# Best AWS Marketplace Software - Page 25

## 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**

### Zeffy

Zeffy is a nonprofit fundraising platform where every dollar raised stays with the mission. Unlike most fundraising tools, which charge 5% or more per transaction, Zeffy covers all credit card processing fees and platform costs — funded instead by optional tips donors leave at checkout. Development directors, fundraising coordinators, treasurers, and executive directors rely on Zeffy to run their entire fundraising operation from one place, whether they lead a small community organization or a national charity with thousands of donors. The fee problem is real: on a $100,000 campaign, transaction fees alone can redirect $5,000 or more away from programs before a single dollar reaches the cause. Zeffy eliminates this loss entirely. Nonprofits pay no platform fee, no monthly subscription, and no hidden charge — every processing cost is absorbed so the full amount raised goes to the mission. From one dashboard, organizations can create donation forms, sell event tickets, run raffles, manage online auctions, launch peer-to-peer campaigns, handle memberships with automatic renewal, and operate an online shop. In-person fundraising is handled through a tap-to-pay mobile app that accepts payments on the spot. For donor communications, Zeffy includes a built-in email and newsletter platform as well as a postmail service that sends physical letters and postcards directly to donors. Giving history, contact records, and automated tax receipts for eligible organizations are managed through a built-in CRM, with real-time reporting across all fundraising types. Zeffy connects with the tools nonprofits already use. Donation forms and campaign pages embed directly into WordPress, Wix, Squarespace websites and more! Donors can give through Apple Pay, Google Pay, PayPal, and Venmo alongside standard credit and debit cards. Teams that rely on Mailchimp, Constant Contact, or social outreach through Facebook, Instagram, and WhatsApp can continue using those channels alongside Zeffy. QuickBooks integration keeps financial records current without manual exports. More than 100,000 nonprofits — from Big Brothers Big Sisters chapters and local YMCAs to neighborhood food banks, faith communities, and grassroots advocacy groups — have raised over $2 billion through Zeffy, saving more than $100 million in fees that returned directly to programs. Organizations that switch to Zeffy typically eliminate platform fees on the first campaign — without changing how they fundraise.

[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=2026-08-01T21%3A46%3A48Z&secure%5Bdisplayable_resource_id%5D=398&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=retargeted_product&secure%5Bplacement_resource_ids%5D%5B%5D=144315&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=144315&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%3D25&secure%5Btoken%5D=8956604cd3b42cbd7850cc6db72ace05bad3ee5ae051f2724b0a103fcc134730&secure%5Burl%5D=https%3A%2F%2Fwww.zeffy.com%2F&secure%5Burl_type%5D=company_website)

### [Aws S3 Zipper V2](https://www.g2.com/products/aws-s3-zipper-v2/reviews)

Aws S3 Zipper V2 is a micro-service designed to efficiently compress and archive files stored in Amazon S3 buckets. By leveraging the Go programming language and the official AWS SDK for Go, it offers a fast, secure, and reliable solution for managing large-scale file compression tasks directly within the AWS environment. Key Features and Functionality: - Auto-HTTPS Enabled: Utilizes the Caddy web server to automatically enable HTTPS, ensuring secure connections without manual configuration. - Easy Updates with Docker: Supports seamless updates through Docker images, simplifying deployment and maintenance processes. - Streamlined File Compression: Allows users to zip entire buckets, folders, or individual files directly within S3, eliminating the need for downloading and re-uploading. - Efficient Resource Utilization: Performs compression tasks without requiring additional memory or disk space, making it cost-effective and reducing the need for extensive infrastructure. - Flexible Deployment Options: Available as an Amazon Machine Image (AMI) for both Linux and Windows servers, providing versatility in deployment. Primary Value and Problem Solved: Aws S3 Zipper V2 addresses the challenges associated with compressing and archiving large files in Amazon S3. Traditional methods often involve downloading files to local machines, compressing them, and then re-uploading them to S3—a process that is time-consuming, resource-intensive, and prone to errors. By enabling direct compression within the S3 environment, Aws S3 Zipper V2 streamlines workflows, enhances operational efficiency, and reduces costs associated with data transfer and storage. Its secure and scalable architecture ensures that users can manage their data effectively without compromising on performance or security.

**Average Rating:** 4.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate Aws S3 Zipper V2?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 8.7/10)
- **Quality of Support:** 6.7/10 (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 Aws S3 Zipper V2?

- **Seller:** [S3zipper](https://www.g2.com/sellers/s3zipper-15d4763d-8662-403e-a211-4dd29b39298e)
- **HQ Location:** Provo, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=544f96ce7e9230497528c5d987dbb638c064ae60234809866d63728179a921ed&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fs3zipper-llc%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of Aws S3 Zipper V2?

