# Best AWS Marketplace Software - Page 91

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

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

### Category Stats (Jul 2026)

- **Average Rating:** 4.39/5 (↓0.01 vs Jun 2026) 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.

**Sponsored**

### Fortinet Managed Rules for AWS WAF

Fortinet’s WAF rulesets are additional security signatures that can be used to enhance the protections included in the base AWS WAF product. They are updated on a regular basis to include the latest threat intelligence from the award-winning FortiGuard Labs. The Complete OWASP Top 10 Ruleset provides a comprehensive package for web application protection offered by Fortinet to help address the OWASP Top 10 web application threats. Includes protection for various Injection attacks such as SQL and command Injection , Cross Site Scripting, General and Known Exploits, Malicious Bots and Common Vulnerabilities and Exposures (CVE).

[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=2026-07-31T17%3A14%3A05Z&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%3D91&secure%5Btoken%5D=f6153b3dbd03b92673d4db8699e063179ccb357566077e01fa0bd50981c3e669&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)

### [IDMS Linux Enterprise (PAYG, Gold SLA)](https://www.g2.com/products/idms-linux-enterprise-payg-gold-sla/reviews)

IDMS Linux Enterprise is a rolling-release Linux distribution designed for enterprise environments, offering continuous updates with the latest software versions and security patches. This ensures that systems remain current and secure without the need for major version upgrades. The Gold SLA provides enhanced support, including an 8-hour response time and up to one hour of support per month, catering to organizations requiring reliable and timely assistance. Key Features and Functionality: - Rolling Updates: Continuous delivery of the latest software versions and security fixes, eliminating the need for disruptive major upgrades. - Stable and LTS Kernels: Access to both stable and Long-Term Support kernels, allowing users to choose the kernel that best fits their stability and performance requirements. - Enterprise-Grade Operating System: Tailored for enterprise use, providing a robust and secure platform suitable for a wide range of applications and workloads. Primary Value and User Solutions: IDMS Linux Enterprise addresses the need for a continuously updated and secure operating system in enterprise settings. The rolling-release model ensures that organizations have immediate access to the latest features and security enhancements, reducing the risk associated with outdated software. The inclusion of stable and LTS kernels offers flexibility in balancing performance with long-term support. The Gold SLA further enhances this value by providing prompt and reliable support, ensuring minimal downtime and efficient issue resolution for mission-critical operations.

#### Who Is the Company Behind IDMS Linux Enterprise (PAYG, Gold SLA)?

- **Seller:** [Linux Based Systems Design, Ltd](https://www.g2.com/sellers/linux-based-systems-design-ltd-0a06beee-607c-46f9-aa21-55388ccc6c6d)
- **Year Founded:** 2001
- **HQ Location:** Haslemere, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b40af42053f667ec138e26fac085cdcb6ce8f5e9bc120cfd81e750463fef36f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fallworldit%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

### [IDMS Linux Enterprise (PAYG, Platinum SLA)](https://www.g2.com/products/idms-linux-enterprise-payg-platinum-sla/reviews)

IDMS Linux Enterprise is a rolling-release Linux distribution designed for enterprise environments, offering continuous updates with the latest software versions and security patches. This ensures that systems remain current and secure without the need for major upgrades. The Platinum Service Level Agreement provides a 99.99% uptime guarantee, ensuring high availability for critical operations. Additionally, it includes a 4-hour response time for support inquiries and up to one hour of dedicated support per month, catering to organizations that require robust and reliable Linux infrastructure. Key Features and Functionality: - Rolling Updates: Continuous delivery of the latest software versions and security fixes, keeping systems up-to-date without disruptive upgrades. - Stable and Long-Term Support Kernels: Provides both stable and LTS kernel options to meet diverse operational requirements. - Enterprise-Grade Operating System: Tailored for enterprise use, offering reliability and performance suitable for critical applications. - Comprehensive Support: Platinum SLA includes a 4-hour response time and up to one hour of support per month, ensuring prompt assistance. Primary Value and Problem Solved: IDMS Linux Enterprise addresses the need for a secure, stable, and continuously updated operating system in enterprise settings. The rolling-release model eliminates the downtime associated with traditional upgrade cycles, allowing businesses to maintain operational continuity. The Platinum SLA offers peace of mind with high availability and responsive support, making it an ideal solution for organizations that depend on reliable and up-to-date Linux infrastructure.

