Best AWS Marketplace Software - Page 37

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,487

Category Stats (Sep 2026)

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

Last updated: September 15, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,200+ Authentic Reviews
  • 2,487+ Products
  • Unbiased Rankings

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

ResNet 50

This is a Image Classification model from TensorFlow Hub

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate ResNet 50?

  • 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 ResNet 50?

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

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of ResNet 50?

Resnext 50

This is a Image Classification model from PyTorch Hub

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Resnext 50?

  • Quality of Support: 6.7/10 (Category avg: 8.5/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Resnext 50?

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

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Resnext 50?

Retinanet SSD Resnet-152 640x640

This is a Object Detection Answering model from TensorFlow Hub

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Retinanet SSD Resnet-152 640x640?

  • 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 Retinanet SSD Resnet-152 640x640?

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

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Retinanet SSD Resnet-152 640x640?

What Are G2 Users Discussing About Retinanet SSD Resnet-152 640x640?

RHEL 8.2 with Support by Supported Images

This product has charges associated with it for seller support. This latest RedHat Enterprise Linux 8.2 (RHEL 8.2) is available pre-configured by Supported Images to have the latest patches and security setting at image launch. Red Hat Enterprise Linux 8 is the latest server deployment in the Red Hat family of products.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate RHEL 8.2 with Support by Supported Images?

  • 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: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind RHEL 8.2 with Support by Supported Images?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of RHEL 8.2 with Support by Supported Images?

RocketCompute

RocketCompute SaaS platform provides AI-powered continuous performance optimization for computationally heavy workloads. Telegraf-based monitoring collects data to notify you of any detected IaaS bottlenecks & inefficiencies and suggests better configuration choices to decrease cost up to 75%.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind RocketCompute?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of RocketCompute?

What Are G2 Users Discussing About RocketCompute?

R&S®Web Application Firewall (WAF) - BYOL

The R&S® Web Application Firewall is a comprehensive security solution designed to protect web applications, web services, and APIs from a wide range of cyber threats. It offers a holistic approach to application security, ensuring robust protection against attacks such as those listed in the OWASP Top 10. Key Features and Functionality: - Advanced Threat Detection: Utilizes real-time analysis, pattern recognition, and anomaly detection to identify and mitigate vulnerabilities and exploits. - Bot Mitigation: Employs user challenge methods to differentiate between human traffic, good bots, and malicious bots, allowing for tailored security policies. - Cloud Integration: Supports deployment on multiple cloud platforms, including Amazon Web Services and Microsoft Azure, enabling organizations to implement a multi-cloud strategy for redundancy and cost savings. - Scalability and Automation: Features automated deployment and scalable security capabilities, with low-touch management through APIs and dynamic configuration orchestration. - Comprehensive Security Suite: Provides a range of features for securing critical web applications, web services, and APIs, including centralized configuration, management, and monitoring of all instances. Primary Value and User Benefits: The R&S® Web Application Firewall addresses the critical need for robust web application security by offering a comprehensive suite of features that protect against a wide array of cyber threats. Its advanced threat detection capabilities ensure that vulnerabilities and exploits are identified and mitigated in real-time, safeguarding sensitive data and maintaining user trust. The bot mitigation feature allows organizations to tailor their security policies to their specific needs, effectively managing both good and malicious bot traffic. With support for multi-cloud deployment and automated scalability, the R&S® Web Application Firewall provides flexibility and cost efficiency, enabling businesses to implement a resilient and adaptable security strategy. By integrating seamlessly with existing IT systems and offering centralized management, it simplifies the administration of web application security, allowing organizations to focus on their core operations while ensuring robust protection against evolving cyber threats.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind R&S®Web Application Firewall (WAF) - BYOL?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of R&S®Web Application Firewall (WAF) - BYOL?

Ruby 2.6 on Alpine 3.8

Ruby 2.6 on Alpine 3.8 is a lightweight and efficient container image that combines the Ruby 2.6 programming language with the Alpine 3.8 Linux distribution. This combination offers developers a minimalistic and secure environment for building and deploying Ruby applications, particularly in resource-constrained settings. Key Features and Functionality: - Lightweight Base: Alpine 3.8 is renowned for its small size and simplicity, reducing the overall footprint of the container image. - Ruby 2.6 Integration: Provides the full capabilities of Ruby 2.6, including performance improvements and new language features. - Security Focus: Alpine's security-oriented design, combined with Ruby 2.6's updates, ensures a robust environment for application development. - Resource Efficiency: Ideal for environments where resources are limited, such as in microservices architectures or edge computing scenarios. Primary Value and User Solutions: This container image addresses the need for a streamlined, secure, and efficient platform for Ruby application development. By leveraging the minimalistic nature of Alpine Linux and the enhanced features of Ruby 2.6, developers can build and deploy applications faster, with reduced resource consumption and improved security. This is particularly beneficial for organizations aiming to optimize their infrastructure and operational costs while maintaining high performance and reliability.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Ruby 2.6 on Alpine 3.8?

