# Best AWS Marketplace Software - Page 89

## How Many AWS Marketplace Software Products Does G2 Track?

**Total Products under this Category:** 2,544

### Category Stats (Jul 2026)

- **Average Rating:** 4.4/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** ELK Kubernetes Container Solution Stack (+1.95%) - Among all products in this category, ELK Kubernetes Container Solution Stack recorded the largest rating increase compared to last month

_Last updated: July 31, 2026_

## How Does G2 Rank AWS Marketplace Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 29,700+ Authentic Reviews
- 2,544+ 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.

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### Fortinet Managed Rules for AWS WAF

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[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2598&secure%5Bchosen_at%5D=2026-07-31T15%3A33%3A08Z&secure%5Bdisplayable_resource_id%5D=2598&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2598&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=145276&secure%5Bresource_id%5D=2598&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Faws-marketplace%3Fpage%3D89&secure%5Btoken%5D=fdd994882b84431bec206ffb188e7ca5acb52c48a150650be5bdf1d558da4cdc&secure%5Burl%5D=https%3A%2F%2Fwaf-security.com%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_id%3Ddirect-publisher&secure%5Burl_type%5D=custom_url)

### [Heart Transplant Disease State Predictor](https://www.g2.com/products/heart-transplant-disease-state-predictor/reviews)

The Heart Transplant Disease State Predictor is an advanced machine learning model designed to assess and predict the health status of patients undergoing heart transplantation. By analyzing a comprehensive set of patient-specific variables, this tool provides clinicians with valuable insights into potential post-transplant outcomes, facilitating informed decision-making and personalized patient care. Key Features and Functionality: - Predictive Analytics: Utilizes machine learning algorithms to forecast patient survival rates and potential complications following heart transplantation. - Comprehensive Data Analysis: Incorporates a wide range of recipient and donor variables, including functional status, hematocrit levels, albumin levels, body mass index, cardiac output, and waiting list duration, to enhance prediction accuracy. - Model Performance: Achieves high predictive accuracy, with models demonstrating an Area Under the Curve of up to 0.825, surpassing traditional risk assessment tools. Primary Value and User Benefits: The Heart Transplant Disease State Predictor addresses the critical need for precise risk stratification in heart transplant patients. By leveraging machine learning, it offers a more nuanced and individualized assessment of post-transplant mortality risk compared to conventional models. This enables healthcare providers to tailor treatment plans, optimize resource allocation, and ultimately improve patient outcomes in heart transplantation scenarios.

#### Who Is the Company Behind Heart Transplant Disease State Predictor?

- **Seller:** [Perception Health](https://www.g2.com/sellers/perception-health-7f0509e4-bcec-4853-8ae3-d412fad8819c)
- **Year Founded:** 2014
- **HQ Location:** Franklin, Tennessee
- **Twitter:** @perceptionheal  
245 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c64032f71b83d425f1e5258372761a5f400dca020db70f6b945665ef86394324&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperception-health&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

### [Helpdesk ticket classification](https://www.g2.com/products/helpdesk-ticket-classification/reviews)

A high frequency of issues can generate an overwhelming number of tickets and incorrect delegation to teams to handle them. This leads to a spike in MTTR (mean time taken to resolve) and a dip in FCR (First Call Resolution). The solution mitigates these issues by training a multi-factor ML model that considers factors like ticket impact, urgency, priority, issue description and other features to predict the most relevant group to resolve a ticket. A pool of models is run through data to select the most generalizable model for the ticket classification task.

#### Who Is the Company Behind Helpdesk ticket classification?

- **Seller:** [Mphasis](https://www.g2.com/sellers/mphasis-5a2b4772-cd1c-4cbd-bf88-54fc79a85d25)
- **Year Founded:** 2007
- **HQ Location:** Reston, VA
- **Twitter:** @Stelligent  
1,106 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ace0aa7310e9fd4ef0facca25c9ef8b08d319acab135d8d95d5c03e74d84f199&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F220927&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

