction (% positive)
8.7
634
9.0
56
Features by Category
8.5
2,116
Not enough data
Design
8.5
127
Not enough data
8.2
144
Not enough data
8.3
146
Not enough data
8.0
121
Not enough data
Tools
8.3
107
Not enough data
8.5
131
Not enough data
8.4
113
Not enough data
Work
8.8
141
Not enough data
8.9
143
Not enough data
8.6
127
Not enough data
8.4
117
Not enough data
8.4
124
Not enough data
Environment
8.4
146
Not enough data
8.7
146
Not enough data
8.4
122
Not enough data
8.7
161
Not enough data
Data Science and Machine Learning PlatformsHide 27 FeaturesShow 27 Features
8.6
1,596
8.7
630
System
8.5
59
8.6
20
8.4
61
8.9
18
8.7
63
7.8
10
Model Development
8.4
77
8.7
42
8.8
75
6.6
29
8.9
84
8.6
42
8.6
81
9.3
43
Model Development
8.8
70
9.2
19
8.7
65
9.0
20
8.7
65
8.8
19
Machine/Deep Learning Services
8.8
71
9.2
40
8.3
61
9.0
37
8.3
59
8.9
34
8.5
73
9.3
43
Machine/Deep Learning Services
8.9
58
9.0
18
8.5
55
8.2
14
8.3
53
8.5
13
8.7
63
9.4
18
Deployment
8.6
65
8.4
30
8.7
75
8.7
38
8.4
75
9.1
38
Deployment
8.3
58
8.6
12
8.6
65
8.6
16
8.6
65
8.8
17
Generative AI
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
Feature Not Available
8.6
542
Not enough data
Data Transformation
8.7
70
|
Verified
Not enough data
8.6
43
|
Verified
Not enough data
Connectivity
8.3
45
|
Verified
Not enough data
8.6
48
|
Verified
Not enough data
8.4
58
|
Verified
Not enough data
8.3
50
|
Verified
Not enough data
Operations
9.0
70
|
Verified
Not enough data
8.9
66
|
Verified
Not enough data
Feature Not Available
Not enough data
8.7
58
|
Verified
Not enough data
8.8
34
|
Verified
Not enough data
Not enough data
Not enough data
Building Reports
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Platform
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
MATLAB
MATLAB
TensorFlow
TensorFlow
MATLAB and TensorFlow are categorized as Data Science and Machine Learning Platforms
Unique Categories
MATLAB
MATLAB is categorized as Big Data Analytics and Simulation & CAE
TensorFlow
TensorFlow has no unique categories
Reviews
Reviewers' Company Size
MATLAB
MATLAB
Small-Business(50 or fewer emp.)
30.5%
Mid-Market(51-1000 emp.)
26.6%
Enterprise(> 1000 emp.)
42.9%
TensorFlow
TensorFlow
Small-Business(50 or fewer emp.)
46.3%
Mid-Market(51-1000 emp.)
26.9%
Enterprise(> 1000 emp.)
26.9%
Reviewers' Industry
MATLAB
MATLAB
Higher Education
15.7%
Research
13.3%
Computer Software
6.6%
Mechanical or Industrial Engineering
6.5%
Information Technology and Services
6.4%
Other
51.6%
TensorFlow
TensorFlow
Computer Software
28.4%
Information Technology and Services
17.9%
Research
10.4%
Education Management
4.5%
Semiconductors
3.0%
Other
35.8%
Most Helpful Reviews
MATLAB
MATLAB
Most Helpful Favorable Review
yojana r.
YR
yojana r.
Verified User

Matlab is very essential scientific environment which is very useful for students and working people.Especially to write the fuzzy logic's and Neural Network logic. It intuitive way of programming which made easy to use all of its futures and variable...

Most Helpful Critical Review
Verified User
G
Verified User in Higher Education

The graph editing functions are ridiculously hard to use and slow. It is also very difficult to understand what the errors mean, because they don't apply to your specific project or give any useful documentation. Also, there have been many time where errors...

TensorFlow
TensorFlow
Most Helpful Favorable Review
Navaneeth M.
NM
Navaneeth M.
Verified User in Information Technology and Services

Easy to get started with. The TensorFlow ecosystem provides support tools to load data efficiently (TF Dataloaders) , build models (Keras), Optimize it (TF Lite), and Deploy and monitor (TFX) and it is production-ready.

Most Helpful Critical Review
Verified User in Computer Software
GC
Verified 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...

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TensorFlow
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Discussions
MATLAB
MATLAB Discussions
Any good website to discuss about the matlab programming?
3 comments
Tharaka D.
TD
Mathworks site would be better place since it's the official website of the producers of the matlabRead more
Can I use Matlab for free?
3 comments
Prajakta C.
PC
You can use the trial version of MATLAB for free. Also, if you pursue any online courses e.g. from coursera, they allow you to use MATLAB for free for the...Read more
Is it possible to check the output of Simulink terminal if I am not keeping a scope?
2 comments
Mouath A.
MA
Yes, If you prepared from the beginning "to work space" block for all the Simulink model. You can view any variable you want. Read more
TensorFlow
TensorFlow Discussions
What is TensorFlow and why it is used?
1 comment
Palash S.
PS
TensorFlow is an open-source library that lets you generate various models AI/ML/DL models.Read more
Monty the Mongoose crying
TensorFlow has no more discussions with answers