# Best AWS Marketplace Software - Page 54

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

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

### Category Stats (Aug 2026)

- **Average Rating:** 4.39/5 (↓0.01 vs Jul 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: August 01, 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**

### Cyble

Cyble is an AI-native cybersecurity solution designed to help organizations enhance their digital security posture through real-time intelligence, detection, and response capabilities. By leveraging advanced agentic AI and processing vast amounts of data, Cyble empowers businesses to navigate the complexities of the cyber threat landscape effectively. Its unique approach involves collecting and enriching signals from various sources, including the dark web, deep web, and surface web, providing unparalleled visibility into emerging threats and adversarial activities. Targeting a wide range of industries, Cyble's platform is particularly beneficial for security teams, risk management professionals, and organizations that prioritize safeguarding their digital assets. The comprehensive suite of solutions offered by Cyble includes Threat Intelligence, Dark Web & Deep Web Monitoring, Attack Surface Management (ASM), and Brand Intelligence, among others. These tools are designed to address specific use cases such as identifying vulnerabilities, monitoring brand reputation, and managing third-party risks, making it an essential resource for organizations aiming to bolster their cybersecurity measures. Cyble's key features are centered around its unified platform, which integrates multiple cybersecurity functions into a single interface. This integration allows for seamless communication between different security components, enabling teams to anticipate, identify, and neutralize threats with remarkable speed and precision. For instance, the Digital Forensics & Incident Response (DFIR) capabilities equip organizations with the tools needed to investigate and respond to incidents effectively, while the DDoS Protection and Cloud Security Posture Management (CSPM) features ensure that businesses can maintain operational integrity even under attack. Moreover, Cyble stands out in its category by combining vast data intelligence with cutting-edge AI automation. This proactive defense strategy not only helps organizations react to cyber threats but also empowers them to stay ahead of potential risks. By enhancing visibility into the threat landscape and providing actionable insights, Cyble enables enterprises to protect their assets, safeguard brand trust, and operate with confidence in an increasingly complex digital environment. The result is a robust cybersecurity framework that supports organizations in navigating the ever-evolving challenges of the cyber world.

[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=2026-08-01T18%3A10%3A03Z&secure%5Bdisplayable_resource_id%5D=2832&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=149786&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=149786&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%3D54&secure%5Btoken%5D=116a53a30baadda031d1048a8acc24e2c0df34c3fa7bdf7dd3025ef3edf0f225&secure%5Burl%5D=https%3A%2F%2Fcyble.com%2Frequest-demo%2F&secure%5Burl_type%5D=custom_url)

### [AWS Direct Connect Enablement](https://www.g2.com/products/aws-direct-connect-enablement/reviews)

Clair provides Instant Pay Access as a Service for HCM and gig platforms to allow workers to get paid daily.

#### Who Is the Company Behind AWS Direct Connect Enablement?

- **Seller:** [Clair](https://www.g2.com/sellers/clair)
- **Year Founded:** 2019
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3156df87c67566acf5bbcf606f62c9112344bb5e8c991e99b1412175d792dbc4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclair%2F&secure%5Burl_type%5D=linkedin_company_website)  
67 employees on LinkedIn®

### [AWS Nitro Enclaves Developer AMI](https://www.g2.com/products/aws-nitro-enclaves-developer-ami/reviews)

The Nitro Enclaves Developer AMI contains the necessary tools and components to build enclave applications. It also contains samples, such as hello-enclave, vsock\_sample and kmstool, to demonstrate how to use and develop your own enclave applications.

#### Who Is the Company Behind AWS Nitro Enclaves Developer AMI?

- **Seller:** [Amazon Web Services (AWS)](https://www.g2.com/sellers/amazon-web-services-aws-3e93cc28-2e9b-4961-b258-c6ce0feec7dd)
- **Year Founded:** 2006
- **HQ Location:** Seattle, WA
- **Twitter:** @awscloud  
2,232,483 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=072881eee28a2afe24f8d1bda9f20e3e146b9fb4b214f216411ce2ed6898b31e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Famazon-web-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
147,094 employees on LinkedIn®
- **Ownership:** NASDAQ: AMZN

### [aws node-installer image 9.1+](https://www.g2.com/products/aws-node-installer-image-9-1/reviews)

A node installer image for extending a bright managed cluster into AWS.