### [Herefordshire Enterprise Platform #1](https://www.g2.com/products/herefordshire-enterprise-platform-1/reviews)

Herefordshire Enterprise Platform #1 is a comprehensive Drupal 7 content management system (CMS) designed to streamline website development and management. It comes pre-configured with a wide array of updated Drupal modules, including advanced forum, blog, Ubercart e-commerce system, internationalization, Google Maps integration, spam control, views, panels, media, metatags quick, migrate, chaos tools, CCK, webform, and XML sitemap. The platform is built on Ubuntu 14.04 LTS and is optimized for deployment on Amazon Web Services (AWS), ensuring scalability and reliability. Key Features and Functionality: - Automated Updates: The system is configured to perform automatic updates for both Drupal core and modules on a weekly basis, with daily security updates, ensuring the platform remains secure and up-to-date. - Comprehensive Module Suite: Includes a diverse set of pre-installed modules such as advanced forum, blog, Ubercart for e-commerce, internationalization, Google Maps integration, spam control, views, panels, media, metatags quick, migrate, chaos tools, CCK, webform, and XML sitemap, providing extensive functionality out of the box. - Security Enhancements: Features the Xenofile Country Blocker, a user-friendly web interface that allows for the blocking of IP address ranges by geographical location, with default settings blocking access from Russia and China to the website's public pages. - Automated System Maintenance: The underlying Ubuntu system is configured to run security updates automatically, reducing the need for manual system administration. Primary Value and User Solutions: Herefordshire Enterprise Platform #1 offers a robust and secure environment for website owners and developers, minimizing the complexities associated with system maintenance and security management. By automating updates and providing a rich set of modules, it enables users to focus on content creation and business operations rather than technical upkeep. The inclusion of security features like the Xenofile Country Blocker enhances protection against unauthorized access, making it particularly suitable for businesses handling sensitive information or operating in regions with specific security concerns. Overall, this platform delivers a cost-effective, self-managing server solution capable of supporting demanding e-commerce workloads.

#### Who Is the Company Behind Herefordshire Enterprise Platform #1?

- **Seller:** [Your Shop Online](https://www.g2.com/sellers/your-shop-online)
- **HQ Location:** Banbury, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=9b5d4b572d35520e9fafae2d276c349588b6e668e76fd6c1fd815f9b8ea82ff9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fyour-shop-online&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Hierarchical annotations](https://www.g2.com/products/hierarchical-annotations/reviews)

Hierarchical Annotations is a sophisticated data labeling solution designed to streamline the creation of complex, multi-level annotations for machine learning datasets. By enabling the structuring of labels in a hierarchical manner, it facilitates the development of more accurate and context-aware machine learning models. Key Features and Functionality: - Multi-Level Labeling: Supports the creation of nested annotations, allowing for detailed and organized labeling structures. - Flexible Taxonomies: Enables the definition of custom hierarchical label taxonomies tailored to specific project requirements. - Integration with AWS Services: Seamlessly integrates with Amazon SageMaker Ground Truth and AWS Step Functions to automate complex labeling workflows. - Quality Assurance Mechanisms: Incorporates automated quality checks and human review steps to ensure high-quality annotations. - Scalability: Designed to handle large datasets efficiently, making it suitable for enterprise-level machine learning projects. Primary Value and Problem Solved: Hierarchical Annotations addresses the challenge of creating detailed and structured labels for complex datasets, which is crucial for training high-performing machine learning models. By automating and organizing the labeling process, it reduces manual effort, minimizes errors, and enhances the overall quality of the training data. This leads to more accurate model predictions and improved performance in real-world applications.

#### Who Is the Company Behind Hierarchical annotations?

- **Seller:** [Objectways Technologies](https://www.g2.com/sellers/objectways-technologies-b19f2271-2f71-4bf2-8992-f6c8ba80096b)
- **Year Founded:** 2014
- **HQ Location:** Scottsdale, US
- **Twitter:** @objectways  
64 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d5f5a99cda56bfe6021a203bbd89a7cdd9384640d5799d72804a3f07e5bc2113&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fobjectways%2F&secure%5Burl_type%5D=linkedin_company_website)  
1,584 employees on LinkedIn®

### [HighIQ Intelligent Automation Starter Pack](https://www.g2.com/products/highiq-intelligent-automation-starter-pack/reviews)

Want to automate your complex business processes but don't know where to begin? Leverage HighIQ's 10-week Intelligent Automation Starter Pack to understand automation potential and the best way to implement AI-powered automation in your business processes, realize automation ROI in just a few days.