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

Who Is the Company Behind Ruby 2.6 on Alpine 3.8?

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About Ruby 2.6 on Alpine 3.8?

AI-generated summary from verified user reviews

Pros
  • Users value the speed and efficiency of Ruby 2.6 on Alpine 3.8, enhancing their development experience significantly.
Cons
  • Users find debugging difficult on Alpine due to its minimal environment and lack of standard tools.

What Are Recent G2 Reviews of Ruby 2.6 on Alpine 3.8?

Ruby with Ubuntu 20.04

Ruby on Ubuntu 20.04 LTS, supported by Cognosys, is a pre-configured Amazon Machine Image (AMI) designed to enhance web application performance by leveraging Ruby's capabilities on the stable and secure Ubuntu 20.04 LTS operating system. This solution simplifies the deployment process, allowing developers to focus on building and optimizing their applications without the overhead of manual setup. Key Features and Functionality: - Pre-Configured Environment: The AMI comes with Ruby installed on Ubuntu 20.04 LTS, providing a ready-to-use environment for web application development. - Performance Optimization: Deploying Ruby on this platform can significantly improve website speed and performance by efficiently handling web traffic and reducing server load. - Scalability: The solution is designed to handle increased web traffic, ensuring that applications remain responsive and reliable under varying loads. - Flexibility: Users have the ability to customize caching rules and configurations to suit specific application requirements. - 24/7 Support: Cognosys provides continuous support, ensuring that any issues are promptly addressed to maintain optimal performance. Primary Value and Problem Solved: This product addresses the challenges associated with setting up and optimizing a Ruby development environment on Ubuntu 20.04 LTS. By offering a pre-configured and performance-tuned AMI, it eliminates the complexities of manual installation and configuration, allowing developers to deploy applications more efficiently. The solution enhances web performance through effective caching strategies, accelerates content delivery, and reduces server load, resulting in a superior user experience. Additionally, the 24/7 support ensures that any technical issues are swiftly resolved, minimizing downtime and maintaining application reliability.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Ruby with Ubuntu 20.04?

  • 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 Ruby with Ubuntu 20.04?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Ruby with Ubuntu 20.04?

SambaCloud

SambaCloud is a high-performance, serverless inference cloud engineered to deliver fast speeds on the best open-source AI models powered by the advanced SN40L RDU chip. These speeds have been independently benchmarked by Artificial Analysis. SambaCloud is designed for developers and enterprises looking to accelerate AI deployments without compromising on performance, security, or flexibility. • Ultra-Fast Inference: Achieve industry-leading inference speeds on the largest and most complex models, thanks to the purpose-built SN40L RDU chip. • Absolute Data Privacy: SambaCloud never collects or accesses your data or prompts for peace of mind. • Top Open-Source Models: Enjoy wide support for cutting-edge models, like OpenAI gpt-oss, DeepSeek, and Meta Llama, for application development in text, image, and audio processing. • Seamless Ecosystem Integration: Integrate easily with platforms, such as Hugging Face, AWS, CrewAI, and Blackbox, to expand development possibilities and streamline operations. • Easy Migration Path: OpenAI-compatible APIs enable quick transition of existing workflows. SambaCloud empowers teams to innovate at scale by reducing response times for AI inference and supporting even the most demanding enterprise workloads. Developers benefit from absolute data privacy, robust infrastructure choices, and freedom to use the most advanced open-source models. The platform’s extensive integration support accelerates development and deployment cycles, while the simple migration process eases the transition from other providers by minimizing disruption. SambaCloud delivers the speed, security, and flexibility required for next-generation AI applications. With its technical excellence and developer-first design, SambaCloud is the foundation for AI innovation wherever you need it.

Average Rating: 4.1/5.0

Total Reviews: 5

How Do G2 Users Rate SambaCloud?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 8.7/10)
  • Quality of Support: 7.5/10 (Category avg: 8.5/10)
  • Ease of Admin: 7.9/10 (Category avg: 8.6/10)
  • Ease of Use: 8.0/10 (Category avg: 8.7/10)

Who Is the Company Behind SambaCloud?

