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Heroku VS Amazon Comprehend

Compare Heroku VS Amazon Comprehend and see what are their differences

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Heroku logo Heroku

Agile deployment platform for Ruby, Node.js, Clojure, Java, Python, and Scala. Setup takes only minutes and deploys are instant through git. Leave tedious server maintenance to Heroku and focus on your code.

Amazon Comprehend logo Amazon Comprehend

Discover insights and relationships in text
  • Heroku Landing page
    Landing page //
    2023-10-05
  • Amazon Comprehend Landing page
    Landing page //
    2022-02-01

Heroku features and specs

  • Ease of Use
    Heroku offers an extremely user-friendly interface and a high level of abstraction, making it easy for developers to deploy, manage, and scale applications without worrying about the underlying infrastructure.
  • Quick Deployment
    One of Heroku’s strongest points is the ability to deploy applications quickly using Git. Developers can push their code to Heroku with a simple command, streamlining the entire process.
  • Scalability
    Heroku provides effortless scaling options by allowing developers to add more dynos (containers) with a single command to handle increased traffic and workload.
  • Add-Ons Ecosystem
    Heroku offers a rich ecosystem of add-ons, such as databases, caching, monitoring, and more, which can be easily integrated into applications to extend their functionality.
  • Automatic Updates
    Heroku automatically handles operating system and server updates, allowing developers to focus solely on their application code rather than maintenance tasks.
  • Free Tier
    Heroku offers a free tier with sufficient resources to host small projects and learn the platform without incurring costs, making it accessible for beginners and small-scale applications.

Possible disadvantages of Heroku

  • Cost
    While Heroku offers a free tier, the costs can quickly add up for larger applications and professional use. Paid plans and additional dynos or add-ons can become expensive.
  • Performance
    Heroku’s performance can sometimes be suboptimal compared to other cloud providers, particularly when running high-performance or resource-intensive applications.
  • Limited Control
    Heroku abstracts away a lot of infrastructure management, which can be a downside for developers who need fine-grained control over their environments and configurations.
  • Dyno Sleeping
    Applications running on Heroku’s free tier experience 'dyno sleeping,' where the application goes to sleep after 30 minutes of inactivity, causing a delay when it wakes up after receiving a new request.
  • Vendor Lock-In
    Relying heavily on Heroku’s ecosystem and platform-specific features can lead to vendor lock-in, making it challenging to migrate to another platform if needed.
  • Add-On Costs
    The costs for add-ons can also become significant, as many useful features and integrations require paid add-ons, increasing the overall expense.

Amazon Comprehend features and specs

  • Scalability
    Amazon Comprehend can scale with your needs from small projects to large-scale enterprise applications without the need for manual intervention.
  • Integration
    It integrates seamlessly with other AWS services like S3, Lambda, and Redshift, making it easier to build comprehensive data processing and analysis pipelines.
  • Multi-Language Support
    Supports multiple languages, including English, Spanish, French, German, and many more, catering to a global audience.
  • Advanced Features
    Offers advanced features such as sentiment analysis, entity recognition, topic modeling, and custom entity recognition, which add significant value.
  • Ease of Use
    User-friendly API and documentation make it straightforward for developers to implement and utilize its functionalities.

Possible disadvantages of Amazon Comprehend

  • Cost
    The service can become expensive, especially for high-volume processing and real-time analysis tasks, which may not be cost-effective for smaller businesses.
  • Limited Customization
    While it offers custom entity recognition, the overall customization options are fairly limited compared to some on-premises or open-source solutions.
  • Data Privacy Concerns
    Sending sensitive data to a third-party cloud service may raise privacy and compliance concerns, especially for industries with strict data protection regulations.
  • Dependency on AWS Ecosystem
    Businesses that do not already use AWS services may find it less convenient to integrate and utilize, potentially creating vendor lock-in.
  • Latency
    For real-time applications, the latency involved in sending data to and from AWS servers can be a drawback, affecting performance.

Heroku videos

+ Add

What is Heroku | Ask a Dev Episode 14

More videos:

Amazon Comprehend videos

+ Add

Building Text Analytics Applications on AWS using Amazon Comprehend - AWS Online Tech Talks

More videos:

  • Tutorial - How to Analyse Text with Amazon Comprehend - Sentiment Analysis and Entity Extraction tutorial
  • Review - Analyzing Text with Amazon Elasticsearch Service and Amazon Comprehend - AWS Online Tech Talks

Category Popularity

0-100% (relative to Heroku and Amazon Comprehend)

Heroku

Amazon Comprehend

Cloud Computing
100 100%
Cloud Computing
0% 0
Spreadsheets
0 0%
Spreadsheets
100% 100
Cloud Hosting
100 100%
Cloud Hosting
0% 0
NLP And Text Analytics
0 0%
NLP And Text Analytics
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Heroku and Amazon Comprehend

Heroku Reviews

  1. mark-mercer
    Useful Cloud Platform

    Great service to build, run and manage applications entirely in the cloud!

