Best AWS Marketplace Software - Page 16

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,450

Category Stats (Nov 2026)

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

Last updated: November 01, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

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

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

Amazon Linux 2 with support by Atomized

This product has charges associated with it for seller support and maintenance. A base installation of Amazon Linux 2 that is updated quarterly.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Amazon Linux 2 with support by Atomized?

  • 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: 7.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Amazon Linux 2 with support by Atomized?

  • Seller: Opal
  • Year Founded: 2011
  • HQ Location: Portland, OR
  • LinkedIn® Page: www.linkedin.com
    134 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Do G2 Reviewers Say About Amazon Linux 2 with support by Atomized?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use with Amazon Linux 2, thanks to built-in packages and seamless AWS integration.
  • Users value the seamless integration with AWS services, enhancing application deployment on Amazon Linux 2 servers.
  • Users benefit from the seamless integration with AWS services, enhancing their applications on Amazon Linux 2 servers.
Cons
  • Users feel there is a lack of features due to limited pre-installed packages in Amazon Linux 2.

What Are Recent G2 Reviews of Amazon Linux 2 with support by Atomized?

Amazon Linux AMI with NVIDIA TESLA GPU Driver

The Amazon Linux AMI is a supported and maintained Linux image provided by Amazon Web Services for use on Amazon Elastic Compute Cloud (Amazon EC2). It provides a stable, secure, and high performance execution environment with NVIDIA Tesla Drivers. Amazon Web Services provides ongoing security and maintenance updates to all instances running Amazon Linux AMIs. The Amazon Linux with NVIDIA GPU Driver is provided at no additional charge to Amazon EC2 users.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Amazon Linux AMI with NVIDIA TESLA GPU Driver?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Amazon Linux AMI with NVIDIA TESLA GPU Driver?

Who Uses This Product?

  • Company Size: 50% Small, 50% Large

What Are Recent G2 Reviews of Amazon Linux AMI with NVIDIA TESLA GPU Driver?

Ansible Control Node on CentOS 8

The Ansible Control Node on CentOS 8 is a pre-configured Amazon Machine Image designed to streamline automation and orchestration tasks within cloud environments. Leveraging Ansible's agentless architecture, this solution enables efficient management of IT infrastructure through simple playbooks, facilitating configuration management, application deployment, and continuous delivery. Built upon the stable and performance-oriented CentOS 8 platform, it provides an ideal foundation for DevOps teams to implement Infrastructure as Code practices, enhancing productivity with minimal overhead. This AMI seamlessly integrates with existing CI/CD pipelines and supports automation across diverse systems and services. Key Features: - Pre-installed Ansible: Comes with the latest stable version of Ansible, ensuring access to the newest features and security updates. - CentOS 8 Optimization: Utilizes a reliable and stable operating system, fine-tuned for optimal performance in enterprise environments. - Security Compliance: Adheres to security best practices with a hardened image, reducing vulnerabilities and ensuring secure execution of automation tasks. - Scalability: Facilitates seamless scaling of automation tasks across various AWS services to meet workload demands. - Integration Ready: Designed for easy integration with AWS services and third-party tools, supporting a multifunctional approach to workflows and processes. Primary Value and Problem Solved: This AMI simplifies the automation of IT tasks, reducing manual overhead and accelerating deployment cycles. By providing a consistent and reliable platform for managing configurations across environments, it ensures operational consistency and reliability. The solution supports DevOps teams in implementing continuous integration and continuous delivery pipelines, enhancing productivity and minimizing downtime. Additionally, optional extended support is available, offering peace of mind with a 24-hour response time for critical issues or queries.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate Ansible Control Node on CentOS 8?

  • 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 Ansible Control Node on CentOS 8?

Who Uses This Product?

  • Company Size: 67% Large, 33% Medium

What Are Recent G2 Reviews of Ansible Control Node on CentOS 8?

What Are G2 Users Discussing About Ansible Control Node on CentOS 8?