#### Who Is the Company Behind aws node-installer image 9.1+?

- **Seller:** [NVIDIA](https://www.g2.com/sellers/nvidia)
- **Year Founded:** 1993
- **HQ Location:** Santa Clara, CA
- **Twitter:** @nvidia  
2,582,827 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=78ee5403fa8a1bf981ce9ddbc58839ffedf0b07ab7bb703e5734e5f87464a603&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3608%2F&secure%5Burl_type%5D=linkedin_company_website)  
48,229 employees on LinkedIn®
- **Ownership:** NVDA

### [AWS Project Resource Cost Calculator/Consultation](https://www.g2.com/products/aws-project-resource-cost-calculator-consultation/reviews)

Jefferson Frank is an AWS Advanced Technology Partner focused exclusively on delivering AWS staffing resources for your current and upcoming Cloud Projects. Our project Resource Calculation/Consultation is designed to give you real time data on resource costs delivered in a custom report designed around Location, Seniority, and Resource Skills. Jefferson Frank's calculator and consultation will help you budget for your AWS projects while utilizing our industry insight to provide cost saving and optimization recommendations.

#### Who Is the Company Behind AWS Project Resource Cost Calculator/Consultation?

- **Seller:** [Jefferson Frank](https://www.g2.com/sellers/jefferson-frank)
- **HQ Location:** New York City, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=430e5ec70cee435e64f682cb4f8854846209375235b25e2bdfec9b2b0817a1fc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fjefferson-frank&secure%5Burl_type%5D=linkedin_company_website)  
148 employees on LinkedIn®

### [Axrail AI Agent Solution](https://www.g2.com/products/axrail-ai-agent-solution/reviews)

Axrail AI Agent Solution is an AI-powered automation system designed to streamline document-driven business processes across procurement, finance, and customer support functions. By leveraging intelligent, cloud-based automation, it addresses common operational challenges such as manual document handling, delayed reconciliations, inconsistent data formats, and limited access to insights. This solution enhances operational efficiency, improves data accuracy, and enables more informed, near real-time decision-making across key business workflows. Key Features and Functionality: - AI Agent for Three-Way Matching: Automates the comparison of Purchase Orders (POs), Goods Receipt Notes (GRNs), and Invoices to identify matched and mismatched records across key fields such as item description, quantity, and unit price. - AI Agent for Invoice Processing: Extracts and classifies key fields from supplier invoices, including invoice number, date, vendor name, and total amount, facilitating downstream validation and reconciliation. - Customer Service Agent: A generative AI-powered chatbot designed to streamline support by automatically addressing common inquiries and providing product information. Utilizing natural language processing (NLP) and advanced information retrieval techniques, the chatbot efficiently responds to customer questions based on a knowledge base built from FAQs and product documents. Primary Value and Problem Solved: Axrail AI Agent Solution eliminates manual bottlenecks, reduces human error, and scales operations seamlessly, allowing teams to focus on strategic work that drives real business value. By automating traditionally manual and error-prone processes, the system enhances operational efficiency, improves data accuracy, and enables more informed, near real-time decision-making across key business workflows. Deployed using cloud-native services on AWS, it ensures scalability, security, and high availability.

#### Who Is the Company Behind Axrail AI Agent Solution?

- **Seller:** [Axrail Pte Ltd](https://www.g2.com/sellers/axrail-pte-ltd)
- **Year Founded:** 2019
- **HQ Location:** Singapore, SG
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0419cf543589d5e5c743e859dbd7fdff688d1e9b9e1ea25393096f10fb4e59f6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faxrail-ai&secure%5Burl_type%5D=linkedin_company_website)  
52 employees on LinkedIn®

### [Axstrm DataOps](https://www.g2.com/products/axstrm-dataops/reviews)

Transform data into intelligence with our DataOps solutions. Axstrm DataOps will help you build a data-driven competitive edge, handling the complete lifecycle of the data from streaming to reporting. We can support the whole integration, implementation and data management process for you - Data Stream Management & Analytics from different sources, Data Distribution & Processing, Data Storage Management, Transactional & Analytical Database Process Management.

