Best AWS Marketplace Software - Page 149

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.

Streaming Anomaly Detector For Categorical Data

Easily embed real-time anomaly detection capabilities into your apps. Deployed as a container, this API scores the relative novelty of categorical data observations (strings, names, paths, etc.) to identify issues, problems and outliers-even in highly cardinal datasets.

Who Is the Company Behind Streaming Anomaly Detector For Categorical Data?

  • Seller: thatDot
  • Year Founded: 2019
  • HQ Location: Portland, US
  • LinkedIn® Page: www.linkedin.com
    17 employees on LinkedIn®

Stream processing

Streaming analytics capability is one of the modular part of Analytical Data Platform which provisions AWS EMR, AWS Kinesis, Apache Airflow if it was already provisioned by Batch Analytics - it will reuse existing infrastructure to run streaming jobs on top of EMR orchestrated by Apache Airflow.

Who Is the Company Behind Stream processing?

  • Seller: Grid Dynamics
  • Year Founded: 2006
  • HQ Location: San Ramon, California, United States
  • LinkedIn® Page: www.linkedin.com
    4,296 employees on LinkedIn®
  • Ownership: NASDAQ: GDYN

Structured File Lens

The Structured File Lens is a versatile tool designed to automate the transformation of semi-structured data formats—including CSV, JSON, XML, XLSX, and ODS—into fully compatible RDF 1.1 data (N-QUADS or Labelled Property Graph CSV. This lightweight, highly scalable, and platform-agnostic solution ensures seamless integration with various graph databases, facilitating efficient data management and analysis. Key Features and Functionality: - Automated Data Transformation: Converts semi-structured files into RDF 1.1 or Labelled Property Graph CSV formats, streamlining data processing workflows. - Provenance Tracking: Includes provenance information by default, enhancing data traceability and reliability. - Compatibility with Graph Databases: Supports integration with common graph databases, including full compatibility with Amazon Neptune. - Adherence to W3C Standards: Complies with W3C Semantic Web Standards, such as RDF 1.1 and SPARQL 1.1, ensuring interoperability and adherence to industry best practices. Primary Value and User Solutions: The Structured File Lens addresses the challenge of converting diverse semi-structured data formats into standardized graph data models. By automating this process, it reduces manual effort, minimizes errors, and accelerates data integration tasks. Its scalability and platform independence make it suitable for various environments, from on-premises setups to cloud-based infrastructures. Users benefit from enhanced data interoperability, improved data quality through provenance tracking, and seamless integration with existing graph databases, ultimately enabling more effective data analysis and decision-making processes.

Who Is the Company Behind Structured File Lens?

Styra

Styra are the creators and maintainers of Open Policy Agent and leaders in cloud-native authorization. Our mission at Styra is to provide unified authorization and policy across the cloud-native stack. Styra enables enterprises to define, enforce and monitor policy across their cloud-native environments. With a combination of open source (Open Policy Agent) and commercial products (Styra Declarative Authorization Service and Styra Run), Styra provides security, operations and compliance guardrails to protect applications, as well as the infrastructure they run on. Styra policy-as-code approach lets developers, DevOps, and security teams mitigate risks, reduce human error and accelerate application development. Styra is rethinking authorization policy by providing enterprises with context-based policy guardrails to mitigate risk, reduce errors and accelerate development

Average Rating: 4.5/5.0

Total Reviews: 3

How Do G2 Users Rate Styra?

  • 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: 6.7/10 (Category avg: 8.6/10)
  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Styra?

  • Seller: Styra
  • Year Founded: 2016
  • HQ Location: Redwood City, California, United States
  • Twitter: @styrainc
    3,357 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 67% Large, 33% Small

What Are Recent G2 Reviews of Styra?

Suavei Internet Security (SaaS)

Suavei Internet Security is a Software-as-a-Service (SaaS platform designed to perform comprehensive cybersecurity assessments on devices, virtual machines (VMs, and servers connected to Amazon Virtual Private Clouds (VPCs or the public internet. By leveraging artificial intelligence and machine learning algorithms, Suavei automates device identification and vulnerability scanning, providing users with a security risk rating, potential impact analysis, and actionable recommendations to remediate and secure their devices. This solution is particularly effective for Internet of Things (IoT and 5G devices, offering rapid threat detection and mitigation without the need for hardware installations. Key Features and Functionality: - Flexible Scanning Capabilities: Suavei can assess any device or computer accessible over IP, ensuring comprehensive coverage across various network environments. - Easy Deployment and Use: With minimal configuration steps, users can quickly set up and operate cybersecurity assessments through Suavei's secure web interface or REST API. - Thorough Reporting: The platform provides detailed scan results, including high-level analyses and specific instructions to enhance security posture. - AI-Powered Automation: Utilizing machine learning, Suavei dynamically automates device identification and ongoing scan calibrations, significantly reducing manual effort and operational costs. - Scalability: As a SaaS solution, Suavei scales to meet the needs of businesses of all sizes, from small enterprises to large organizations, without limitations on the number of devices scanned. Primary Value and Problem Solved: Suavei Internet Security addresses the critical challenge of securing rapidly expanding networks of IoT and 5G devices, which often lack robust security features and can serve as entry points for cyberattacks. Traditional vulnerability scanning methods are typically manual, time-consuming, and complex, making them inefficient for modern, dynamic network environments. Suavei's AI-driven, automated approach enables organizations to quickly identify and mitigate vulnerabilities, reducing the attack surface and enhancing overall cybersecurity resilience. By eliminating the need for hardware installations and offering a user-friendly interface, Suavei simplifies the process of maintaining a secure network, even in remote locations with limited internet connectivity.