**["Encrypted storage of large files-AWS S2 Zipper V2"](https://www.g2.com/survey_responses/aws-s3-zipper-v2-review-8451802)**

**Rating:** 4.0/5.0 stars

_— Sravan Kumar K._

[Read full review](https://www.g2.com/survey_responses/aws-s3-zipper-v2-review-8451802)

### [AWS Thinkbox Deadline](https://www.g2.com/products/aws-thinkbox-deadline/reviews)

AWS Thinkbox Deadline is a hassle-free hybrid administration and compute management software.

**Average Rating:** 5.0/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate AWS Thinkbox Deadline?

- **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:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind AWS Thinkbox Deadline?

- **Seller:** [AWS Thinkbox Deadline](https://www.g2.com/sellers/aws-thinkbox-deadline)
- **Year Founded:** 2006
- **HQ Location:** Duvall, Washington, United States
- **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)  
146,691 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of AWS Thinkbox Deadline?

**["Creative Best with AWS Thinkbox Deadline"](https://www.g2.com/survey_responses/aws-thinkbox-deadline-review-7170428)**

**Rating:** 5.0/5.0 stars

_— Jasjeet S._

[Read full review](https://www.g2.com/survey_responses/aws-thinkbox-deadline-review-7170428)

### [AWX on Amazon Linux (Ansible Tower Open Source Alternative)](https://www.g2.com/products/awx-on-amazon-linux-ansible-tower-open-source-alternative/reviews)

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

**Average Rating:** 3.5/5.0

**Total Reviews:** 1

#### How Do G2 Users Rate AWX on Amazon Linux (Ansible Tower Open Source Alternative)?

- **Has the product been a good partner in doing business?:** 5.0/10 (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 AWX on Amazon Linux (Ansible Tower Open Source Alternative)?

- **Seller:** [Solve DevOps](https://www.g2.com/sellers/solve-devops-68ce0c7c-3823-41f1-a733-a8c9f3ab49c8)
- **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

### [BERT Base Multilingual Cased](https://www.g2.com/products/bert-base-multilingual-cased/reviews)

This is a Text Classification model from TensorFlow Hub

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind BERT Base Multilingual Cased?

- **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

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of BERT Base Multilingual Cased?

**["Review on BERT Base Multilingual Cased"](https://www.g2.com/survey_responses/bert-base-multilingual-cased-review-6488085)**

**Rating:** 4.5/5.0 stars

_— Md. Rezowan T._

[Read full review](https://www.g2.com/survey_responses/bert-base-multilingual-cased-review-6488085)

#### What Are G2 Users Discussing About BERT Base Multilingual Cased?

- [What is BERT Base Multilingual Cased used for?](https://www.g2.com/discussions/bert-base-multilingual-cased-what-is-bert-base-multilingual-cased-used-for)
- [What is BERT Base Multilingual Cased used for?](https://www.g2.com/discussions/what-is-bert-base-multilingual-cased-used-for)

### [BERT Base Uncased](https://www.g2.com/products/bert-base-uncased/reviews)

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)](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

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of BERT Base Uncased?

**["It works great on limited data"](https://www.g2.com/survey_responses/bert-base-uncased-review-5188696)**

**Rating:** 5.0/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/bert-base-uncased-review-5188696)

#### What Are G2 Users Discussing About BERT Base Uncased?

- [What is BERT Base Uncased used for?](https://www.g2.com/discussions/what-is-bert-base-uncased-used-for)

### [BERT Large Cased Whole Word Masking](https://www.g2.com/products/bert-large-cased-whole-word-masking/reviews)

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)](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

#### Who Uses This Product?

- **Company Size:** 100% Small

#### What Are Recent G2 Reviews of BERT Large Cased Whole Word Masking?

**["Review on BERT Large Cased Whole Word Masking"](https://www.g2.com/survey_responses/bert-large-cased-whole-word-masking-review-6488109)**

**Rating:** 4.5/5.0 stars

_— Md. Rezowan T._

[Read full review](https://www.g2.com/survey_responses/bert-large-cased-whole-word-masking-review-6488109)

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

- [What is BERT Large Cased Whole Word Masking used for?](https://www.g2.com/discussions/what-is-bert-large-cased-whole-word-masking-used-for)

### [BERT Large Uncased Whole Word Masking SQuAD](https://www.g2.com/products/bert-large-uncased-whole-word-masking-squad/reviews)

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)](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

#### 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 appreciate the **development speed** of BERT Large Uncased, enabling rapid integration into various QA projects.
- Users appreciate the **ease of use** of BERT Large Uncased for accurate and efficient query answering.
- Users value the **highly accurate query answering capabilities** of BERT Large, enhancing both research and practical applications.
- Users highlight the **high accuracy in query answering** of BERT Large Uncased, enhancing performance for real-world applications.
- Users appreciate the **highly accurate query answering** capabilities of BERT Large Uncased, enhancing their research and applications.

