Best AWS Marketplace Software - Page 28

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,487

Category Stats (Sep 2026)

  • Average Rating: 4.39/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Parallel Task API (+2.42%) - Among all products in this category, Parallel Task API recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,200+ Authentic Reviews
  • 2,487+ 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.

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?

  • Seller: TurnKey GNU/Linux
  • Year Founded: 2008
  • HQ Location: Ra'anana, Central District
  • Twitter: @turnkeylinux
    934 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

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?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

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?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

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?

  • Seller: Amazon Web Services (AWS)
  • Year Founded: 2006
  • HQ Location: Seattle, WA
  • Twitter: @awscloud
    2,232,483 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    147,094 employees on LinkedIn®
  • Ownership: NASDAQ: AMZN

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?

  • Seller: TurnKey GNU/Linux
  • Year Founded: 2008
  • HQ Location: Ra'anana, Central District
  • Twitter: @turnkeylinux
    934 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Etherpad?

What Are G2 Users Discussing About Etherpad?

ETHoS.

ETHoS™ is an AI-driven precision care platform developed by Standpoint Software, designed to enhance the performance of physician-led care teams in perioperative settings. By integrating machine learning with real-time data from hospital systems, ETHoS™ provides deep insights into clinical quality, cost, and team effectiveness, enabling healthcare professionals to make informed decisions that improve patient outcomes and reduce operational expenses. Key Features and Functionality: - Augmented Intelligence: Utilizes machine learning to analyze data from hospital sources, identifying opportunities to optimize team connectivity and patient care pathways. - Real-Time Communication: Offers a secure, social-like mobile interface that facilitates efficient coordination and collaboration among care team members during patient care episodes. - Performance Tracking: Monitors patient cases in real-time, providing actionable insights to improve care quality and cost-effectiveness. - Data Integration: Seamlessly integrates with existing hospital clinical, supply chain, and financial systems to provide comprehensive analytics. Primary Value and Problem Solved: ETHoS™ addresses critical challenges in perioperative care, including communication errors, unwarranted clinical variations, and coordination inefficiencies. By providing real-time, data-driven insights and facilitating effective team collaboration, ETHoS™ empowers physicians and care teams to enhance patient outcomes, reduce operational and clinical expenses, and improve overall care performance.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind ETHoS.?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of ETHoS.?

What Are G2 Users Discussing About ETHoS.?

EZOPS Standard Recon

EZOPS is revolutionizing the industry with software that intelligently automates repeatable actions, checks for errors, and offers insights that users might miss on their own.

Average Rating: 3.5/5.0

Total Reviews: 1

How Do G2 Users Rate EZOPS Standard Recon?

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

Who Is the Company Behind EZOPS Standard Recon?

  • Seller: EZOPS
  • Year Founded: 2014
  • HQ Location: Paris, Île-de-France, France
  • Twitter: @ezopsinc
    83 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    638 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

F5 Always-On Service Ð Professional Services, Monitoring, 24x7 Support

F5 Always-On offers ongoing professional services, expert consulting, device monitoring, and 24x7x365 support for F5 solutions. A block of service credits (min. 100 billable hours) can be used for projects, maintenance, upgrades, & emergency response for F5 BIG-IP – across all popular modules.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind F5 Always-On Service Ð Professional Services, Monitoring, 24x7 Support?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of F5 Always-On Service Ð Professional Services, Monitoring, 24x7 Support?