  • Seller: SambaNova AI
  • Year Founded: 2017
  • HQ Location: Palo Alto, US
  • Twitter: @SambaNovaAI
    29,116 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    480 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 80% Small, 40% Medium

What Are Recent G2 Reviews of SambaCloud?

Samba Server - Ready to Go

Introducing our product, the effortless solution for seamless access to your valuable resources within a VPC. Designed to simplify your workflow, our product enables you to effortlessly mount up to 25 EBS drives, providing convenient browsing of existing content without any hassle. With our product, remote access becomes a breeze, as it allows you to easily mount your drives over a VPN, ensuring secure and efficient connectivity. Say goodbye to complex configurations and time-consuming setups - our product is ready to go immediately after deployment. One of our product's key strengths lies in its intuitive design, which eliminates the need for any management on your part. By effortlessly granting you easy access to common resources within your VPC, our product enhances collaboration and boosts productivity for your entire team. Experience the freedom of exploring your EBS content with unparalleled ease. Our product's user-friendly interface enables you to browse and locate files effortlessly, making your daily operations seamless and efficient. No more wasted time searching for essential documents - our product simplifies the process, allowing you to focus on what truly matters. Discover the power of our product today and unlock a new level of productivity within your VPC. Experience the joy of effortless resource management, streamlined remote access, and seamless browsing of existing EBS content. Say goodbye to complexity and embrace the simplicity of our product.

Average Rating: 5.0/5.0

Total Reviews: 2

How Do G2 Users Rate Samba Server - Ready to Go?

  • 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 Samba Server - Ready to Go?

  • Seller: 0x4447
  • Year Founded: 2016
  • HQ Location: Dover, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Samba Server - Ready to Go?

What Are G2 Users Discussing About Samba Server - Ready to Go?

SA onDEMAND

SA onDEMAND brings a revolutionary approach to showcasing Cloud Partner Profiles and Solutions. Discover a suite of tools designed to enhance your visibility, streamline your scheduling, and connect you with a vast network of Cloud Sellers and IT Decision-Makers.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate SA onDEMAND?

  • 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: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind SA onDEMAND?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of SA onDEMAND?

Sapphire CAA20 Cloud Automation Appliance

The Sapphire CAA20 Cloud Automation Appliance (CAA is a robust solution designed to streamline and automate IP address and DNS name assignments within virtualized environments. By integrating seamlessly into Virtual Network Function (VNF and Virtual Machine (VM orchestration workflows, it ensures efficient and accurate network configurations for both public and private cloud deployments. This automation enhances operational efficiency and reduces the potential for manual errors in network management. Key Features and Functionality: - Automated IP Address Assignments: Facilitates the automatic allocation of IP addresses for cloud-based VMs, ensuring consistent and error-free network configurations. - Virtual Discovery: Enables comprehensive tracking of IP assignments across both cloud and on-premises networks, providing a unified view of network resources. - Unified Management Interface: Offers a centralized platform to manage IP addresses in public and private cloud environments, simplifying network administration. Primary Value and User Benefits: The Sapphire CAA20 addresses the complexities associated with manual IP and DNS configurations in dynamic cloud environments. By automating these critical processes, it minimizes the risk of configuration errors, accelerates deployment times, and ensures consistent network setups. This leads to improved operational efficiency, enhanced network reliability, and a more agile response to changing business needs.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Sapphire CAA20 Cloud Automation Appliance?

  • 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 Sapphire CAA20 Cloud Automation Appliance?

  • Seller: BT Global Services
  • Year Founded: 2000
  • HQ Location: London, United Kingdom
  • Twitter: @bt_global
    21,031 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    391 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Sapphire CAA20 Cloud Automation Appliance?

