Best AWS Marketplace Software - Page 27

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,450

Category Stats (Nov 2026)

  • Average Rating: 4.39/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: GPT-2 XL - Text generation (+3.21%) - Among all products in this category, GPT-2 XL - Text generation recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,300+ Authentic Reviews
  • 2,450+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

DeepInsights Text Comprehend

Text Comprehend is a Natural Language Understanding solution that help users comprehend a passage of text. This is a state-of-the-art context aware, factoid model with bi-directional attention for comprehension. A deep contextualized embedding is used for distributed word representation. The output of the model will be a sub-string of words of variable length from the context passage.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate DeepInsights Text Comprehend?

  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind DeepInsights Text Comprehend?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About DeepInsights Text Comprehend?

AI-generated summary from verified user reviews

Pros
  • Users value the high performance of DeepInsights Text Comprehend for its speed and accuracy in information extraction.
  • Users value the plugin support of DeepInsights Text Comprehend, making integration and usability seamless across various applications.
  • Users value the accuracy and reliability of DeepInsights Text Comprehend for extracting meaningful information swiftly.
  • Users value the scalability of DeepInsights Text Comprehend, enabling them to manage growing data needs effectively.
Cons
  • Users find the complex coding of DeepInsights Text Comprehend makes it challenging to achieve accurate results.
  • Users find the costs quite high for processing large volumes of text, affecting overall value for money.
  • Users find the limited customization options in DeepInsights Text Comprehend restrict their ability to tailor the tool effectively.

What Are Recent G2 Reviews of DeepInsights Text Comprehend?

DFTWorks HPC-Materials

Quantum ESPRESSO is an open-source first-principles density functional theory materials modeling package and is based on the implementation scheme of plane waves and pseudopotentials.

Average Rating: 2.5/5.0

Total Reviews: 1

How Do G2 Users Rate DFTWorks HPC-Materials?

  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind DFTWorks HPC-Materials?

Who Uses This Product?

  • Company Size: 100% Small

DigiCaster

This product enables broadcasters to speed up the transition of over-the-air delivery to ATSC 3.0 next generation television services via cloud platform. Digicaster contains all necessary software components to enable IP data distribution on broadcast network adhering ATSC 3.0 standard. Digicaster take myraids of digital data including linear AV stream from encoders, electronic guides, apps, music.firmware etc. and bundles them into one studio-to-tranmitter link stream for synchronized delivery to multiple tranmitter sites.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate DigiCaster?

  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Use: 5.0/10 (Category avg: 8.7/10)

Who Is the Company Behind DigiCaster?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of DigiCaster?

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Dilution Prevention

Identify customers most likely to purchase discounted upgrades to travel in premium cabins leading to decrease in flight revenue.

Average Rating: 3.0/5.0

Total Reviews: 1

How Do G2 Users Rate Dilution Prevention?

  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Dilution Prevention?

Who Uses This Product?

  • Company Size: 100% Medium

DistilBERT Base Uncased

This is a Sentence Pair Classification model built upon a Text Embedding model from PyTorch Hub

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate DistilBERT Base Uncased?

  • Quality of Support: 6.7/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind DistilBERT Base Uncased?

Who Uses This Product?

  • Company Size: 100% Medium

What Do G2 Reviewers Say About DistilBERT Base Uncased?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the speed and efficiency of DistilBERT, enjoying its lightweight performance in NLP tasks.
  • Users appreciate the speed and lightweight performance of DistilBERT, enhancing efficiency in NLP tasks without heavy resource demands.

What Are Recent G2 Reviews of DistilBERT Base Uncased?

Docker Community Edition On Ubuntu 20 OneClick

Docker Community Edition On Ubuntu 20 OneClick

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Docker Community Edition On Ubuntu 20 OneClick?

  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Docker Community Edition On Ubuntu 20 OneClick?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Docker Community Edition On Ubuntu 20 OneClick?

