Best AWS Marketplace Software - Page 25

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.

BERT Base Uncased

It takes a text string as input and classifies the input text as either a positive or negative movie review. The Text Embedding model which is pre-trained on WikiPedia and BookCorpus returns an embedding of the input text. TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate BERT Base Uncased?

  • Quality of Support: 8.3/10 (Category avg: 8.5/10)
  • Ease of Use: 1.7/10 (Category avg: 8.7/10)

Who Is the Company Behind BERT Base Uncased?

  • 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% Large

What Are Recent G2 Reviews of BERT Base Uncased?

What Are G2 Users Discussing About BERT Base Uncased?

BERT Large Cased Whole Word Masking

It takes a text string as input and classifies the input text as either a positive or negative movie review. The Text Embedding model which is pre-trained on WikiPedia and BookCorpus returns an embedding of the input text. TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind BERT Large Cased Whole Word Masking?

  • 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 BERT Large Cased Whole Word Masking?

What Are G2 Users Discussing About BERT Large Cased Whole Word Masking?

BERT Large Uncased Whole Word Masking SQuAD

This is a Extractive Question Answering model from PyTorch Hub

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate BERT Large Uncased Whole Word Masking SQuAD?

  • 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: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind BERT Large Uncased Whole Word Masking SQuAD?

  • 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% Large

What Do G2 Reviewers Say About BERT Large Uncased Whole Word Masking SQuAD?

AI-generated summary from verified user reviews

Pros
  • Users highlight the rapid development speed of BERT Large Uncased, enhancing their workflow efficiency in QA tasks.
  • Users find BERT Large Uncased Whole Word Masking SQuAD to be incredibly easy to use for accurate query answering tasks.
  • Users praise the highly accurate query answering of BERT Large, enhancing both research and real-world applications.
  • Users value the high reliability of BERT Large Uncased for providing accurate answers in complex QA tasks.
  • Users admire the highly accurate query answering capabilities of BERT Large Uncased, enhancing their data-driven insights.
Cons
  • Users find the BERT Large Uncased model to be expensive due to its high computational demands and resource requirements.
  • Users note significant inaccuracy issues due to model limitations, affecting context and specific interpretations in responses.
  • Users face large data management challenges due to high computational demands and limitations in input handling.
  • Users report performance issues with BERT Large, citing slow response times and high computational requirements as significant drawbacks.
  • Users experience slow performance with BERT Large due to its computational demands and latency issues in real-time applications.

What Are Recent G2 Reviews of BERT Large Uncased Whole Word Masking SQuAD?

bitcoinpredict10

The model uses minute by minute tick data to forecasts the future 10-minute price for bitcoin. The model requires two weeks (20160 minutes of tick data) to forecasts the future price. The model uses five years of data, including periods that have seen significant increases and decreases in bitcoin price.

Average Rating: 4.8/5.0

Total Reviews: 2

How Do G2 Users Rate bitcoinpredict10?

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

Who Is the Company Behind bitcoinpredict10?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of bitcoinpredict10?

Blur ST

Blur ST is an enterprise search and discovery platform developed by Data Intelligence Technologies, Inc., designed to handle large-scale data environments. It enables organizations to efficiently search, analyze, and visualize vast amounts of data, facilitating informed decision-making and enhanced operational efficiency. Key Features and Functionality: - Comprehensive Data Search: Provides robust search capabilities across diverse data sources, ensuring quick and relevant results. - Advanced Data Analytics: Offers tools for in-depth analysis, allowing users to uncover patterns and insights within their data. - Data Visualization: Includes visualization features that present complex data in an understandable and actionable format. - Scalability: Designed to scale with organizational growth, accommodating increasing data volumes without compromising performance. Primary Value and Problem Solved: Blur ST addresses the challenge of managing and extracting value from large and complex datasets. By integrating search, analytics, and visualization into a single platform, it empowers users to make data-driven decisions efficiently. This integration reduces the time and resources spent on data management, enhances productivity, and supports strategic initiatives by providing clear insights from extensive data collections.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Blur ST?

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

Who Is the Company Behind Blur ST?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Blur ST?

Bounding Boxes for Machine Learning and Computer Vision Datasets

Data labeling services for bounding boxes in machine learning and computer vision datasets: draw a box around an area of interest and annotate it with a category from upto 10 categories.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Bounding Boxes for Machine Learning and Computer Vision Datasets?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Bounding Boxes for Machine Learning and Computer Vision Datasets?