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works
Connect G2 to ChatGPTConnect G2 to Claude

Antivirus for Amazon S3

Antivirus for Amazon S3 by Cloud Storage Security is a comprehensive solution designed to protect your Amazon S3 storage from malware, viruses, and other malicious threats. It offers automated, real-time scanning of files as they are uploaded, modified, or accessed, ensuring the integrity and security of your data. The solution is built to seamlessly integrate into your existing AWS environment, providing robust protection without disrupting your workflows. Key Features and Functionality: - Real-Time and On-Demand Scanning: Automatically scans new data upon upload, before writing, or upon retrieval. Existing data can be scanned on-demand or via scheduled scans. - Multiple Antivirus Engines: Utilizes industry-leading detection engines, including Sophos, CSS Premium, and ClamAV, to ensure comprehensive threat detection. - Scalability and Performance: Designed to handle large-scale environments, supporting file sizes up to 5 TB, and efficiently managing high volumes of data without compromising performance. - Easy Deployment: Quick installation using an AWS CloudFormation template, enabling deployment within 15 minutes. - Automated Mitigation: Offers configurable actions for infected files, such as quarantine, deletion, or tagging, based on user-defined policies. - Detailed Reporting and Alerts: Provides comprehensive reports and real-time alerts through Amazon SNS, integrating with platforms like Slack and email for immediate notifications. Primary Value and Problem Solved: Antivirus for Amazon S3 addresses the critical need for securing cloud storage by proactively detecting and mitigating malware threats within Amazon S3 buckets. By integrating seamlessly into AWS environments, it ensures that data remains protected without disrupting existing workflows. This solution is particularly valuable for organizations handling sensitive information, as it helps maintain compliance with security standards and prevents the spread of malware through shared files. Its scalability and ease of deployment make it suitable for businesses of all sizes, providing peace of mind that their cloud-stored data is continuously monitored and safeguarded against evolving cyber threats.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Antivirus for Amazon S3?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.6/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Antivirus for Amazon S3?

Who Uses This Product?

  • Company Size: 50% Large, 50% Medium

What Are Recent G2 Reviews of Antivirus for Amazon S3?

Apache Cassandra Node for Ubuntu 18.04 with support by Kurian

Apache Cassandra is an open-source, distributed, wide-column store, NoSQL database management system designed to handle large amounts of data across many commodity servers, providing high availability with no single point of failure. Cassandra offers robust support for clusters spanning multiple datacenters, with asynchronous masterless replication allowing low latency operations for all clients. This AMI could be used for setting up a single node Cassandra installation or used as a node for setting up a multi-node Cassandra cluster.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Apache Cassandra Node for Ubuntu 18.04 with support by Kurian?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.6/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Apache Cassandra Node for Ubuntu 18.04 with support by Kurian?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Apache Cassandra Node for Ubuntu 18.04 with support by Kurian?

What Are G2 Users Discussing About Apache Cassandra Node for Ubuntu 18.04 with support by Kurian?

Apache Superset with support by Commando

IMPROVE ATTENDANCE, INCREASE PRODUCTIVITY, AND PROMOTE EMPLOYEE FINANCIAL WELLNESS

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate Apache Superset with support by Commando?

  • 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 Apache Superset with support by Commando?

  • Seller: Earnin
  • Year Founded: 2012
  • HQ Location: Palo Alto, US
  • LinkedIn® Page: www.linkedin.com
    596 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Apache Superset with support by Commando?

Apache Web Server + MySQL Server + phpMyadmin on CentOS Server 8.3

Apache Web Server comes pre-installed with the full LAMP stack (Apache Web Server, PHP, MySQL, PHPMyadmin) on CentOS Server.

Average Rating: 4.5/5.0

Total Reviews: 2

Who Is the Company Behind Apache Web Server + MySQL Server + phpMyadmin on CentOS Server 8.3?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Apache Web Server + MySQL Server + phpMyadmin on CentOS Server 8.3?

What Are G2 Users Discussing About Apache Web Server + MySQL Server + phpMyadmin on CentOS Server 8.3?

Application Fraud

Create an anti-fraud strategy by identifying loan applicants highly likely to commit fraud.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Application Fraud?

  • 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 Application Fraud?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Application Fraud?

What Are G2 Users Discussing About Application Fraud?