#### Who Is the Company Behind Axstrm DataOps?

- **Seller:** [Axstrm](https://www.g2.com/sellers/axstrm-42d05f1d-b1ff-4e14-b754-62b4e3a36f6e)
- **HQ Location:** San Ramon, US
- **Twitter:** @axstrm  
5 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=19f49f5d5e73ab8231ba467c8939b3836e61711f15fcc7f2fcfdcd98e613f5b6&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faxstrm&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [AzuraCast Radio Management](https://www.g2.com/products/azuracast-radio-management/reviews)

This AzuraCast - Radio Management Image is packaged to leverage cost-effectiveness, scalability, and flexibility. The product has charges associated with it for support, maintenance, and pre-configuration to be instantaneously deployed on AWS Marketplace with all security and enterprise standards.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate AzuraCast Radio Management?

- **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:** 9.2/10 (Category avg: 8.6/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind AzuraCast Radio Management?

- **Seller:** [Tidal Media Inc](https://www.g2.com/sellers/tidal-media-inc)
- **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®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of AzuraCast Radio Management?

**["Easy Icecast Setup and Maintenance with Live Streaming"](https://www.g2.com/survey_responses/azuracast-radio-management-review-12674044)**

**Rating:** 5.0/5.0 stars

_— David L._

[Read full review](https://www.g2.com/survey_responses/azuracast-radio-management-review-12674044)

**["AzuraCast is good for music WebRadio"](https://www.g2.com/survey_responses/azuracast-radio-management-review-8317212)**

**Rating:** 4.5/5.0 stars

_— Алексей ._

[Read full review](https://www.g2.com/survey_responses/azuracast-radio-management-review-8317212)

### [B2T Service Community Plan](https://www.g2.com/products/b2t-service-community-plan/reviews)

The B2T Service Community Plan, offered by TaxMeter International, is a cloud-based solution that automates income tax calculations directly from a company's accounting records. Utilizing the proprietary B2T Engine, it performs critical book-to-tax adjustments automatically, eliminating the need for users to have prior accounting or tax knowledge. By simply submitting input data via an Excel file, users can achieve accurate tax computations without manual intervention. Key Features and Functionality: - Fully Automated Book-to-Tax Adjustments: The B2T Engine processes accounting data to perform necessary tax adjustments, ensuring compliance with tax regulations. - No Accounting or Tax Expertise Required: Users can input business data without needing to understand complex accounting standards or tax laws, as the engine incorporates these internally. - User-Overridable Rates and Formulas: While the engine provides automated calculations, users have the flexibility to override rates and formulas to accommodate specific scenarios or preferences. Primary Value and User Solutions: The B2T Service Community Plan addresses the challenge of complex and time-consuming tax calculations by offering a streamlined, automated process. It reduces the risk of human error, ensures compliance with current tax regulations, and saves valuable time for businesses. This service is particularly beneficial for small to medium-sized enterprises lacking in-house tax expertise, as it simplifies the tax computation process and allows them to focus on core business activities.

#### Who Is the Company Behind B2T Service Community Plan?

- **Seller:** [TaxMeter International](https://www.g2.com/sellers/taxmeter-international)
- **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®

### [Baby i](https://www.g2.com/products/baby-i/reviews)

Baby i is a comprehensive suite developed by Infinite Corporation to facilitate the migration of IBM AS/400 applications to Amazon Web Services (AWS). It includes compilers, utilities, and operating system services that enable applications written in RPG for the AS/400 environment to be migrated at the source code level, recompiled, and executed natively on AWS. Key Features and Functionality: - Source-Level Migration: Allows AS/400 applications to be migrated at the source code level, preserving existing codebases. - Infinite Deployment Environment: Executes recompiled object code natively under AWS, replicating the AS/400 operating environment. - Database Replication: Includes a complete replication of the AS/400 database (DB2/400, enabling applications to function as they did on the original platform without extensive code rewriting. - Platform Independence: Generates truly native multi-platform solutions, allowing applications to run on standard AWS Virtual Machines. Primary Value and Problem Solved: Baby i offers a cost-effective and efficient alternative to rewriting or redeveloping AS/400 applications. By enabling rapid migration with minimal risk, it protects the investment in legacy code and current support and development staff. The solution reduces the number of platforms to be supported, lowers operational costs, and provides a scalable architecture through AWS. Additionally, Baby i facilitates database independence by migrating and executing DB2/400 data in AWS without requiring IBM database licensing, resulting in significant cost savings.