#### Who Is the Company Behind HighIQ Intelligent Automation Starter Pack?

- **Seller:** [HighIQ](https://www.g2.com/sellers/highiq)
- **Year Founded:** 2019
- **HQ Location:** Santa Clara, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8bcbd079e3d215a25208da943029bbfac70dafb207688134a8dad5ced8ddcab2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F19120115%2F&secure%5Burl_type%5D=linkedin_company_website)  
40 employees on LinkedIn®

### [HighSpeed Apache, Varnish and Let's Encrypt SSL](https://www.g2.com/products/highspeed-apache-varnish-and-let-s-encrypt-ssl/reviews)

The "HighSpeed Apache, Varnish, and Let's Encrypt SSL" solution is a pre-configured software package designed to enhance web server performance and security. It integrates the Apache HTTP Server, Varnish Cache, and Let's Encrypt SSL certificates, providing a robust and efficient environment for hosting web applications. Key Features and Functionality: - Apache HTTP Server: A widely-used, open-source web server known for its flexibility and module-based architecture, supporting both Unix and Windows servers. - Varnish Cache: A powerful reverse proxy that accelerates content delivery by caching both dynamic and static content, potentially increasing delivery speeds by up to 300-1000 times, depending on the architecture. - Let's Encrypt SSL: Automated provisioning of free SSL/TLS certificates, ensuring secure, encrypted connections between the server and clients. Primary Value and User Benefits: This solution addresses the need for high-performance and secure web hosting by combining Apache's reliability, Varnish's caching capabilities, and Let's Encrypt's SSL certificates. Users benefit from faster content delivery, reduced server load, and enhanced security, all within a pre-configured package that simplifies deployment and management.

#### Who Is the Company Behind HighSpeed Apache, Varnish and Let's Encrypt SSL?

- **Seller:** [Perimattic](https://www.g2.com/sellers/perimattic)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, US
- **Twitter:** @Perimattic  
12 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=baa34670e9712e5dda99a0e32f8bf345f62979252a2a732580d6d69e570245c4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperimattic&secure%5Burl_type%5D=linkedin_company_website)  
16 employees on LinkedIn®

### [HIPPA (STIG) Security Hardened CentOS 7.6 (X86, 64bit)](https://www.g2.com/products/hippa-stig-security-hardened-centos-7-6-x86-64bit/reviews)

The HIPAA (STIG Security Hardened CentOS 7.6 (X86, 64bit is a pre-configured Amazon Machine Image (AMI) designed to help organizations meet the stringent requirements of the Health Insurance Portability and Accountability Act (HIPAA. This AMI is built upon CentOS 7.6 and is rigorously hardened following the Security Technical Implementation Guides (STIG standards, which are recognized as the industry's best practice for secure configuration. By implementing hundreds of security controls, this image ensures the confidentiality, integrity, and availability of sensitive health information, providing a robust foundation for deploying HIPAA-compliant environments. Key Features and Functionality: - STIG Compliance: The image is configured in accordance with STIG standards, ensuring a secure and compliant operating environment. - Enhanced Security Controls: Incorporates numerous security measures to protect against vulnerabilities and unauthorized access. - Regular Updates: The AMI is regularly updated to address emerging security threats and maintain compliance with evolving regulations. - Pre-Configured Environment: Offers a ready-to-use, secure CentOS 7.6 environment, reducing the time and effort required for manual configuration. Primary Value and User Benefits: This hardened CentOS 7.6 AMI provides organizations handling protected health information (PHI with a secure and compliant operating system environment, facilitating adherence to HIPAA regulations. By leveraging this pre-configured image, users can significantly reduce the time and resources needed to implement security measures, allowing them to focus on their core operations. The regular updates and adherence to STIG standards ensure ongoing protection against security threats, offering peace of mind to healthcare providers, insurers, and other entities responsible for safeguarding sensitive health data.

#### Who Is the Company Behind HIPPA (STIG) Security Hardened CentOS 7.6 (X86, 64bit)?

- **Seller:** [Faro Source](https://www.g2.com/sellers/faro-source-525df64a-bc05-4a3b-8e28-e310813825c7)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Hip Replacement Disease State Predictor](https://www.g2.com/products/hip-replacement-disease-state-predictor/reviews)

The Hip Replacement Disease State Predictor is an advanced machine learning model designed to assist healthcare professionals in evaluating patient-specific risks associated with hip replacement surgeries. By analyzing a comprehensive set of preoperative variables, this tool provides predictive insights into potential postoperative complications, enabling clinicians to make informed decisions and tailor treatment plans to individual patient needs. Key Features and Functionality: - Predictive Analytics: Utilizes machine learning algorithms to assess the likelihood of postoperative complications, such as periprosthetic joint infections, based on patient-specific data. - Comprehensive Data Integration: Incorporates a wide range of preoperative factors, including patient demographics, comorbidities, and surgical details, to generate accurate risk assessments. - Clinical Decision Support: Provides healthcare professionals with actionable insights to optimize surgical outcomes and minimize risks. Primary Value and User Benefits: The Hip Replacement Disease State Predictor addresses the critical need for personalized risk assessment in hip replacement surgeries. By offering precise, data-driven predictions, it empowers clinicians to identify high-risk patients, implement preventive measures, and enhance overall patient care. This proactive approach not only improves surgical outcomes but also contributes to more efficient resource utilization within healthcare settings.