AppRobotic RPA - Robotic Process Automation & Macros

AppRobotic RPA is an enterprise-grade Robotic Process Automation solution designed to automate tasks on Windows desktops and web browsers. It enables users to streamline repetitive daily activities, such as pulling reports and testing software releases, as well as entire business processes, delivering a proven return on investment of 10x or more. Key Features and Functionality: - Comprehensive Automation: Automate any repetitive task or business process easily, with almost immediate ROI. - Cloud Deployment: Run unlimited automated RPA bots simultaneously in the cloud without per-bot costs. - User-Friendly Interface: The AppRobotic Designer allows for the creation of automation macros or RPA bots without programming knowledge, utilizing drag-and-drop low-code actions. - Advanced Scripting Support: Leverage powerful and simple-to-learn languages such as Python, VBScript, and JavaScript for developing advanced automation. - Vision Automation: Interact with any visible on-screen element using AppRobotic Vision, enabling reliable automation even when UI elements move or change. - Optical Character Recognition : Extract text from images with built-in OCR supporting over 28 languages, and convert images to searchable PDFs. - Machine Learning Integration: Tap into cognitive and machine learning capabilities to enhance automation processes. Primary Value and Problem Solved: AppRobotic RPA addresses the challenge of time-consuming, repetitive tasks that can hinder productivity. By automating these processes, businesses can significantly reduce operating costs, lower cycle times, and eliminate human errors. This allows employees to focus on more strategic and engaging work, ultimately boosting overall efficiency and profitability.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate AppRobotic RPA - Robotic Process Automation & Macros?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind AppRobotic RPA - Robotic Process Automation & Macros?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of AppRobotic RPA - Robotic Process Automation & Macros?

Araali Network Security Pro

Araali Networks allows lean security teams to discover their exposure - data, services, and backdoors and prioritize the top 1% of risks that really matter. The security team can use cloud-native controls or Araali's ebpf firewall to create compensating controls to neutralize these risks. In addition, Araali is introducing a new feature that allows teams to patch their CVEs, automatically using Araali - this is a game changer as it allows team to knock off 90% of critical CVEs with little effort. Coverage: VMs, Containers, and Kubernetes across the public and private clouds. How: Araali automatically discovers your apps, their networking, access privileges, and security risks. It also creates and maintains the least privilege policies for all the apps. Your teams can enforce explicit policies for “who can do what” in your virtual private cloud, blocking malicious code from establishing a backdoor or accessing your services. Araali's customers include cloud-native startups, mid-market enterprises, and government agencies. To learn more visit www.araalinetworks.com or create a free trial account by signing up on console.araalinetworks.com Use Cases: 1) SOC-2 compliance: IDS/IPS, vulnerability management, asset management, vulnerability compensation controls, app access control for 2) Egress Filtering: Monitor and control egress to third-party sites, backdoors, supply chain attacks, and ransomware 3) Risk Prioritization: Visibility into the runtime - apps and associated risks 4) Vulnerability Management and Vulnerability Shielding: prevent vuln from getting exploited - especially useful for zero-day or cases where patches are not available as seen in Log4j 5) Enforcement: Proactively or Reactively Neutralize Threats to stop them from moving laterally and exfiltrating your data.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Araali Network Security Pro?

  • Quality of Support: 9.2/10 (Category avg: 8.5/10)
  • Ease of Use: 7.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Araali Network Security Pro?

Who Uses This Product?

  • Company Size: 67% Small, 33% Medium

What Do G2 Reviewers Say About Araali Network Security Pro?

AI-generated summary from verified user reviews

Pros
  • Users value the precision in threat alerting that aids in identifying and mitigating zero-day vulnerabilities effectively.
  • Users value the seamless API integration of Araali Network Security Pro, enhancing threat detection and mitigation capabilities.
  • Users value the detection efficiency of Araali Network Security Pro, effectively identifying and addressing zero-day vulnerabilities.
  • Users commend the seamless integrations of Araali Network Security Pro, enhancing their security tool ecosystem effectively.
  • Users value the seamless integration and precision in threat detection of Araali Network Security Pro.
Cons
  • Users find the complex coding challenging, as it delays security alerts and hinders timely incident response.
  • Users find that delayed detection hampers incident response, especially with complex network setups.
  • Users find the ineffective alerts from Araali Network Security Pro hinder timely incident responses, especially in complex networks.
  • Users experience delays in receiving security alerts, complicating incident response for complex network infrastructures.
  • Users experience challenges with network issues, facing delays in security alerts that hinder timely incident response.

What Are Recent G2 Reviews of Araali Network Security Pro?

AWS Glue Connector for Google BigQuery

The AWS Glue Connector for Google BigQuery simplifies the process of connecting AWS Glue jobs to extract and load data from BigQuery. The BigQuery Connector provides comprehensive access to BigQuery data, facilitating cloud ETL processes for operational reporting, backup and disaster recovery, data governance, and more.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate AWS Glue Connector for Google BigQuery?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind AWS Glue Connector for Google BigQuery?

Who Uses This Product?

  • Company Size: 50% Small, 50% Medium

What Are Recent G2 Reviews of AWS Glue Connector for Google BigQuery?

What Are G2 Users Discussing About AWS Glue Connector for Google BigQuery?

