Introducing G2.ai, the future of software buying.Try now
Compare Google Cloud Natural Language API and NLTK 
Featured Products
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Blix
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
DocuPipe
Visit Website
Sponsored
You’re seeing this ad based on the product’s relevance to this page. Sponsored content does not receive preferential treatment in any of G2’s ratings.
Keatext
Visit Website
At a Glance
Market Segments
Small-Business (54.6% of reviews)
Small-Business (52.2% of reviews)
Entry-Level Pricing
Free Per Month
No pricing available
Google Cloud Natural Language API
Star Rating
(97)4.3 out of 5
Market Segments
Small-Business (54.6% of reviews)
Pros & Cons
Entry-Level Pricing
Free Per Month
Browse all 2 pricing plansNLTK
Star Rating
(48)4.4 out of 5
Market Segments
Small-Business (52.2% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about NLTKSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Google Cloud Natural Language API excels in sentiment analysis, scoring 9.0, while NLTK falls short with a score of 7.3. Reviewers mention that the API provides more accurate sentiment insights, making it a preferred choice for businesses focused on customer feedback analysis.
- Reviewers mention that Google Cloud Natural Language API offers superior named entity recognition with a score of 8.7 compared to NLTK's 7.3. Users say that the API's ability to identify and categorize entities is more robust, which is crucial for applications in information extraction.
- G2 users highlight the ease of setup for NLTK, which scores 9.0, indicating that it is more user-friendly for developers looking to implement natural language processing quickly. In contrast, Google Cloud Natural Language API has a slightly lower score of 8.5, suggesting a steeper learning curve for some users.
- Users on G2 report that Google Cloud Natural Language API shines in language detection with a score of 8.8, while NLTK's score of 7.0 indicates limitations in this area. Reviewers mention that the API's multilingual capabilities are a significant advantage for global applications.
- Reviewers mention that Google Cloud Natural Language API provides better automation features, scoring 8.9, which is beneficial for users looking to streamline their workflows. NLTK, while powerful, does not offer the same level of automation, scoring 7.6 in this category.
- Users say that Google Cloud Natural Language API's pre-built algorithms, scoring 8.5, are a major selling point, allowing users to leverage advanced NLP capabilities without extensive coding. In contrast, NLTK's score of 7.2 suggests that its pre-built options may not be as comprehensive or user-friendly.
Pricing
Entry-Level Pricing
Google Cloud Natural Language API
Free
Free
Per Month
- All customers get 5,000 units for analyzing unstructured text free per month, not charged against your credits.
- New customers get $300 in free credits to spend on Natural Language.
NLTK
No pricing availableFree Trial
Google Cloud Natural Language API
Free Trial is available
NLTK
No trial information availableRatings
Meets Requirements
8.7
88
7.9
28
Ease of Use
8.8
90
8.8
28
Ease of Setup
8.5
32
9.0
10
Ease of Admin
8.8
23
8.8
10
Quality of Support
8.7
84
8.2
22
Has the product been a good partner in doing business?
8.3
24
9.1
9
Product Direction (% positive)
9.3
89
7.3
26
Features by Category
Algorithm
8.6
45
7.4
23
8.6
47
7.4
19
8.7
46
7.3
22
9.0
47
7.3
22
8.2
47
6.5
20
8.8
47
7.0
21
System
8.6
46
7.6
20
8.8
48
8.0
19
8.0
45
6.4
16
8.5
46
7.2
20
7.7
44
7.5
19
Setup
8.5
59
Not enough data
8.1
55
Not enough data
8.4
55
Not enough data
Data
8.8
55
Not enough data
8.5
54
Not enough data
Analysis
8.9
52
Not enough data
9.1
52
Not enough data
9.0
51
Not enough data
9.0
49
Not enough data
8.8
52
Not enough data
8.9
52
Not enough data
8.8
46
Not enough data
Customization
8.3
48
Not enough data
8.7
46
Not enough data
8.8
47
Not enough data
Generative AI
8.6
43
Not enough data
8.9
41
Not enough data
Categories
Categories
Shared Categories
Google Cloud Natural Language API and NLTK are categorized as Natural Language Understanding (NLU)
Unique Categories
Google Cloud Natural Language API is categorized as Text Analysis
NLTK has no unique categories
Reviews
Reviewers' Company Size
Google Cloud Natural Language API
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
Computer Software
20.6%
Information Technology and Services
19.6%
Education Management
6.2%
Telecommunications
4.1%
Retail
4.1%
Other
45.4%
Information Technology and Services
28.3%
Computer Software
17.4%
Telecommunications
4.3%
Research
4.3%
Internet
4.3%
Other
41.3%
Alternatives
Discussions
Google Cloud Natural Language API has no discussions with answers
NLTK has no discussions with answers
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