What Are G2 Users Discussing About Bounding Boxes for Machine Learning and Computer Vision Datasets?

CenterNet 1024x1024

This is a Object Detection Answering model from TensorFlow Hub

Average Rating: 3.0/5.0

Total Reviews: 1

Who Is the Company Behind CenterNet 1024x1024?

  • 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

CentOS 6 with support by Blume

This is a repackaged open source software wherein additional charges apply for extended support with a 24 hour response time. This is a minimal CentOS 6 image with the Elastic Network Adapter (ENA) enabled. It contains just enough packages to run within AWS, bring up a SSH Server and allow users to login. Cloud-init, as well as latest available CentOS 6 security updates released by the CentOS team are included.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate CentOS 6 with support by Blume?

  • 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: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind CentOS 6 with support by Blume?

  • Seller: Blume
  • Year Founded: 2016
  • HQ Location: Vancouver, CA
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of CentOS 6 with support by Blume?

CentOS 8 with support by Blume

This is a repackaged open source software wherein additional charges apply for extended support with a 24 hour response time. This is a minimal CentOS 8 image with the Elastic Network Adapter (ENA) enabled. It contains just enough packages to run within AWS, bring up a SSH Server and allow users to login. Cloud-init, as well as latest available CentOS 8 security updates released by the CentOS team are included.

Average Rating: 3.0/5.0

Total Reviews: 1

How Do G2 Users Rate CentOS 8 with support by Blume?

  • 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 CentOS 8 with support by Blume?

  • Seller: Blume
  • Year Founded: 2016
  • HQ Location: Vancouver, CA
  • LinkedIn® Page: www.linkedin.com
    23 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

CentOS Stream (ARM) with support by ProComputers

CentOS Stream is an upstream development platform designed for CentOS community members, RedHat partners, ecosystem developers, and many other groups to more quickly and easily see what is coming next in Red Hat Enterprise Linux (RHEL) and to help shape the product.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate CentOS Stream (ARM) with support by ProComputers?

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

Who Is the Company Behind CentOS Stream (ARM) with support by ProComputers?

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of CentOS Stream (ARM) with support by ProComputers?

Cisco Application Policy Infrastructure Controller (APIC)

The Cisco Application Policy Infrastructure Controller is the central automation and management component of Cisco's Application Centric Infrastructure . It streamlines multicloud data center network provisioning by serving as a unified point for policy enforcement and health monitoring. Designed to optimize performance and agility, APIC enables seamless application deployment across various environments without the need for complex Data Center Interconnect infrastructure. Key Features and Functionality: - Robust Agility: Facilitates application deployment within and across global data centers, eliminating the complexities associated with traditional DCI setups. - Automation: Automates the interconnection of multiple on-premises and cloud data centers, enhancing operational efficiency. - Multi-Tenant Security: Offers a command-line interface and graphical user interface that leverage APIs to manage the fabric comprehensively, ensuring secure multi-tenant environments. - Disaster Recovery: Provides robust implementations of multi-tenant security, quality of service , and high availability to support disaster recovery strategies. Primary Value and User Solutions: Cisco APIC addresses the challenges of manual network configuration and management by automating and simplifying these processes. By defining groups, interfaces, and policies once and deploying them universally from a central console, APIC reduces the potential for human error and accelerates application rollout. This centralized approach not only enhances operational efficiency but also ensures consistent policy enforcement and health monitoring across diverse data center environments.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Cisco Application Policy Infrastructure Controller (APIC)?

  • 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 Cisco Application Policy Infrastructure Controller (APIC)?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Cisco Application Policy Infrastructure Controller (APIC)?