Aws S3 Zipper V1

AWS S3 Zipper V1 is a micro-service designed to streamline the process of compressing and archiving multiple files stored in Amazon S3. By leveraging the efficiency of the Go programming language and the official AWS SDK for Go, it offers a fast, secure, and reliable solution for managing large datasets without the need for extensive local resources. Key Features and Functionality: - File-System Like Naming: Utilizes intuitive file paths for easy navigation and management within S3 buckets. - Stream Zip Archives to AWS S3: Enables direct downloading and zipping of files back to S3 buckets in a single operation, eliminating the need for pre-zipping or local storage. - Stream Zip Archives to Web: Allows on-the-fly zipping and downloading of files directly from S3 to end-users via web browsers, reducing wait times and enhancing user experience. - Comprehensive Compression Options: Supports zipping entire buckets, specific folders, or individual files, providing flexibility in data management. - High Performance and Efficiency: Built with Go's native concurrency support, ensuring rapid processing and minimal resource consumption. Primary Value and User Solutions: AWS S3 Zipper V1 addresses the challenges associated with managing and compressing large volumes of data in Amazon S3. By offering a seamless, efficient, and cost-effective solution, it eliminates the need for substantial local storage and manual processes. Users can quickly compress and archive their data directly within the AWS environment, enhancing operational efficiency and reducing overhead costs. This tool is particularly beneficial for organizations and individuals seeking to optimize their cloud storage management without compromising on performance or security.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Aws S3 Zipper V1?

  • 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 Aws S3 Zipper V1?

Who Uses This Product?

  • Company Size: 50% Medium, 50% Small

What Are Recent G2 Reviews of Aws S3 Zipper V1?

What Are G2 Users Discussing About Aws S3 Zipper V1?

AWX on Ubuntu (Ansible Tower Open Source Alternative)

This image contains AWX, the Ansible Tower open-source alternative.Use it to quickly bootstrap your DevOps CI/CD infrastructure that is powered by Ansible.Take your Ansible playbooks to another level, by leveraging the power of AWX. Run your Ansible playbooks on schedule, or enable GitOps for your projects. You can also hook your instances to AWX on boot (user data) for configuration. Many use cases to supercharge your DevOps and CI/CD workflow.You can also hook your instances to AWX on boot (user data) for configuration. Many use cases to supercharge your DevOps and CI/CD workflow.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate AWX on Ubuntu (Ansible Tower Open Source Alternative)?

  • 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: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind AWX on Ubuntu (Ansible Tower Open Source Alternative)?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of AWX on Ubuntu (Ansible Tower Open Source Alternative)?

BERT Base Cased

It takes a pair of sentences as input and classifies the input pair to 'entailment' or 'no-entailment'. The class label entailment implies the second sentence entails the first sentence, and the no-entailment implies it does not. The Text Embedding model which is pre-trained on English Text returns an embedding of the input pair of sentences. The model available for deployment is created by attaching a binary classification layer to the output of the Text Embedding model, and then fine-tuning the entire model on [QNLI](https://rajpurkar.github.io/SQuAD-explorer/ ) dataset. PyTorch, the PyTorch logo and any related marks are trademarks of Facebook, Inc.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate BERT Base Cased?

  • 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 BERT Base Cased?

Who Uses This Product?

  • Company Size: 50% Large, 50% Small

What Are Recent G2 Reviews of BERT Base Cased?

What Are G2 Users Discussing About BERT Base Cased?

BERT Base Uncased TensorFlow Sentence Pair Classification

This is a Sentence Pair Classification model built upon a Text Embedding model from [TensorFlow Hub](https://tfhub.dev/tensorflow/bert_en_uncased_L-12_H-768_A-12/2 ). It takes a pair of sentences as input and classifies the input pair to 'entailment' or 'no-entailment'. The class label entailment implies the second sentence entails the first sentence, and the no-entailment implies it does not. The Text Embedding model which is pre-trained on WikiPedia and BookCorpus returns an embedding of the input pair of sentences.

Average Rating: 4.5/5.0

Total Reviews: 2

How Do G2 Users Rate BERT Base Uncased TensorFlow Sentence Pair Classification?

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

Who Is the Company Behind BERT Base Uncased TensorFlow Sentence Pair Classification?

Who Uses This Product?

  • Company Size: 75% Medium, 25% Small

What Do G2 Reviewers Say About BERT Base Uncased TensorFlow Sentence Pair Classification?

AI-generated summary from verified user reviews

Cons
  • Users experience inaccuracy issues with BERT, impacting its effectiveness for specific use cases and requiring more time for adjustments.

What Are Recent G2 Reviews of BERT Base Uncased TensorFlow Sentence Pair Classification?

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