#### Who Is the Company Behind IDMS Linux Enterprise (PAYG, Platinum SLA)?

- **Seller:** [Linux Based Systems Design, Ltd](https://www.g2.com/sellers/linux-based-systems-design-ltd-0a06beee-607c-46f9-aa21-55388ccc6c6d)
- **Year Founded:** 2001
- **HQ Location:** Haslemere, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b40af42053f667ec138e26fac085cdcb6ce8f5e9bc120cfd81e750463fef36f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fallworldit%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

### [IDMS Linux Enterprise (PAYG, Silver SLA)](https://www.g2.com/products/idms-linux-enterprise-payg-silver-sla/reviews)

Product Description: IDMS Linux Enterprise is a rolling-release Linux distribution designed for enterprise environments, offering continuous updates with the latest software versions and security patches. This ensures that systems remain current and secure without the need for major version upgrades. The distribution is built on stable and long-term support (LTS kernels, providing a reliable foundation for critical applications. The Pay-As-You-Go (PAYG Silver Service Level Agreement (SLA includes a 12-hour response time and up to one hour of support per month, catering to organizations that require timely assistance without the commitment of higher-tier SLAs. Key Features and Functionality: - Rolling Updates: Continuous delivery of the latest software versions and security fixes, eliminating the need for disruptive major upgrades. - Stable and LTS Kernels: Utilization of long-term support kernels ensures system stability and reliability for enterprise applications. - Enterprise-Grade Operating System: Designed to meet the demands of business-critical environments, providing a robust platform for various workloads. - PAYG Silver SLA: Offers a 12-hour response time and up to one hour of support per month, balancing cost and support needs for businesses. Primary Value and User Solutions: IDMS Linux Enterprise addresses the need for a secure, stable, and continuously updated operating system in enterprise settings. Its rolling-release model ensures that organizations have access to the latest features and security enhancements without the downtime associated with traditional upgrade cycles. The inclusion of stable and LTS kernels provides a dependable environment for mission-critical applications. The PAYG Silver SLA offers a cost-effective support solution with a 12-hour response time and monthly support, making it suitable for businesses seeking reliable assistance without the higher costs of premium support tiers.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate IDMS Linux Enterprise (PAYG, Silver SLA)?

- **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 IDMS Linux Enterprise (PAYG, Silver SLA)?

- **Seller:** [Linux Based Systems Design, Ltd](https://www.g2.com/sellers/linux-based-systems-design-ltd-0a06beee-607c-46f9-aa21-55388ccc6c6d)
- **Year Founded:** 2001
- **HQ Location:** Haslemere, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b40af42053f667ec138e26fac085cdcb6ce8f5e9bc120cfd81e750463fef36f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fallworldit%2F&secure%5Burl_type%5D=linkedin_company_website)  
4 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of IDMS Linux Enterprise (PAYG, Silver SLA)?

**["Work culture"](https://www.g2.com/survey_responses/idms-linux-enterprise-payg-silver-sla-review-7675841)**

**Rating:** 4.5/5.0 stars

_— Shivraj K._

[Read full review](https://www.g2.com/survey_responses/idms-linux-enterprise-payg-silver-sla-review-7675841)

### [IDoAWS - Performance Meteor Server for Amazon Linux](https://www.g2.com/products/idoaws-performance-meteor-server-for-amazon-linux/reviews)

IDoAWS - Performance Meteor Server for Amazon Linux is a pre-configured Amazon Machine Image (AMI) designed to streamline the deployment of Meteor applications on Amazon EC2 instances. This AMI provides a ready-to-use environment, eliminating the complexities associated with setting up and configuring a Meteor server from scratch. Key Features and Functionality: - Pre-Installed Meteor Framework: The AMI comes with the Meteor framework pre-installed, allowing developers to focus on application development without worrying about the initial setup. - Optimized for Amazon Linux: Tailored specifically for Amazon Linux, this server ensures compatibility and optimal performance within the AWS ecosystem. - Simplified Deployment: By providing a pre-configured environment, the AMI reduces the time and effort required to deploy Meteor applications, enabling faster time-to-market. Primary Value and Problem Solved: Deploying Meteor applications on AWS can be challenging due to the need for manual configuration and setup. IDoAWS - Performance Meteor Server for Amazon Linux addresses this issue by offering a ready-to-use AMI, allowing developers to deploy their applications quickly and efficiently. This solution minimizes setup complexities, reduces potential errors, and accelerates the development process, enabling teams to focus on building and improving their applications rather than managing infrastructure.