#### Who Is the Company Behind Hip Replacement Disease State Predictor?

- **Seller:** [Perception Health](https://www.g2.com/sellers/perception-health-7f0509e4-bcec-4853-8ae3-d412fad8819c)
- **Year Founded:** 2014
- **HQ Location:** Franklin, Tennessee
- **Twitter:** @perceptionheal  
245 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c64032f71b83d425f1e5258372761a5f400dca020db70f6b945665ef86394324&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperception-health&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

### [hMail Mail Server Windows 2019 (IMAP, SMTP,POP3)](https://www.g2.com/products/hmail-mail-server-windows-2019-imap-smtp-pop3/reviews)

hMail Mail Server on Windows Server 2019 is a free, open-source email server designed for Microsoft Windows environments. It supports standard email protocols, including IMAP, SMTP, and POP3, enabling seamless integration with various webmail systems. This server offers robust features such as built-in anti-spam and anti-virus protection, ensuring secure and efficient email communication. Its user-friendly administration interface simplifies the management of domains, user accounts, and email rules, making it an ideal solution for small to medium-sized businesses seeking a cost-effective and reliable email server. Key Features and Functionality: - Protocol Support: Compatible with IMAP, SMTP, and POP3 protocols, facilitating integration with most email clients and webmail systems. - Anti-Spam and Anti-Virus Protection: Incorporates features like SPF, SURBL, and integrates with third-party solutions such as SpamAssassin and ClamAV to safeguard against spam and malware. - Active Directory Integration: Allows authentication against external Active Directory, streamlining user management. - Webmail Compatibility: Supports webmail systems like RoundCube and SquirrelMail, providing flexible access options. - Security Measures: Offers SSL/TLS encryption, IP range filtering, and customizable rules for email processing to enhance security. - Administrative Tools: Features a comprehensive administration interface for efficient management of domains, user accounts, and email rules. Primary Value and User Solutions: hMail Mail Server addresses the need for a reliable and cost-effective email server solution for Windows environments. By supporting essential email protocols and offering robust security features, it ensures secure and efficient email communication. Its compatibility with various webmail systems and integration with Active Directory simplifies user management and enhances accessibility. The server's open-source nature and user-friendly administration tools make it an ideal choice for small to medium-sized businesses seeking to establish or improve their email infrastructure without incurring significant costs.

#### Who Is the Company Behind hMail Mail Server Windows 2019 (IMAP, SMTP,POP3)?

- **Seller:** [Cloud Infrastructure Services](https://www.g2.com/sellers/cloud-infrastructure-services-096ef9d7-f3ea-4ec5-90e3-0e1caf14b2d5)
- **Year Founded:** 2014
- **HQ Location:** London, GB
- **Twitter:** @networkangelapp  
318 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11a84386ea28445b244494851373c022737e0a4d0b49cd819cd39b66bcc4c66d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloud-infrastructure-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [hMailServer Powered by GlobalSolutions](https://www.g2.com/products/hmailserver-powered-by-globalsolutions/reviews)

hMailServer Powered by GlobalSolutions is a pre-configured, open-source email server designed for Microsoft Windows environments. This solution enables organizations to establish a secure and efficient mail server supporting IMAP, SMTP, and POP3 protocols. By offering a production-ready, hardened image, it simplifies the deployment process, allowing businesses to quickly set up and manage their email infrastructure without extensive technical expertise. Key Features and Functionality: - Comprehensive Protocol Support: Facilitates seamless email communication through IMAP, SMTP, and POP3 protocols. - Built-in Anti-Spam Measures: Incorporates SPF and SURBL to effectively reduce unwanted emails. - Security Enhancements: Provides a hardened image that addresses existing vulnerabilities, ensuring a secure email environment. - Patch Management Integration: Offers compatibility with GlobalSolutions' Patch Management solution, enabling regular security updates and maintenance. Primary Value and User Solutions: hMailServer Powered by GlobalSolutions addresses the need for a reliable and secure email server that is easy to deploy and manage. By delivering a pre-packaged, production-ready solution, it eliminates the complexities associated with setting up an email server from scratch. The inclusion of anti-spam features and a hardened image ensures a secure communication platform, while the option for integrated patch management allows organizations to maintain up-to-date security measures. This solution is particularly beneficial for businesses seeking an efficient, cost-effective, and secure email server without the overhead of extensive configuration and maintenance.