Cisco Content Security Management Appliance M300v

The Cisco Content Security Management Appliance (SMA M300v is a virtual appliance designed to centralize the management and reporting functions of multiple Cisco Email Security Appliances (ESAs and Web Security Appliances (WSAs. It simplifies the administration of email and web security, enhances compliance monitoring, ensures consistent enforcement of acceptable-use policies, and strengthens threat protection. By consolidating these functions, the SMA M300v provides organizations with a streamlined approach to managing their security infrastructure. Key Features and Functionality: - Centralized Management: Allows administrators to publish policy settings and configuration changes from a single console to multiple Cisco ESAs and WSAs, facilitating efficient and consistent policy enforcement. - Comprehensive Reporting: Aggregates data from various appliances to provide detailed insights into web and email security activities, aiding in compliance monitoring and policy enforcement. - Enhanced Threat Protection: Offers a unified view of security operations, improving threat intelligence, defense mechanisms, and remediation processes. - Scalability: Designed to support medium-sized enterprises with up to 5,000 users, ensuring performance and scalability to meet organizational needs. - Flexible Deployment: As a virtual appliance, it can be deployed on various platforms, including VMware ESXi, providing adaptability to different IT environments. Primary Value and Problem Solved: The Cisco SMA M300v addresses the challenges organizations face in managing multiple security appliances across dispersed locations. By centralizing management and reporting, it reduces administrative overhead, ensures consistent policy enforcement, and enhances the organization's ability to monitor and respond to security threats effectively. This consolidation leads to improved operational efficiency, better compliance adherence, and a more robust security posture.

Average Rating: 3.5/5.0

Total Reviews: 1

Who Is the Company Behind Cisco Content Security Management Appliance M300v?

  • Seller: Cisco
  • Year Founded: 1984
  • HQ Location: San Jose, CA
  • Twitter: @Cisco
    720,366 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,294 employees on LinkedIn®
  • Ownership: NASDAQ:CSCO

Who Uses This Product?

  • Company Size: 100% Large

What Are G2 Users Discussing About Cisco Content Security Management Appliance M300v?

CIS Ubuntu 20.04 LTS Benchmark - Level 1 (ARM)

The CIS AMI for Ubuntu Linux 20.04 LTS is hardened in accordance with the associated CIS Benchmark that has been developed by consensus to be the industry best practice for secure configuration. Reduce cost, time, and risk by building your AWS solution with CIS AMIs.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate CIS Ubuntu 20.04 LTS Benchmark - Level 1 (ARM)?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 8.7/10)
  • 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 CIS Ubuntu 20.04 LTS Benchmark - Level 1 (ARM)?

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of CIS Ubuntu 20.04 LTS Benchmark - Level 1 (ARM)?

Cloaken URL Unshortener

Cloaken URL Unshortener is an AI-driven tool designed to reveal the original URLs hidden behind shortened links, such as those created by services like Bit.ly or TinyURL. By expanding these links, Cloaken provides users with a clear view of the destination website, enhancing transparency and security. This functionality is particularly valuable in identifying and avoiding potentially malicious or deceptive sites. Key Features and Functionality: - AI-Based Unshortening: Utilizes artificial intelligence to efficiently expand shortened URLs, revealing their true destinations. - Compatibility with Popular Shorteners: Effectively unshortens links from widely used services like Bit.ly and TinyURL. - Operational Security Maintenance: Ensures that the unshortening process maintains operational security, safeguarding user data. - AWS Cloud Deployment: All services are deployed within the AWS cloud, ensuring reliability and scalability. Primary Value and User Solutions: Cloaken URL Unshortener addresses the critical need for transparency and security in navigating shortened URLs. By unveiling the original links, it empowers users to assess the safety and legitimacy of websites before visiting them, thereby mitigating risks associated with phishing attacks and malicious content. This tool is particularly beneficial for individuals and organizations aiming to enhance their cybersecurity measures and protect sensitive information.

Average Rating: 4.0/5.0

Total Reviews: 1

Who Is the Company Behind Cloaken URL Unshortener?

  • Seller: CypherInt
  • Year Founded: 2016
  • HQ Location: Flourtown, US
  • LinkedIn® Page: www.linkedin.com
    14 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Cloaken URL Unshortener?

What Are G2 Users Discussing About Cloaken URL Unshortener?

CloudBeaver

CloudBeaver is a light modern web application for database management. Out-of-the-box CloudBeaver supports various SQL, NoSQL, and BigData datasources. It is really easy to set up CloudBeaver. In a few clicks, you can configure your server, add all your database connections and create users. That’s it. Just share the link within your team and start working together. CloudBeaver exists in two versions: Community and Enterprise.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate CloudBeaver?

  • 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: 10.0/10 (Category avg: 8.7/10)

Who Is the Company Behind CloudBeaver?

  • Seller: DBeaver Corporation
  • Year Founded: 2017
  • HQ Location: New York
  • Twitter: @dbeaver_news
    7,115 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    65 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of CloudBeaver?

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