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Compare Anaconda and TensorFlow

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At a Glance
Anaconda
Anaconda
Star Rating
(126)4.6 out of 5
Market Segments
Enterprise (39.8% of reviews)
Information
Entry-Level Pricing
$0.00 1 User With One-Time Purchase
Browse all 4 pricing plans
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 robust capabilities for deep learning applications, while Anaconda, with a score of 8.9, is noted for its ease of use in managing environments but falls slightly behind in training performance.
  • Reviewers mention that TensorFlow's pre-built algorithms receive high praise with a score of 9.2, making it a preferred choice for users looking for ready-to-use solutions, whereas Anaconda's pre-built algorithms score lower at 7.9, indicating a need for more customization.
  • G2 users indicate that TensorFlow's support for computer vision is particularly strong, scoring 9.2, which is beneficial for projects requiring image processing, while Anaconda's score of 8.8 suggests it is competent but not as specialized in this area.
  • Users on G2 highlight that Anaconda shines in ease of setup with a score of 8.6, making it a favorable option for beginners, while TensorFlow's score of 7.6 indicates a steeper learning curve for new users.
  • Reviewers say that TensorFlow's scalability is impressive, scoring 9.1, which is crucial for large-scale deployments, while Anaconda's scalability score of 8.4 suggests it may not handle extensive projects as effectively.
  • Users report that both products have similar managed service scores of 8.4 and 8.6, respectively, but Anaconda's slightly higher score indicates a more user-friendly experience in managing services.
Pricing
Entry-Level Pricing
Anaconda
Free
$0.00
1 User With One-Time Purchase
Browse all 4 pricing plans
TensorFlow
No pricing available
Free Trial
Anaconda
Free Trial is available
TensorFlow
No trial information available
Ratings
Meets Requirements
9.2
86
9.3
58
Ease of Use
9.0
85
7.6
58
Ease of Setup
8.6
14
7.6
37
Ease of Admin
9.1
11
7.6
31
Quality of Support
8.6
76
8.4
47
Has the product been a good partner in doing business?
9.2
11
8.1
28
Product Direction (% positive)
9.2
77
9.0
56
Features by Category
Data Science and Machine Learning PlatformsHide 27 FeaturesShow 27 Features
8.5
1,298
8.7
630
System
8.8
55
8.6
20
8.7
54
8.9
18
7.8
48
7.8
10
Model Development
8.5
54
8.7
42
7.8
49
6.6
29
8.2
56
8.6
42
8.9
58
9.3
43
Model Development
7.9
53
9.2
19
8.8
56
9.0
20
8.4
51
8.8
19
Machine/Deep Learning Services
8.8
53
9.2
40
8.8
55
9.0
37
8.6
54
8.9
34
8.7
54
9.3
43
Machine/Deep Learning Services
8.8
51
9.0
18
8.8
51
8.2
14
8.5
49
8.5
13
8.8
51
9.4
18
Deployment
8.4
56
8.4
30
8.8
60
8.7
38
8.4
58
9.1
38
Deployment
8.6
52
8.6
12
8.9
52
8.6
16
8.8
50
8.8
17
Generative AI
8.1
6
Feature Not Available
8.3
6
Feature Not Available
6.4
6
Feature Not Available
Categories
Categories
Shared Categories
Anaconda
Anaconda
TensorFlow
TensorFlow
Anaconda and TensorFlow are categorized as Data Science and Machine Learning Platforms
Unique Categories
Anaconda
Anaconda has no unique categories
TensorFlow
TensorFlow has no unique categories
Reviews
Reviewers' Company Size
Anaconda
Anaconda
Small-Business(50 or fewer emp.)
30.5%
Mid-Market(51-1000 emp.)
29.7%
Enterprise(> 1000 emp.)
39.8%
TensorFlow
TensorFlow
Small-Business(50 or fewer emp.)
46.3%
Mid-Market(51-1000 emp.)
26.9%
Enterprise(> 1000 emp.)
26.9%
Reviewers' Industry
Anaconda
Anaconda
Computer Software
27.1%
Information Technology and Services
26.3%
Higher Education
6.8%
Education Management
5.9%
Computer & Network Security
3.4%
Other
30.5%
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
Anaconda
Anaconda
Most Helpful Favorable Review
Kaushal P.
KP
Kaushal P.
Verified User in Computer Software

During my final year project "Identifying and marking player during live matches" I used most of the features like Spider, Notebook, Jupiter Notebook. It's easy to implement solutions in anaconda. The latest feature that I checked recently is Anaconda is...

Most Helpful Critical Review
Verified User
G
Verified User in Telecommunications

The thing which i dislike is anaconda platform speed, i found it sometimes very slow.

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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Anaconda
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Discussions
Anaconda
Anaconda Discussions
How to create the private environment in the anaconda?
1 comment
Verified User
G2
After opening the ANACONDA, there Environment option below Home, by clicking create we can create private environments, also if you already have private...Read more
Is there any way to say goodbye to pip install in Anaconda Enterprise
1 comment
Ajay _.
A_
Not yet as of nowRead more
Which platform is better to do python coding ?
1 comment
Prakash Kumar S.
PS
Anaconda Because it provides a very great platform with all python librariesRead 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