#### Who Is the Company Behind hMailServer Powered by GlobalSolutions?

- **Seller:** [The Globalsolutions](https://www.g2.com/sellers/the-globalsolutions-0855637b-f0a1-4584-aa9c-452d1da6e9ae)
- **HQ Location:** N/A
- **Twitter:** @the\_Gsolutions  
4 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=197eac6909a5cd689d8a7c6b3ad56352a13affb82da083e3bd25241e26baa104&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F42330783&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Hospital Readmission](https://www.g2.com/products/hospital-readmission/reviews)

The Hospital Readmission solution leverages advanced machine learning algorithms to predict the likelihood of patient readmissions within 30 days post-discharge. By analyzing comprehensive patient data, including demographics, medical history, and treatment plans, this tool enables healthcare providers to identify high-risk individuals proactively. This predictive capability allows for timely interventions, aiming to enhance patient outcomes and reduce unnecessary readmissions. Key Features and Functionality: - Predictive Analytics: Utilizes machine learning models to assess the probability of patient readmission, enabling healthcare professionals to focus on at-risk patients. - Data Integration: Aggregates and analyzes data from various sources, including Electronic Health Records (EHRs, to provide a holistic view of patient health. - Customizable Models: Offers flexibility to tailor predictive models to specific patient populations or conditions, enhancing accuracy and relevance. - Real-Time Insights: Provides timely predictions, allowing for immediate clinical decisions and interventions. - Scalable Infrastructure: Built on AWS, ensuring scalability, reliability, and compliance with healthcare standards. Primary Value and Problem Solved: Hospital readmissions are a significant concern, impacting patient well-being and imposing financial penalties on healthcare institutions. By accurately predicting potential readmissions, this solution empowers healthcare providers to implement preventive measures, optimize resource allocation, and improve overall care quality. This proactive approach not only enhances patient satisfaction but also contributes to cost savings by reducing avoidable readmissions.

#### Who Is the Company Behind Hospital Readmission?

- **Seller:** [Cloud Software Group](https://www.g2.com/sellers/cloud-software-group)
- **HQ Location:** Fort Lauderdale, FL
- **Twitter:** @cloudsoftware  
124 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=86a8da07f19bbb6871acf9d6e74baf5f74966e23f959aac6dd81145864d554b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudsoftwaregroup%2F&secure%5Burl_type%5D=linkedin_company_website)  
9,527 employees on LinkedIn®

### [HPC Pack 2019 Cluster on Windows Server 2016](https://www.g2.com/products/hpc-pack-2019-cluster-on-windows-server-2016/reviews)

Deploy a high-performance computing (HPC) cluster by using Microsoft® HPC Pack 2019 on AWS

#### Who Is the Company Behind HPC Pack 2019 Cluster on Windows Server 2016?

- **Seller:** [Cloud Infrastructure Services](https://www.g2.com/sellers/cloud-infrastructure-services-096ef9d7-f3ea-4ec5-90e3-0e1caf14b2d5)
- **Year Founded:** 2014
- **HQ Location:** London, GB
- **Twitter:** @networkangelapp  
318 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11a84386ea28445b244494851373c022737e0a4d0b49cd819cd39b66bcc4c66d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloud-infrastructure-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [HPC Pack 2019 on Windows Server 2019](https://www.g2.com/products/hpc-pack-2019-on-windows-server-2019/reviews)

Deploy a high-performance computing (HPC) cluster by using Microsoft® HPC Pack 2019 on AWS

#### Who Is the Company Behind HPC Pack 2019 on Windows Server 2019?

- **Seller:** [Cloud Infrastructure Services](https://www.g2.com/sellers/cloud-infrastructure-services-096ef9d7-f3ea-4ec5-90e3-0e1caf14b2d5)
- **Year Founded:** 2014
- **HQ Location:** London, GB
- **Twitter:** @networkangelapp  
318 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11a84386ea28445b244494851373c022737e0a4d0b49cd819cd39b66bcc4c66d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloud-infrastructure-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [HPE Economics Analysis for Cloud - TCO](https://www.g2.com/products/hpe-economics-analysis-for-cloud-tco/reviews)

The HPE Economic Analysis for Cloud service is designed to investigate cost reduction opportunities and strategies specific to a client’s situation. Our analysis will provide qualitative and quantitative information to support business cases and cloud migration planning efforts.

