Best AWS Marketplace Software - Page 89

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,493

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
  • 2,493+ 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.

IDoAWS - Performance Meteor Server for Amazon Linux

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?

IDT-Manager (BYOL)

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)?

iForm

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?

IFRS9 and Stress testing by Oliver Wyman

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
  • HQ Location: New York, New York, United States
  • Twitter: @OliverWyman
    32,540 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9,169 employees on LinkedIn®

Igneous DataProtect - Backup As-a-Service

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
  • Year Founded: 2014
  • HQ Location: Palo Alto, California
  • Twitter: @rubrikInc
    44,021 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    5,167 employees on LinkedIn®

IIS with PHP 7.4 on Microsoft Windows Server 2016

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?

IIS with PHP 7.4 on Microsoft Windows Server 2019

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?

iMaas

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
  • Year Founded: 2012
  • HQ Location: Palo Alto, US
  • Twitter: @scoredata
    96 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Image Classification for Machine Learning and Computer Vision Datasets

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?

Implicit Alternating Least Squares

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?

Implicit BPR

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?

Incedo brAInspark Agent

Incedo brAInspark Agent is an advanced Generative AI platform designed to enhance enterprise productivity across the Software Development Life Cycle (SDLC), Customer Operations, and Middle/Back Office Operations. By integrating artificial intelligence with human creativity, brAInspark redefines traditional workflows, fostering innovation and efficiency. At its core is a proprietary Generative AI Model Hub, tailored to meet unique enterprise needs and use cases, optimizing code generation and promoting unprecedented levels of ingenuity. The platform seamlessly integrates with essential enterprise systems like JIRA and Salesforce, ensuring synchronized workflows and minimizing disruptions. With a strong emphasis on security and privacy, brAInspark's architecture includes robust measures to safeguard sensitive information and maintain regulatory compliance. Key Features: - AI-Powered Human Collaboration: Combines advanced AI algorithms with human developers to enhance code generation efficiency and creativity. - Proprietary Generative AI Model Hub: Customizable to specific enterprise data landscapes, improving the accuracy and effectiveness of Generative AI initiatives. - Seamless Ecosystem Integration: Integrates effortlessly with platforms like JIRA, Salesforce, and Azure DevOps, streamlining adoption and ensuring synchronized workflows. - Adaptability to Future Innovations: Continuously evolves to incorporate the latest advancements in Generative AI technology, keeping enterprises at the forefront of innovation. - Robust Security and Compliance: Incorporates strong security measures and data privacy protocols to protect sensitive information and ensure compliance. Primary Value and Solutions: Incedo brAInspark Agent addresses the need for enhanced productivity and innovation in enterprise operations. By automating routine tasks and optimizing code generation, it accelerates development processes, reduces time spent on code reviews, and improves overall software quality. The platform's seamless integration with existing enterprise systems ensures minimal disruption, facilitating swift adoption and immediate impact. With its focus on security and adaptability, brAInspark empowers organizations to confidently navigate the evolving technological landscape, driving sustainable growth and competitive advantage.

Who Is the Company Behind Incedo brAInspark Agent?

  • Seller: Incedo
  • Year Founded: 2012
  • HQ Location: Florham Park, New Jersey, United States
  • LinkedIn® Page: www.linkedin.com
    3,948 employees on LinkedIn®

Inception V3 Preview

This is a Image Classification model from TensorFlow Hub

Who Is the Company Behind Inception V3 Preview?

  • 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

Incident Forecast for IT Infrastructure

A Deep Learning based incident forecasting solution for efficient incident management of IT Infrastructure.

Who Is the Company Behind Incident Forecast for IT Infrastructure?

  • Seller: Mphasis
  • Year Founded: 2007
  • HQ Location: Reston, VA
  • Twitter: @Stelligent
    1,106 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    13 employees on LinkedIn®
Neeraja Prakash
NP
Researched and written by Neeraja Prakash
Updated June 16, 2025