Docker Community Engine on Ubuntu 20.04 LTS

Docker Community Engine on Ubuntu 20.04 LTS is a pre-configured Amazon Machine Image (AMI) designed to facilitate the deployment and management of containerized applications within the AWS Cloud. This solution integrates Docker's containerization capabilities with the stability and security of Ubuntu 20.04 LTS, providing developers and small teams with an efficient platform for building, shipping, and running applications in isolated environments. By leveraging this AMI, users can quickly set up a secure Docker environment, enabling rapid development cycles and streamlined application deployment processes. Key Features and Functionality: - Optimized Docker Environment: The AMI comes with the latest Docker Community Edition, offering built-in orchestration, networking, and security features to manage containers effectively. - Easy Deployment: Pre-configured for immediate use, it allows for quick installation and deployment of Docker on both bare metal servers and virtual machines within the AWS infrastructure. - Scalability and Flexibility: Supports dynamic workload management, enabling users to scale applications up or down in near real-time based on business needs. - Security Enhancements: Incorporates Ubuntu 20.04 LTS security features, including AppArmor and regular security updates, to protect containerized applications. - Integration with AWS Services: Seamlessly integrates with AWS services, allowing for the provisioning and auto-configuration of load balancers and deployment of secure Docker clusters across multiple availability zones. Primary Value and Problem Solved: This product addresses the challenges of setting up and managing containerized applications by providing a ready-to-use Docker environment on a stable and secure operating system. It simplifies the deployment process, reduces the time between code development and production, and offers a scalable solution that adapts to varying workload demands. By combining Docker's containerization technology with Ubuntu 20.04 LTS and AWS's cloud infrastructure, users gain a reliable and efficient platform for developing, testing, and deploying applications, ultimately enhancing operational efficiency and reducing costs.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Docker Community Engine on Ubuntu 20.04 LTS?

  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Docker Community Engine on Ubuntu 20.04 LTS?

Who Uses This Product?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Docker Community Engine on Ubuntu 20.04 LTS?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of Docker CE on Ubuntu 20.04 LTS to be exceptional, enhancing their setup experience.
  • Users appreciate the easy installation of Docker Community Engine on Ubuntu 20.04 LTS, thanks to clear documentation.
  • Users appreciate the smoother integration of Docker CE with Ubuntu 20.04 LTS, benefiting from a straightforward installation process.
Cons
  • Users note that the learning curve is steep, particularly for beginners struggling with concepts like orchestration and networking.
  • Users note that learning Docker concepts, like container orchestration and networking, can be difficult for beginners.

What Are Recent G2 Reviews of Docker Community Engine on Ubuntu 20.04 LTS?

Docker on AlmaLinux 8

Docker community edition allows for self-managed Docker deployments including Docker swarm setups.All of our Docker images provide full support to make sure you can get up and running properly.Every Docker image is updated at launch with the up to the minute security upgrades and patches making sure you are always running the most secure version available. Pre-configured with Docker 19; all pre-configured and ready to run your code.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Docker on AlmaLinux 8?

  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Docker on AlmaLinux 8?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Docker on AlmaLinux 8?

Drupal 8 - Content Management Framework

The LEPP stack is an open-source web platform comprising Linux, Nginx, PostgreSQL, and PHP, designed for developing and deploying high-performance web applications. It offers a robust and reliable foundation for dynamic websites and servers, providing an alternative to traditional LAMP or LEMP stacks. Key Features and Functionality: - Pre-configured Containers: The TurnKey LEPP stack consists of three Docker-style containers—a front-facing reverse proxy (Nginx), a database server (PostgreSQL), and a PHP-FPM container—pre-configured for seamless interaction. - Automatic Initialization: The database is automatically initialized for the respective application, and the Nginx web server automatically picks up the required virtual host from the designated volume. - Flexible Deployment: Currently available for deployment on AWS ECS via the AWS Marketplace, facilitating easy cloud integration. Primary Value and User Solutions: The LEPP stack provides developers with a ready-to-use, high-performance environment for web application development and deployment. Its pre-configured nature reduces setup time and complexity, allowing users to focus on application development rather than infrastructure management. By leveraging PostgreSQL, it caters to applications requiring advanced database features and scalability.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Drupal 8 - Content Management Framework?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Drupal 8 - Content Management Framework?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Drupal 8 - Content Management Framework?

What Are G2 Users Discussing About Drupal 8 - Content Management Framework?

dsTest - Network Test/Simulation

dsTest is a comprehensive software platform designed to facilitate the testing and validation of 3G, 4G, and 5G core and edge networks. It enables network equipment manufacturers and service providers to reduce time-to-market for new services while ensuring network quality and performance are maintained. By simulating real-world subscriber behavior and network conditions, dsTest allows users to assess network performance, capacity, and compliance with industry standards before deployment. Its flexible architecture supports various deployment options, including virtual machines, containers, and bare metal environments, making it adaptable to diverse testing scenarios. Key Features and Functionality: - Comprehensive Protocol Support: dsTest supports a wide range of protocols, including Diameter, GTP, SIP, and HTTP, facilitating thorough testing across different network interfaces. - Client Simulation and Server Emulation: The platform offers client simulators to test server network elements' capacity and performance, as well as server emulators to provide network services for testbeds. - Automated Testing Workflows: Integration with CI/CD pipelines through RESTful APIs allows for automated validation processes, accelerating time-to-market and reducing manual effort. - Real-Time Monitoring and Reporting: dsTest provides real-time KPIs, logs, and customizable reporting features, enabling users to monitor tests as they run and analyze results effectively. - Flexible Deployment Options: The software can be deployed across virtual machines, containers, and bare metal setups, ensuring seamless integration into various lab environments. Primary Value and Problem Solved: dsTest addresses the critical need for reliable and efficient network testing in the rapidly evolving telecommunications landscape. By emulating millions of subscribers and simulating real-world scenarios, it allows network operators to validate network behavior under stress conditions, ensuring service quality and protocol compliance. This proactive approach minimizes post-launch issues, reduces operational costs by replacing manual testing with automated workflows, and accelerates the deployment of new services. Ultimately, dsTest empowers organizations to deliver robust and high-performing network services to their customers.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate dsTest - Network Test/Simulation?