Who Is the Company Behind Suavei Internet Security (SaaS)?

Sunlight NexCenter

Sunlight NexCenter is a centralized management platform designed to streamline the deployment, monitoring, and management of edge computing infrastructures. It provides a unified interface for overseeing distributed edge environments, enabling efficient orchestration of resources and applications across multiple locations. Key Features and Functionality: - Edge Orchestration: Offers a single UI or API to manage all edge deployments, including virtual machine management and data protection. - Sunlight AppLibrary: Facilitates automated deployment of applications and infrastructure through customizable recipes, leveraging Infrastructure as Code principles. - High Availability: Ensures fail-over and redundancy for mission-critical applications at the edge, minimizing downtime and reducing service costs. - Security: Incorporates hardened components with fine-grained CPU and memory allocation to guard against exploits, and controls I/O interfaces to separate content and network traffic. - Cost Efficiency: Priced for edge economics with flexible per-node terms, making it suitable for large-scale deployments. Primary Value and User Solutions: Sunlight NexCenter addresses the complexities of managing distributed edge computing environments by providing a centralized, user-friendly platform. It simplifies the deployment and management of applications across numerous edge locations, enhances system reliability through high availability features, and ensures robust security measures. By automating processes and offering a cost-effective solution, NexCenter enables organizations to efficiently scale their edge operations while reducing operational overhead and minimizing downtime.

Who Is the Company Behind Sunlight NexCenter?

Sunlight NexVisor

Sunlight NexVisor is a lightweight, Type 1 hypervisor engineered to deliver near bare-metal performance with minimal overhead. As a core component of Sunlight's HyperConverged Edge platform, NexVisor is optimized for high-performance hardware technologies, enabling efficient virtualization of data-intensive applications across cloud, on-premises, and edge environments. Key Features and Functionality: - Bare-Metal Performance: Eliminates the typical virtualization overhead, achieving over 1 million IOPS per fully virtualized instance and supporting the fastest NVMe storage and network hardware. - Compact Footprint: With a memory footprint of just 500MB for the entire HCE stack, NexVisor is ideal for resource-constrained edge deployments, being 1/100th the size of traditional hyperconverged infrastructure stacks. - High Availability: Offers rapid, automated failover of virtual machines, with server, rack, and availability zone-level high availability policies, ensuring continuous operation of critical applications. - Ease of Implementation and Management: The Sunlight HCE stack can be installed on bare-metal servers within minutes. The integrated Edge Stack Console provides comprehensive management of clusters, including detailed control over CPU, storage, and network configurations. - Security: Designed with security at its core, NexVisor includes hardened components and fine-grained CPU and memory allocation to guard against exploits, along with control over I/O interfaces to separate content and network traffic. Primary Value and User Solutions: Sunlight NexVisor addresses the challenges of running high-performance, data-intensive applications by providing a hyperconverged infrastructure that delivers exceptional performance with minimal resource consumption. It enables organizations to maximize hardware investments, reduce infrastructure costs by up to 70%, and efficiently deploy applications in edge environments where space, power, and cooling are limited. By supporting both x86 and Arm architectures, NexVisor offers flexibility and scalability, making it suitable for a wide range of industries, including AI, big data, analytics, and rendering.

Who Is the Company Behind Sunlight NexVisor?

Support For Archivebox

This product has charges associated with it for seller support. A powerful self-hosted internet archiving solution

Who Is the Company Behind Support For Archivebox?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Support for Confluent Platform : full-scale event streaming platform

Confluent Platform lets you focus on how to derive business value from your data rather than worrying about the underlying mechanics, such as how data is being transported or integrated between disparate systems. Specifically, Confluent Platform simplifies connecting data sources to Kafka, building streaming applications, as well as securing, monitoring, and managing your Kafka infrastructure. Today, Confluent Platform is used for a wide array of use cases across numerous industries, from financial services, omnichannel retail, and autonomous cars, to fraud detection, microservices, and IoT.

Who Is the Company Behind Support for Confluent Platform : full-scale event streaming platform?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Support For Ghost : publishing platform based on Node.js

This is a repackaged open source software product wherein additional charges apply for support. Ghost is the fast, modern publishing solution.Rich editor is designed solely around providing the best possible writing experience. It makes formatting posts a lot more flexible.

Who Is the Company Behind Support For Ghost : publishing platform based on Node.js?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Support for Gitbucket - Open Source Git platform on JVM

This product has charges associated with it for seller support. GitBucket is a Git web platform powered by Scala offering easy installation, Intuitive UI, High extensibility by plugins and API compatibility with GitHub

Who Is the Company Behind Support for Gitbucket - Open Source Git platform on JVM?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Support for Gogs: A painless self-hosted Git service

This product has charges associated with it for seller support. The Gogs project aims to build a simple, stable and extensible self-hosted Git service that can be setup in the most painless way.

Who Is the Company Behind Support for Gogs: A painless self-hosted Git service?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

support for Moodle - learning platform

This product has charges associated with it for seller support. Moodle is popular learning management system

Who Is the Company Behind support for Moodle - learning platform?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Support For OKD (Openshift) 3.11

This product has charges associated with it for seller support. OKD (Openshift origin) is the Community Distribution of Kubernetes that powers Red Hat OpenShift.

Who Is the Company Behind Support For OKD (Openshift) 3.11?

  • Seller: Hossted
  • Year Founded: 2006
  • HQ Location: Bnei Brak, Israel
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®
Neeraja Prakash
NP
Researched and written by Neeraja Prakash
Updated June 16, 2025