F5 Beacon

F5 Beacon is a Software-as-a-Service solution designed to provide comprehensive, end-to-end visibility into an organization's application landscape. By aggregating telemetry data from various sources—including F5's BIG-IP, NGINX, and third-party technologies—Beacon delivers actionable insights that facilitate troubleshooting and informed decision-making for application owners and IT operations professionals. This application-centric approach enables organizations to focus on enhancing application performance and user experience without the need for extensive integration efforts. Key Features and Functionality: - Comprehensive Application Visibility: Beacon ingests telemetry data from multiple sources to provide a holistic view of application topologies, dependencies, user experience, health, and performance. - Actionable Insights: Through its open and extensible platform, Beacon offers insights that assist in anomaly detection, root cause analysis, and security compliance, enabling proactive management of application health. - Integration with Diverse Ecosystems: Beacon seamlessly integrates with F5's portfolio, including BIG-IP and NGINX, as well as third-party technologies, ensuring broad compatibility across various deployment environments. - Application-Centric Analytics: By orienting data and analytics around individual applications, Beacon allows organizations to concentrate efforts on improving specific application performance and end-user experience. Primary Value and Problem Solved: F5 Beacon addresses the critical challenge of achieving end-to-end visibility in complex, multi-cloud application environments. By consolidating telemetry data from diverse sources, it provides a unified view of application health and performance, enabling organizations to: - Enhance Decision-Making: Access to comprehensive insights allows for informed decisions regarding application management and optimization. - Improve User Experience: Proactive monitoring and analysis help in identifying and resolving issues promptly, leading to a better end-user experience. - Streamline Operations: The application-centric approach reduces the complexity of managing multiple applications across different environments, thereby increasing operational efficiency. By offering these capabilities, F5 Beacon empowers organizations to maintain robust, high-performing applications that meet the demands of today's digital landscape.

Average Rating: 4.9/5.0

Total Reviews: 5

How Do G2 Users Rate F5 Beacon?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 9.4/10 (Category avg: 8.5/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 8.9/10 (Category avg: 8.7/10)

Who Is the Company Behind F5 Beacon?

  • Seller: F5
  • HQ Location: Seattle, Washington
  • Twitter: @F5Networks
    1,385 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,247 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Large, 20% Medium

What Do G2 Reviewers Say About F5 Beacon?

AI-generated summary from verified user reviews

Pros
  • Users value the application-centric monitoring provided by F5 Beacon, appreciating its multi-cloud and distributed support.
  • Users appreciate the monitoring ease of F5 Beacon through its unified application-centric interface and multi-cloud support.
Cons
  • Users find the initial configuration complex, making it challenging for smaller organizations to implement effectively.
  • Users find the initial configuration complex, making it challenging for smaller organizations to utilize F5 Beacon effectively.
  • Users find the F5 Beacon expensive, especially smaller organizations facing budget constraints.

What Are Recent G2 Reviews of F5 Beacon?

What Are G2 Users Discussing About F5 Beacon?

F5 Training Unit

F5 Training Units can be used to order any of the F5 Education Services offerings.Offers fast and flexible access to F5 training courses, Covers the entire F5 Education Services portfolio

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate F5 Training Unit?

  • 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 F5 Training Unit?

  • Seller: F5
  • HQ Location: Seattle, Washington
  • Twitter: @F5Networks
    1,385 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,247 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of F5 Training Unit?

What Are G2 Users Discussing About F5 Training Unit?

Face and License Plate Anonymizer

NavInfo Europe's face and license plate anonymizer detects and blurs recognisable faces and license plates in images. The blurring of faces and license plates helps to reach global privacy standards. The models are trained using images taken from a dashcam. For any specific solution, contact us to create a model to solve your needs The average precision, average recall and F1-score for License Plates are 98.5, 99.42 and 98.96 respectively . For faces these are 95.59, 98.05 and 96.80 respectively. Validation sets used: CCPD validation set for license plates and IJB-C validation set for faces.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Face and License Plate Anonymizer?

  • Quality of Support: 9.2/10 (Category avg: 8.5/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Face and License Plate Anonymizer?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Face and License Plate Anonymizer?

Feature Selection for Machine Learning

The solution runs user specified feature selection tasks on input data and provides relevant features as output.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Feature Selection for Machine Learning?

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

Who Is the Company Behind Feature Selection for Machine Learning?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • Twitter: @Stelligent
    1,106 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Feature Selection for Machine Learning?

(Federal) VM-Series Next-Generation Firewall Bundle 2

The VM-Series next-generation firewall with USG support license allows you to embed inline threat prevention into your application development workflows in AWS Gov regions. Native AWS services combined with VM-Series automation features allow you to create "touchless" deployments

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate (Federal) VM-Series Next-Generation Firewall Bundle 2?

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

Who Is the Company Behind (Federal) VM-Series Next-Generation Firewall Bundle 2?

  • Seller: Palo Alto Networks
  • Year Founded: 2005
  • HQ Location: Santa Clara, CA
  • Twitter: @PaloAltoNtwks
    128,951 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    23,492 employees on LinkedIn®
  • Ownership: NYSE: PANW

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of (Federal) VM-Series Next-Generation Firewall Bundle 2?

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