#### Who Is the Company Behind IDoAWS - Performance Meteor Server for Amazon Linux?

- **Seller:** [iDoAWS](https://www.g2.com/sellers/idoaws)
- **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®

### [IDT-Manager (BYOL)](https://www.g2.com/products/idt-manager-byol/reviews)

Insight SQL Testing Manager (BYOL is an advanced SQL test automation tool designed to streamline the testing process for database version upgrades and migration assessments. It automates the collection of SQL statements executed in production databases, including both on-premises and Amazon RDS environments. These collected SQLs are then executed in test environments, allowing for comprehensive comparisons of results, execution errors, result sets, and performance metrics. The tool features a user-friendly graphical interface that leverages generative AI to analyze and modify SQL statements, enhancing the efficiency and accuracy of database testing. Key Features and Functionality: - Automated SQL Collection: Gathers SQL statements from production databases, supporting both on-premises and Amazon RDS environments. - Test Execution and Comparison: Executes collected SQLs in test environments, comparing results, errors, and execution times to identify discrepancies. - AI-Powered Analysis: Utilizes generative AI within the GUI to analyze and suggest modifications to SQL statements, improving test accuracy. - Comprehensive Compatibility Checks: Identifies incompatible SQLs using actual data, providing clear estimates of costs associated with application migration. Primary Value and Problem Solved: Insight SQL Testing Manager addresses the challenges associated with database version upgrades and migrations by automating the most time-consuming aspects of SQL testing. By capturing real-world SQL statements and executing them in test environments, it ensures that applications remain compatible and perform optimally after database changes. This automation reduces manual effort, minimizes the risk of errors, and provides clear insights into potential issues, thereby facilitating smoother and more efficient database transitions.

#### Who Is the Company Behind IDT-Manager (BYOL)?

- **Seller:** [Insight Technology](https://www.g2.com/sellers/insight-technology)
- **Year Founded:** 1995
- **HQ Location:** 渋谷区, JP
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=644b60c0b1dd45f4943950f073b065e4735079582ab51a7632444634c968f8f2&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finsight-tec&secure%5Burl_type%5D=linkedin_company_website)  
29 employees on LinkedIn®

### [iForm](https://www.g2.com/products/iform/reviews)

iForm is a product that eliminates all paper forms that are needed for school enrollment. The parents and school personnel, who have used our program for many years, appreciate the quick updating of all information and required forms, as well as user friendly forms and data processing. This product helps families save time and takes care of our environment by eliminating the need for paper forms securely.

#### Who Is the Company Behind iForm?

- **Seller:** [Konstankino Associates](https://www.g2.com/sellers/konstankino-associates)
- **Year Founded:** 2017
- **HQ Location:** Seattle, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=dcbb1dcf5590644db3c62837caeeb95b83058c4a979a82be875ffa03a4eefd60&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fkonstankinollc%2F&secure%5Burl_type%5D=linkedin_company_website)  
3 employees on LinkedIn®

### [IFRS9 and Stress testing by Oliver Wyman](https://www.g2.com/products/ifrs9-and-stress-testing-by-oliver-wyman/reviews)

Credit Suite is a Stress Testing and IFRS9 provisioning solution delivering immediate proof-of-concept production and challenger results

#### Who Is the Company Behind IFRS9 and Stress testing by Oliver Wyman?

- **Seller:** [Oliver Wyman](https://www.g2.com/sellers/oliver-wyman)
- **HQ Location:** New York, New York, United States
- **Twitter:** @OliverWyman  
32,540 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=87b9a43f17b7bf561ff7da38bbb770118abe6ffdf79db4ec0c1a9ac9386760fb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foliver-wyman&secure%5Burl_type%5D=linkedin_company_website)  
9,169 employees on LinkedIn®

### [Igneous DataProtect - Backup As-a-Service](https://www.g2.com/products/igneous-dataprotect-backup-as-a-service/reviews)

Igneous delivers unstructured data management - visibility, backup, and mobility - at petabyte scale. Scan from any source and backup or move to any destination, including all Amazon S3 storage classes, from one easy-to-use dashboard. Easy to deploy VMs get you running in minutes.