#### Who Is the Company Behind HPE Economics Analysis for Cloud - TCO?

- **Seller:** [HP Development Company](https://www.g2.com/sellers/hp-development-company)
- **Year Founded:** 1939
- **HQ Location:** Palo Alto, CA
- **Twitter:** @HPE  
92,685 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=600d4eaceaea7291b026df44dbe584286101ce2f4f1ddeaa8fc4b2a3a870dcad&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1025%2F&secure%5Burl_type%5D=linkedin_company_website)  
88,985 employees on LinkedIn®
- **Ownership:** NYSE: HPQ

### [Hud: Runtime Code Sensor](https://www.g2.com/products/hud-runtime-code-sensor/reviews)

Hud's Runtime Code Sensor is an innovative tool that dynamically captures live, function-level data from production environments, providing engineers and AI coding agents with essential context to detect and resolve issues proactively. With a swift, zero-configuration installation, Hud streams real-time code behavior directly into development environments, enabling software teams to build with confidence and ensure their systems operate effectively in real-world conditions. Key Features and Functionality: - Real-Time Function-Level Data Capture: Automatically gathers live service and function-level data from production environments, offering immediate insights into code behavior. - Seamless Integration: Installs in seconds without configuration, streaming runtime data directly into IDEs and development tools. - Comprehensive Language and Environment Support: Supports multiple programming languages, including Node.js and Python, and operates across various environments such as containers, VMs, Kubernetes, and serverless architectures. - Enhanced Observability: Provides real-time visibility into code execution patterns, performance metrics, and error detection without the need for manual instrumentation or dashboards. - AI Agent Compatibility: Equips AI coding agents with accurate system context, enabling them to generate safer, system-aligned code. Primary Value and Problem Solved: Hud addresses the challenge of understanding and monitoring code behavior in complex, real-world production environments. Traditional observability tools often require extensive configuration and operate retrospectively, limiting their effectiveness in preemptively identifying issues. Hud's Runtime Code Sensor bridges this gap by providing continuous, real-time insights into code execution, allowing engineering teams to: - Detect Production Issues Proactively: Identify and resolve potential problems before they impact end-users. - Pinpoint Root Causes Efficiently: Utilize real-time data to quickly determine the function-level origins of issues. - Understand Code Behavior Across Deployments: Gain insights into how code changes affect system performance and behavior in production. - Enhance AI-Generated Code Safety: Provide AI coding agents with the necessary context to produce reliable and production-safe code. By delivering continuous awareness of software behavior in production, Hud empowers teams to ship code rapidly and confidently, ensuring reliability and safety in both human and AI-generated code.

#### Who Is the Company Behind Hud: Runtime Code Sensor?

- **Seller:** [Hud](https://www.g2.com/sellers/hud)
- **Year Founded:** 1993
- **HQ Location:** Schaumburg, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0123ad530ab3e62e14286c587d9093b2126283e19fede2a4d106381f96e58edc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fhud-hq%2F&secure%5Burl_type%5D=linkedin_company_website)  
44 employees on LinkedIn®

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 ![Neeraja Prakash](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neeraja Prakash")
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Researched and written by [Neeraja Prakash](https://research.g2.com/insights/author/neeraja-prakash)

Updated June 16, 2025

The AWS Marketplace category includes a diverse range of software solutions designed to enhance and optimize operations within the Amazon Web Services (AWS) ecosystem. These products offer pre-configured Amazon Machine Images (AMIs), container solutions, and specialized services that cater to various business needs, from secure web hosting and data labeling to machine learning model deployment and transportation cost prediction. By leveraging AWS infrastructure, these solutions provide scalability, security, and seamless integration with existing AWS services, enabling businesses to efficiently deploy, manage, and scale their applications and services in the cloud.

To qualify for inclusion in the AWS Marketplace category, a product must:

- Have features and use cases that do not fit into existing marketplace apps categories
- Be designed to integrate with or enhance the functionality of AWS services, providing value through pre-configured environments, specialized tools, or managed services

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