#### Who Is the Company Behind Baby i?

- **Seller:** [Infinite Software](https://www.g2.com/sellers/infinite-software-219ea997-f26e-4cdc-8cd9-6fb781ab952c)
- **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®

### [Back2Classroom App](https://www.g2.com/products/back2classroom-app/reviews)

A unique solution for educational institutions such as Universities, Community Colleges and local schools to manage in-person and remote attendance to classrooms. Our solution launched for the fall 2020 semester, is used by higher education institutes to safely bring back students into socially distanced classrooms and our analytics provide unprecedented visibility of student attendance at course, department, college and campus level. With a free 30-day pilot program, we will help you customize the application to your needs, integrate your data and dry-run the system for acceptance testing.

#### Who Is the Company Behind Back2Classroom App?

- **Seller:** [Aegean AI](https://www.g2.com/sellers/aegean-ai)
- **Year Founded:** 2020
- **HQ Location:** Randolph, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4d7837b4cd39246e81ffd9be8a9be4e94d568e64f41d9858ca933566b3e79b40&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faegean-ai&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Badu Networks WarpVM Cloud Network Optimization - 2Gbps](https://www.g2.com/products/badu-networks-warpvm-cloud-network-optimization-2gbps/reviews)

WarpVM™ by Badu Networks is a cloud network optimization solution designed to enhance AWS application performance by mitigating the adverse effects of virtualization-induced jitter. By leveraging Badu Networks' patented WarpEngine™ technology, WarpVM boosts cloud network throughput and application performance by 2x to 10x, all while avoiding the need for costly EC2 and network upgrades. This single-ended, VM-based transparent proxy installs entirely within AWS environments, requiring no modifications to client or server applications, and operates without additional hardware or software. Key Features and Functionality: - Significant Performance Enhancement: Achieves up to 80% improvement in cloud network throughput under normal conditions and 2x to 10x in high-traffic scenarios. - Cost Efficiency: Delivers performance gains at a fraction of the cost associated with traditional EC2 and network upgrades. - Seamless Deployment: Deploys as a virtual machine within AWS, Google Cloud, Microsoft Azure, VMware, or KVM environments, with installation completed in minutes. - Non-Intrusive Integration: Operates without requiring changes to existing client or server applications, ensuring minimal disruption to current workflows. - Versatile Use Cases: Ideal for enterprises and SMBs utilizing public or private cloud applications, hybrid cloud deployments, SaaS performance enhancement, content delivery networks, eCommerce platforms, live streaming services, cloud migration projects, and cloud service providers aiming to improve edge performance cost-effectively. Primary Value and Problem Solved: WarpVM addresses the common challenge of degraded cloud application performance due to virtualization-induced jitter and network congestion. By eliminating the impact of jitter, WarpVM ensures optimal utilization of existing cloud infrastructure, thereby enhancing application responsiveness and user experience. This solution enables organizations to achieve substantial performance improvements without the financial and operational burdens associated with traditional hardware or network upgrades.

#### Who Is the Company Behind Badu Networks WarpVM Cloud Network Optimization - 2Gbps?

- **Seller:** [Badu Networks](https://www.g2.com/sellers/badu-networks)
- **Year Founded:** 2012
- **HQ Location:** Irvine, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=29eb43ff744a8670b35ae44485b616533ec604091c43799724d1f00bfeffbc26&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbadu-networks&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

### [BAGISTO ECOMMERCE: e-commerce](https://www.g2.com/products/bagisto-ecommerce-e-commerce/reviews)

Bagisto e-commerce is capable of forming a marketplace that allows other vendors to sell their products with ease.

#### Who Is the Company Behind BAGISTO ECOMMERCE: e-commerce?

- **Seller:** [Connect-i Sàrl](https://www.g2.com/sellers/connect-i-sarl)
- **Year Founded:** 2008
- **HQ Location:** Préverenges, CH
- **Twitter:** @Opigno  
633 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7a67668355be533741e04e0dc3e07746c199489a6a47ee72041f87dc222e66ac&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fconnect-i&secure%5Burl_type%5D=linkedin_company_website)  
17 employees on LinkedIn®

### [Banking Customer Churn Prediction](https://www.g2.com/products/banking-customer-churn-prediction/reviews)

Customer churn refers to the loss of existing clients or customers. This solution identifies bank customers who are more likely to close their account and leave the bank. During the training stage, the solution automatically conducts feature interaction on the training data and selects a subset of features based on feature importance. It then trains multiple models and identifies the best performing model. This model is then selected for prediction on new data.