#### Who Is the Company Behind Igneous DataProtect - Backup As-a-Service?

- **Seller:** [Rubrik](https://www.g2.com/sellers/rubrik)
- **Year Founded:** 2014
- **HQ Location:** Palo Alto, California
- **Twitter:** @rubrikInc  
44,021 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=62c2fafa7bcff10fab6b5074fb81b0b19d99e38b217b5c2e1605adbbdb7da7ff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4840301%2F&secure%5Burl_type%5D=linkedin_company_website)  
5,110 employees on LinkedIn®

### [IIS with PHP 7.4 on Microsoft Windows Server 2016](https://www.g2.com/products/iis-with-php-7-4-on-microsoft-windows-server-2016/reviews)

Internet Information Services for Windows Server with PHP 7.4.12 is a flexible, secure and manageable Web server with PHP for hosting anything on the Web. Cognosys is providing this image as pre hardened and pre-configured for enterprise use.

#### Who Is the Company Behind IIS with PHP 7.4 on Microsoft Windows Server 2016?

- **Seller:** [AlmaLinux OS Foundation](https://www.g2.com/sellers/almalinux-os-foundation-1f01d427-920a-41fb-a834-7951a888d101)
- **Year Founded:** 2021
- **HQ Location:** Estero, Florida
- **Twitter:** @almalinux  
12,309 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d041ecc853f9e2e7b5a5a6804534ccda3ee14b1afb6fdae565bf5ba85e8374ee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falmalinuxos&secure%5Burl_type%5D=linkedin_company_website)  
27 employees on LinkedIn®

### [IIS with PHP 7.4 on Microsoft Windows Server 2019](https://www.g2.com/products/iis-with-php-7-4-on-microsoft-windows-server-2019/reviews)

Internet Information Services for Windows Server with PHP 7.4.12 is a flexible, secure and manageable Web server with PHP for hosting anything on the Web. Cognosys is providing this image as pre hardened and pre-configured for enterprise use.

#### Who Is the Company Behind IIS with PHP 7.4 on Microsoft Windows Server 2019?

- **Seller:** [AlmaLinux OS Foundation](https://www.g2.com/sellers/almalinux-os-foundation-1f01d427-920a-41fb-a834-7951a888d101)
- **Year Founded:** 2021
- **HQ Location:** Estero, Florida
- **Twitter:** @almalinux  
12,309 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d041ecc853f9e2e7b5a5a6804534ccda3ee14b1afb6fdae565bf5ba85e8374ee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falmalinuxos&secure%5Burl_type%5D=linkedin_company_website)  
27 employees on LinkedIn®

### [iMaas](https://www.g2.com/products/imaas/reviews)

ScoreData delivers cloud-native model management services to global Fortune 1000 Banking and Financial Services, Healthcare, & Telecom companies. With the rapid migration of enterprise apps to the cloud, and with the digital transformation of the enterprise requiring the use of AI in mission-critical cloud applications, our customers are looking for cloud-agnostic monitoring tools that can flag data drift, model performance drift which if ignored will have a dramatic impact on business performance. iMaaS™ by ScoreData is a cloud-agnostic model management service that takes just minutes to connect to and get results. See your R/Python, TensorFlow models up and running with visualization of ingested data streams, and model scores delivered documented and recorded over time.

#### Who Is the Company Behind iMaas?

- **Seller:** [ScoreData](https://www.g2.com/sellers/scoredata)
- **Year Founded:** 2012
- **HQ Location:** Palo Alto, US
- **Twitter:** @scoredata  
96 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11013c9fff45bdf7c8eab7613b9398e0a42ad38c701593168333978b418feaee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fscoredata-corporation%2F&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

### [Image Classification for Machine Learning and Computer Vision Datasets](https://www.g2.com/products/image-classification-for-machine-learning-and-computer-vision-datasets/reviews)

AnnotateIt provides low-latency, high-accuracy image classification solutions purpose-built for Machine Learning and Computer Vision applications. Our image classification service helps you label images for custom machine learning and computer vision applications at any scale.