    🏁 Competitors: Amazon AWS, Dokku on Digital Ocean, Firebase
    👍 Pros:    Easy user interface|Good customer service|Multi-language cloud application platform
    👎 Cons:    Limitation with some addons|Low network performance
  2. jamestelford
    · Full Stack Developer at OutDev ·
    🏁 Competitors: Docker, Amazon AWS
    👍 Pros:    Powerful development environments|Great value for the money|Great customer support|Paas
10 Top Firebase Alternatives to Ignite Your Development in 2024
Heroku’s focus on simplicity and developer experience makes it a perfect fit for those who want to focus on building their apps, not babysitting servers. Startups and small businesses, in particular, can benefit from Heroku’s ability to accelerate development and deployment, allowing them to get their ideas to market faster.
Source: genezio.com
2023 Firebase Alternatives: Top 10 Open-Source & Free
Heroku Postgres – Majority of businesses like Heroku because of its SQL database support. Yes, PostgreSQL as a service is an appealing product of this PaaS vendor with quick deployment approaches.
Source: digitalcruch.com
5 Free Heroku Alternatives with Free Plan for Developers
Koyeb is a decent alternative to Heroku that you can consider for hosting or deploying your web apps and APIs. It has all the features of Heroku that you will need for your projects. So far, I have not encountered an importer tool for migrating Heroku deployments but I am sure doing that manually will not be that hard. Just like Heroku it offers you an intuitive web UI as...
Source: www.ilovefreesoftware.com
Choosing the best Next.js hosting platform
However, there are a few disadvantages to Heroku. First of all, despite its build pack, Heroku will run your project as a Node.js application. As a result, you will lose some of Next.js’ most interesting features, such as Incremental Static Regeneration. Analytics are replaced by metrics and measured throughput, response time, and memory usage (only on paid plans).
Source: blog.logrocket.com
Top 10 Netlify Alternatives
Heroku is another alternative to Netlify that doesn’t only host static websites but has the ability to host dynamic websites. This PaaS platform was launched in 2007 and conferred highly scalable features to deploy, host and launch applications.
Source: blog.back4app.com

Amazon Comprehend Reviews

We have no reviews of Amazon Comprehend yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Heroku should be more popular than Amazon Comprehend. It has been mentiond 73 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Heroku mentions (73)

  • How to deploy your web application? 3 different approaches to consider (+1 bonus)
    Providers include Digital Ocean, Heroku or Render for example. - Source: dev.to / 7 months ago
  • Heroku Reviews Apps prevent delivering bugs on production
    Review Apps run the code in any GitHub PR in a complete, disposable Heroku application. Review Apps each have a unique URL you can share. It’s then super easy for anyone to try the new code. - Source: dev.to / 12 months ago
  • How to keep an HTTP connection alive for 9 hours
    The app is deployed to Heroku and when it came time to switch the mode to email-on-account-creation mode, it was a very simple environment change:. - Source: dev.to / over 1 year ago
  • How to Process Scheduled Queue Jobs in Node.js with BullMQ and Redis on Heroku
    Heroku is a cloud platform that makes it easy to deploy and scale web applications. It provides a number of features that make it ideal for deploying background job applications, including:. - Source: dev.to / almost 2 years ago
  • I made a Bot.. How do I use it?
    Once you've created it you can host it locally (this means leaving the program running on your computer) or host it through a service online. I haven't personally tried this yet, but I believe you can use a site like heroku.com or other similar services. Source: almost 2 years ago
View more

Amazon Comprehend mentions (23)

  • Building a RAG System for Video Content Search and Analysis
    Speech-to-Text Conversion: The AudioProcessing class extracts and processes audio using Amazon Transcribe StartTranscriptionJob API . With IdentifyMultipleLanguages as True , Transcribe uses Amazon Comprehend to identify the language in the audio, If you know the language of your media file, specify it using the LanguageCode parameter. - Source: dev.to / about 1 month ago
  • Build a Smart Chatbot with AWS Lambda, Lex, and Enhanced Sentiment Analysis - (Let's Build 🏗️ Series)
    To learn more about Amazon Comprehend: Official Page. - Source: dev.to / 6 months ago
  • Amazon Comprehend for Text and Document Analysis
    Reference : https://aws.amazon.com/comprehend/. - Source: dev.to / 6 months ago
  • Challenging the AWS AI Practitioner Beta - My exam experience and insights
    The exam also tests your knowledge of other managed AWS AI services, like Comprehend and Transcribe. These questions generally focused on identifying the appropriate service for a given scenario, which aligns more with the foundational category of the exam. - Source: dev.to / 9 months ago
  • Building Serverless Applications with AWS - Data
    Would you like additional capabilities like connecting to Machine Learning, Dashboards and Quicksight and leveraging other tools like Comprehend. - Source: dev.to / almost 2 years ago
View more

What are some alternatives?

When comparing Heroku and Amazon Comprehend, you can also consider the following products

DigitalOcean - Simplifying cloud hosting. Deploy an SSD cloud server in 55 seconds.

spaCy - spaCy is a library for advanced natural language processing in Python and Cython.

Linode - We make it simple to develop, deploy, and scale cloud infrastructure at the best price-to-performance ratio in the market.

FuzzyWuzzy - FuzzyWuzzy is a Fuzzy String Matching in Python that uses Levenshtein Distance to calculate the differences between sequences.

Amazon AWS - Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

Google Cloud Natural Language API - Natural language API using Google machine learning

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