#### Who Is the Company Behind Banking Customer Churn Prediction?

- **Seller:** [Mphasis](https://www.g2.com/sellers/mphasis-5a2b4772-cd1c-4cbd-bf88-54fc79a85d25)
- **Year Founded:** 2007
- **HQ Location:** Reston, VA
- **Twitter:** @Stelligent  
1,106 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ace0aa7310e9fd4ef0facca25c9ef8b08d319acab135d8d95d5c03e74d84f199&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F220927&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

### [BaseKB Gold Ultimate](https://www.g2.com/products/basekb-gold-ultimate/reviews)

BaseKB Gold Ultimate is a comprehensive dataset derived from Freebase, designed to provide a structured and reliable knowledge base for various applications. It offers a vast collection of entities and relationships, enabling developers and data scientists to enhance their projects with rich, interconnected information. Key Features and Functionality: - Extensive Dataset: Contains a wide array of entities and relationships sourced from Freebase, covering diverse domains. - Structured Data: Provides well-organized information, facilitating easy integration into various applications. - Regular Updates: Ensures data accuracy and relevance through consistent updates. - Compatibility: Designed to work seamlessly with different platforms and tools, enhancing versatility. Primary Value and Problem Solved: BaseKB Gold Ultimate addresses the challenge of accessing and utilizing a comprehensive, structured knowledge base. By offering an extensive dataset with well-organized entities and relationships, it empowers developers and data scientists to enrich their applications with reliable information, thereby improving functionality and user experience.

#### Who Is the Company Behind BaseKB Gold Ultimate?

- **Seller:** [Ontology2](https://www.g2.com/sellers/ontology2)
- **HQ Location:** Brooktondale, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1e8cbf94b0c337c0db34b2487067e0d1a75eb359d8a0e6988ee5960733a59916&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fontology2&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [BayesForge v2.0](https://www.g2.com/products/bayesforge-v2-0/reviews)

BayesForge™ v2.0 is a comprehensive Linux machine image tailored for data scientists and computational mathematicians seeking advanced analytical tools and quantum computing capabilities. It integrates leading open-source software, including machine learning frameworks like PyTorch and TensorFlow, with quantum computing platforms from D-Wave, Rigetti, IBM Quantum Experience, and Google's Cirq. Additionally, it features proprietary tools such as Quantum Fog and the Qubiter quantum compiler, all accessible through the Jupyter WebUI, supporting coding in Python, R, and Octave. Key Features and Functionality: - Integrated Machine Learning Frameworks: Pre-installed with PyTorch and TensorFlow for robust machine learning applications. - Quantum Computing Support: Compatible with major quantum computing platforms, including D-Wave, Rigetti, IBM Quantum Experience, and Google's Cirq. - Proprietary Quantum Tools: Includes Quantum Fog for modeling quantum systems and Qubiter for quantum circuit compilation across various architectures. - Multi-Language Support: Facilitates development in Python, R, and Octave through the Jupyter WebUI. - Comprehensive Software Suite: Features a full Anaconda Python 3.6 installation, the latest R distribution with modules like PyMC and bnlearn, and a complete Octave setup for Bayesian network analysis. Primary Value and User Solutions: BayesForge v2.0 addresses the need for a unified, ready-to-use environment that combines classical machine learning with quantum computing resources. By offering a curated selection of open-source tools within a single Linux image, it streamlines the setup process, allowing researchers and practitioners to focus on developing and deploying advanced analytical models without the overhead of configuring multiple software packages. This integration facilitates seamless experimentation and innovation in both classical and quantum domains, accelerating the adoption and application of quantum computing in data science.

#### Who Is the Company Behind BayesForge v2.0?

- **Seller:** [artiste-qb.net](https://www.g2.com/sellers/artiste-qb-net)
- **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®

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Spotlight Categories

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

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

[Media Monitoring Software](https://www.g2.com/categories/media-monitoring)

[SMS Marketing Software](https://www.g2.com/categories/sms-marketing)

[Inbound Call Tracking Software](https://www.g2.com/categories/inbound-call-tracking)

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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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