Compare Amazon Comprehend and NLTK 
At a Glance
Market Segments
Small-Business (38.6% of reviews)
Small-Business (52.2% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Amazon Comprehend
Star Rating
(71)4.2 out of 5
Market Segments
Small-Business (38.6% of reviews)
Entry-Level Pricing
No pricing available
Learn more about Amazon ComprehendNLTK
Star Rating
(48)4.4 out of 5
Market Segments
Small-Business (52.2% of reviews)
Entry-Level Pricing
No pricing available
Learn more about NLTKSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that NLTK excels in ease of setup with a score of 9.0, making it a preferred choice for those who prioritize a quick and straightforward installation process, while Amazon Comprehend trails behind with a score of 7.8.
- Reviewers mention that Amazon Comprehend shines in Named Entity Recognition with a score of 8.4, highlighting its robust capabilities in identifying and categorizing entities, whereas NLTK received a lower score of 7.3 in this area.
- G2 users indicate that NLTK has a strong community support system, reflected in its quality of support score of 8.2, but Amazon Comprehend slightly outperforms it with a score of 8.4, suggesting a more responsive support experience.
- Users on G2 report that Amazon Comprehend offers superior sentiment analysis capabilities, scoring 8.5 compared to NLTK's 7.3, which reviewers say makes it a better option for businesses focused on understanding customer emotions.
- Reviewers mention that NLTK's part of speech tagging feature scored 7.4, which some users find less effective compared to Amazon Comprehend's 8.7, indicating a significant difference in performance for users needing precise language processing.
- Users say that while both products offer customization options, Amazon Comprehend's customizable models score slightly higher at 7.7 compared to NLTK's 7.5, suggesting a more flexible approach for users looking to tailor their solutions.
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Pricing
Entry-Level Pricing
Amazon Comprehend
No pricing availableNLTK
No pricing availableFree Trial
Amazon Comprehend
No trial information availableNLTK
No trial information availableRatings
Meets Requirements
8.5
63
7.9
28
Ease of Use
8.6
63
8.8
28
Ease of Setup
7.8
19
9.0
10
Ease of Admin
8.1
18
8.8
10
Quality of Support
8.4
55
8.2
22
Has the product been a good partner in doing business?
8.1
18
9.1
9
Product Direction (% positive)
8.9
61
7.3
26
Features by Category
Algorithm
8.7
26
7.4
23
8.6
25
7.4
19
8.4
26
7.3
22
8.5
23
7.3
22
8.2
24
6.5
20
8.3
27
7.0
21
System
8.5
26
7.6
20
8.1
28
8.0
19
8.1
24
6.4
16
8.2
25
7.2
20
7.7
23
7.5
19
Setup
8.7
26
Not enough data
8.6
26
Not enough data
7.6
23
Not enough data
Data
8.5
24
Not enough data
8.1
25
Not enough data
Analysis
8.0
26
Not enough data
8.3
24
Not enough data
8.8
24
Not enough data
9.0
24
Not enough data
8.7
23
Not enough data
8.1
24
Not enough data
8.3
23
Not enough data
Customization
8.2
25
Not enough data
7.9
22
Not enough data
8.5
21
Not enough data
Generative AI
Feature Not Available
Not enough data
Feature Not Available
Not enough data
Categories
Categories
Shared Categories
Amazon Comprehend and NLTK are categorized as Natural Language Understanding (NLU)
Reviews
Reviewers' Company Size
Amazon Comprehend
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
NLTK
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Information Technology and Services
18.6%
Computer Software
12.9%
Retail
7.1%
Financial Services
7.1%
Marketing and Advertising
5.7%
Other
48.6%
Information Technology and Services
28.3%
Computer Software
17.4%
Telecommunications
4.3%
Research
4.3%
Internet
4.3%
Other
41.3%
Most Helpful Reviews
Amazon Comprehend
Most Helpful Favorable Review
Mohammed K.
Verified User in Airlines/Aviation
Comprehend usefully include: Ease of Use: Amazon Comprehend is easy to use and requires minimal setup. Developers can get started with the service quickly and start analyzing text data in just a few clicks. Customizability: Amazon Comprehend allows...
Most Helpful Critical Review
Verified User in Retail
it was very basic something that I could do on my own. I did not find anything. Special about it
NLTK
Most Helpful Favorable Review
Harshit P.
Verified User in Information Technology and Services
NLTK includes lot of features for which earlier I was using different library for each feature like tokenization etc.
Most Helpful Critical Review
Mohammed K.
Verified User in Airlines/Aviation
Comprehend usefully include: Ease of Use: Amazon Comprehend is easy to use and requires minimal setup. Developers can get started with the service quickly and start analyzing text data in just a few clicks. Customizability: Amazon Comprehend allows...
Harshit P.
Verified User in Information Technology and Services
NLTK includes lot of features for which earlier I was using different library for each feature like tokenization etc.
Verified User in Retail
it was very basic something that I could do on my own. I did not find anything. Special about it
Alternatives
Discussions
How can increase sell
3 comments
KU
making ad's videos and posting them on youtube to help get customersRead more
Amazon Comprehend has no more discussions with answers
NLTK has no discussions with answers
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