#### Who Is the Company Behind Image Classification for Machine Learning and Computer Vision Datasets?

- **Seller:** [AnnotateIt](https://www.g2.com/sellers/annotateit)
- **HQ Location:** Atlanta, GA
- **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®

### [Implicit Alternating Least Squares](https://www.g2.com/products/implicit-alternating-least-squares/reviews)

Implicit Alternating Least Squares (iALS is a robust algorithm designed for collaborative filtering in recommendation systems, particularly effective for implicit feedback datasets. It employs matrix factorization techniques to uncover latent factors representing user preferences and item characteristics, enabling personalized recommendations even in the absence of explicit user ratings. Key Features and Functionality: - Matrix Factorization: Decomposes large user-item interaction matrices into lower-dimensional representations, capturing underlying patterns in user behavior and item attributes. - Implicit Feedback Handling: Effectively processes datasets where user preferences are inferred from actions like clicks, views, or purchases, rather than explicit ratings. - Scalability: Optimized for large-scale datasets, iALS utilizes multi-threaded training routines and can leverage GPU acceleration for enhanced performance. - Parallelizable Optimization: Alternates between updating user and item factors, allowing for efficient parallel computation and faster convergence. Primary Value and Problem Solved: iALS addresses the challenge of generating accurate and personalized recommendations from implicit feedback data. By effectively modeling user-item interactions without requiring explicit ratings, it enables businesses to enhance user engagement, increase conversion rates, and improve customer satisfaction through tailored content and product suggestions.

#### Who Is the Company Behind Implicit Alternating Least Squares?

- **Seller:** [Outpace Systems](https://www.g2.com/sellers/outpace-systems-aef33808-9c44-41dd-a0bf-d5ef7c8ec520)
- **Year Founded:** 2013
- **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=4d82b5de969d1928211271e96ae5c14dd38df668e6f290b1456b7176ebcea939&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foutpace-systems-inc-&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

### [Implicit BPR](https://www.g2.com/products/implicit-bpr/reviews)

A recommender model that learns a matrix factorization embedding based off minimizing the pairwise ranking loss described in the paper.

#### Who Is the Company Behind Implicit BPR?

- **Seller:** [Outpace Systems](https://www.g2.com/sellers/outpace-systems-aef33808-9c44-41dd-a0bf-d5ef7c8ec520)
- **Year Founded:** 2013
- **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=4d82b5de969d1928211271e96ae5c14dd38df668e6f290b1456b7176ebcea939&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foutpace-systems-inc-&secure%5Burl_type%5D=linkedin_company_website)  
9 employees on LinkedIn®

### [Improve Acceptance Rate - Personal Loan](https://www.g2.com/products/improve-acceptance-rate-personal-loan/reviews)

Identify applicants likely to cancel or fade out of loan process.

#### Who Is the Company Behind Improve Acceptance Rate - Personal Loan?

- **Seller:** [ElectrifAi](https://www.g2.com/sellers/electrifai-6f99f1b0-33e0-489e-acf4-a875e256745d)
- **Year Founded:** 2004
- **HQ Location:** Jersey City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3bf532f9fd4f390ca03b10f0e632cc3637c89850b560cea72055c9e9bbce35b0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Felectrifai&secure%5Burl_type%5D=linkedin_company_website)  
65 employees on LinkedIn®

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Spotlight Categories

[Sales Training and Onboarding Software](https://www.g2.com/categories/sales-training-and-onboarding)

[Employee Recognition Software](https://www.g2.com/categories/employee-recognition)

[Session Replay Software](https://www.g2.com/categories/session-replay)

[Managed File Transfer (MFT) Software](https://www.g2.com/categories/managed-file-transfer-mft)

[Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure)

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[Browse AWS Marketplace Themes](/categories/aws-marketplace/themes)

 ![Neeraja Prakash](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Neeraja Prakash")
NP

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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