  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind dsTest - Network Test/Simulation?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of dsTest - Network Test/Simulation?

Echo

Vulnerability-free container base images that are automatically patched, hardened, and FIPS-validated.

Average Rating: 5.0/5.0

Total Reviews: 10

How Do G2 Users Rate Echo?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.7/10 (Category avg: 8.6/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Echo?

  • Seller: Echo
  • Company Website:
  • Year Founded: 2025
  • HQ Location: New York
  • LinkedIn® Page: www.linkedin.com
    80 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 70% Medium, 20% Small

What Do G2 Reviewers Say About Echo?

AI-generated summary from verified user reviews

Pros
  • Users value the automation of vulnerability remediation in Echo, enhancing security while freeing up engineers for more critical tasks.
  • Users value the seamless cloud integration of Echo, enhancing security and efficiency in their workflows.
  • Users value the seamless integration and automated compliance of Echo, enhancing security while boosting engineering productivity.
  • Users value the automated remediation guidance of Echo, enhancing security and saving time for engineers to focus on value creation.
  • Users value how Echo provides effective risk management by automating vulnerability remediation and ensuring compliance effortlessly.

What Are Recent G2 Reviews of Echo?

EfficientNet B0 Lite

It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises images of different classes. The model predicts classes including the additional class for background. TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate EfficientNet B0 Lite?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.7/10)
  • Quality of Support: 6.7/10 (Category avg: 8.5/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind EfficientNet B0 Lite?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of EfficientNet B0 Lite?

EfficientNet B5

This is a Image Classification model from TensorFlow Hub

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate EfficientNet B5?

  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind EfficientNet B5?

Who Uses This Product?

  • Company Size: 100% Medium

ELECTRA-Base++ TensorFlow Hub Sentence Pair Classification

This is a Sentence Pair Classification model built upon a Text Embedding model from TensorFlow Hub

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate ELECTRA-Base++ TensorFlow Hub Sentence Pair Classification?

  • Quality of Support: 3.3/10 (Category avg: 8.5/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind ELECTRA-Base++ TensorFlow Hub Sentence Pair Classification?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of ELECTRA-Base++ TensorFlow Hub Sentence Pair Classification?

Etherpad

Etherpad Lite is an open-source, web-based collaborative real-time editor that enables multiple users to simultaneously edit a text document, with each participant's contributions displayed in real-time. This lightweight version of the original Etherpad is built on Node.js, offering improved performance and reduced resource consumption, making it suitable for a wide range of applications. Key Features and Functionality: - Real-Time Collaboration: Multiple users can edit documents simultaneously, with changes instantly visible to all participants. - Customization Through Plugins: With over 290 plugins available, users can tailor Etherpad Lite to their specific needs, adding functionalities such as video calls, file uploads, and more. - Extensive Language Support: The platform supports 105 languages, facilitating global collaboration. - Data Import/Export: Users can import and export documents in various formats, including plain text, HTML, Open Document, Microsoft Word, and PDF. - API Access: A well-documented HTTP API allows for integration with other applications, enabling management of pads, users, and groups programmatically. Primary Value and User Solutions: Etherpad Lite addresses the need for efficient, real-time collaborative editing by providing a platform where users can work together seamlessly without the delays associated with traditional document sharing methods. Its lightweight architecture ensures quick setup and minimal resource usage, making it accessible for both individual users and organizations. The extensive plugin ecosystem and API support allow for high customization and integration, catering to diverse user requirements. By eliminating the need for constant back-and-forth communication and version control issues, Etherpad Lite enhances productivity and streamlines collaborative workflows.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Etherpad?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Etherpad?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Etherpad?

What Are G2 Users Discussing About Etherpad?

Neeraja Prakash
NP
Researched and written by Neeraja Prakash
Updated June 16, 2025