ScaiPlatform

ScaiPlatform is a comprehensive business intelligence and data management solution designed to empower organizations with real-time data access and analytics. It seamlessly integrates with various SQL databases and data warehouses, enabling users to explore, manipulate, and visualize data without the need for coding. With its user-friendly interface, ScaiPlatform caters to both technical and non-technical users, facilitating efficient decision-making processes. Key Features and Functionality: - Real-Time Data Access: Connect instantly to multiple SQL data sources, allowing users to navigate schemas, tables, and views with up-to-date information. - Interactive Dashboards: Create and customize dashboards featuring tables, graphs, and single metrics from diverse data sources, enhancing data visualization and reporting. - Data Manipulation Tools: Perform operations such as joining, pivoting, and aggregating data, as well as adding, editing, and deleting records through a point-and-click interface, eliminating the need for coding. - Automation Capabilities: Automate reporting and workflow processes, reducing manual workload and ensuring timely data delivery. - User Access Control: Configure data visibility and access rights at the column level for different user roles, ensuring controlled transparency and security. Primary Value and User Solutions: ScaiPlatform addresses the challenge of accessing and analyzing real-time data across multiple sources without extensive technical expertise. By providing a centralized platform for data exploration, visualization, and management, it enables organizations to make informed, data-driven decisions efficiently. The platform's automation features further streamline reporting and workflow processes, significantly reducing manual effort and enhancing productivity. With its intuitive design and robust functionality, ScaiPlatform empowers users at all levels to harness the full potential of their data assets.

Average Rating: 4.3/5.0

Total Reviews: 5

How Do G2 Users Rate ScaiPlatform?

  • Has the product been a good partner in doing business?: 7.2/10 (Category avg: 8.7/10)
  • Quality of Support: 8.7/10 (Category avg: 8.5/10)
  • Ease of Admin: 6.7/10 (Category avg: 8.6/10)
  • Ease of Use: 7.7/10 (Category avg: 8.7/10)

Who Is the Company Behind ScaiPlatform?

  • Seller: ScaiData
  • Year Founded: 2017
  • HQ Location: Foster City, US
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Small, 33% Large

What Do G2 Reviewers Say About ScaiPlatform?

AI-generated summary from verified user reviews

Pros
  • Users find ScaiPlatform's ease of use beneficial for simplifying AI model development and enhancing productivity.
  • Users value the adaptability of ScaiPlatform, which simplifies building, deploying, and scaling AI models effectively.
  • Users value the automation capabilities of ScaiPlatform for streamlining workflows and enhancing efficiency.
  • Users appreciate the deployment ease of ScaiPlatform, simplifying AI model building and scaling for developers and data scientists.
  • Users find ScaiPlatform to be a valuable resource for detailed microbiology and agriculture research, especially for plant diseases.
Cons
  • Users find the content too complex for general users, making it less accessible for casual readers or beginners.
  • Users find the content too technical for general users, making it less accessible for beginners and casual readers.
  • Users find the short trial period of ScaiPlatform limiting compared to other software options available.
  • Users find the learning curve steep, making ScaiPlatform less accessible for beginners and casual readers.
  • Users find the learning difficulty of ScaiPlatform a barrier, making it less suitable for casual readers and beginners.

What Are Recent G2 Reviews of ScaiPlatform?

Scan Open Ports

Security Auditing, Network Exploration and Check for Open ports on target hostIf you want to scan your target without any additional installations, skills, or it is lazy to configure or open terminal and enter this commands then nmap.online for you.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Scan Open Ports?

  • 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: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Scan Open Ports?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Scan Open Ports?

What Are G2 Users Discussing About Scan Open Ports?

Secured Developers Windows Community Windows on 2012 R2

The Secured Developers Windows Community Windows on 2012 R2 is a pre-configured Amazon Machine Image (AMI) designed to provide developers with a secure and efficient Windows Server 2012 R2 environment on AWS. This AMI comes equipped with essential development tools and applications, enabling developers to quickly set up and manage their development environments without the overhead of manual configurations. Key Features and Functionality: - Pre-Installed Development Tools: The AMI includes popular development applications such as Notepad++ and Android Studio, offering a ready-to-use platform for various development tasks. - Secure Environment: Configured with security best practices, the AMI ensures a safe development environment, reducing vulnerabilities and enhancing compliance. - Optimized Performance: Tailored for AWS infrastructure, the AMI provides optimized performance for development workloads, ensuring efficient resource utilization. Primary Value and Problem Solved: This AMI addresses the challenge of setting up a secure and efficient development environment by offering a pre-configured Windows Server 2012 R2 instance with essential tools. It eliminates the need for manual installations and configurations, allowing developers to focus on coding and testing. Additionally, by providing a secure and optimized environment, it reduces the risk of security breaches and performance issues, thereby enhancing productivity and operational efficiency.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Secured Developers Windows Community Windows on 2012 R2?

  • 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: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Secured Developers Windows Community Windows on 2012 R2?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Secured Developers Windows Community Windows on 2012 R2?

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