##### Cons

- Users find the **high computational costs** and resource demands of BERT Large limit its accessibility for practical use.
- Users report **inaccuracy issues** due to context loss and model limitations, impacting the quality of responses.
- Users face significant **large data management challenges** with BERT, particularly in terms of computational demands and input limitations.
- Users face **performance issues** with BERT Large, struggling with high computational demands and slow response times.
- Users experience **slow performance** with BERT Large, struggling with latency issues that impact time-sensitive applications.

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

**["Review Of BERT Large Uncased Whole Word Masking SQuAD"](https://www.g2.com/survey_responses/bert-large-uncased-whole-word-masking-squad-review-10444828)**

**Rating:** 4.5/5.0 stars

_— Abdul Rehman K._

[Read full review](https://www.g2.com/survey_responses/bert-large-uncased-whole-word-masking-squad-review-10444828)

### [bitcoinpredict10](https://www.g2.com/products/bitcoinpredict10/reviews)

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?

- **Seller:** [llama analytics](https://www.g2.com/sellers/llama-analytics)
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=92cceef41b8f9fa04c9663bcca4063a41e92e7628118e7e95c675cc44158bbfa&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fllama-analytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of bitcoinpredict10?

**["Best Bit coin Predication application"](https://www.g2.com/survey_responses/bitcoinpredict10-review-9349767)**

**Rating:** 5.0/5.0 stars

_— Roshan P._

[Read full review](https://www.g2.com/survey_responses/bitcoinpredict10-review-9349767)

**["Amazing Predictions"](https://www.g2.com/survey_responses/bitcoinpredict10-review-9362305)**

**Rating:** 4.5/5.0 stars

_— Akshay S._

[Read full review](https://www.g2.com/survey_responses/bitcoinpredict10-review-9362305)

### [Blur ST](https://www.g2.com/products/blur-st/reviews)

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?

- **Seller:** [Data Intelligence Technologies](https://www.g2.com/sellers/data-intelligence-technologies)
- **Year Founded:** 2005
- **HQ Location:** Marlton, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cb81c35a00ce4dc5d4f9320acbf9bad29d7d6a128c54135190f48036f05ebf2e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdata-intelligence-llc%2F&secure%5Burl_type%5D=linkedin_company_website)  
104 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

#### What Are Recent G2 Reviews of Blur ST?

**["Blur ST is promising work that is a helpful tool for searching data."](https://www.g2.com/survey_responses/blur-st-review-8712789)**

**Rating:** 4.0/5.0 stars

_— Dylan C._

[Read full review](https://www.g2.com/survey_responses/blur-st-review-8712789)

### [Bounding Boxes for Machine Learning and Computer Vision Datasets](https://www.g2.com/products/bounding-boxes-for-machine-learning-and-computer-vision-datasets/reviews)

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?

- **Seller:** [AnnotateIt](https://www.g2.com/sellers/annotateit)
- **HQ Location:** Atlanta, GA
- **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% Medium

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

**["Bounding boxes for ML and CV data sets works great for generating training data"](https://www.g2.com/survey_responses/bounding-boxes-for-machine-learning-and-computer-vision-datasets-review-5020855)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/bounding-boxes-for-machine-learning-and-computer-vision-datasets-review-5020855)

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

- [What is Bounding Boxes for Machine Learning and Computer Vision Datasets used for?](https://www.g2.com/discussions/what-is-bounding-boxes-for-machine-learning-and-computer-vision-datasets-used-for)

### [CenterNet 1024x1024](https://www.g2.com/products/centernet-1024x1024/reviews)

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)](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

#### Who Uses This Product?

- **Company Size:** 100% Small

### [CentOS 6 with support by Blume](https://www.g2.com/products/centos-6-with-support-by-blume/reviews)

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](https://www.g2.com/sellers/blume-36f0eb08-e3e2-4b2d-bbcd-f906fe6aebfe)
- **Year Founded:** 2016
- **HQ Location:** Vancouver, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d72af22426dc7842a5589bccb03c0a44e6680a6b6236ad62ed2c9a2c25d4462f&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmeetblume&secure%5Burl_type%5D=linkedin_company_website)  
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 6 easy to use"](https://www.g2.com/survey_responses/centos-6-with-support-by-blume-review-9151558)**

**Rating:** 4.0/5.0 stars

_— Ahamed Z._

[Read full review](https://www.g2.com/survey_responses/centos-6-with-support-by-blume-review-9151558)

### [CentOS 8 with support by Blume](https://www.g2.com/products/centos-8-with-support-by-blume/reviews)

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](https://www.g2.com/sellers/blume-36f0eb08-e3e2-4b2d-bbcd-f906fe6aebfe)
- **Year Founded:** 2016
- **HQ Location:** Vancouver, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d72af22426dc7842a5589bccb03c0a44e6680a6b6236ad62ed2c9a2c25d4462f&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmeetblume&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Medium

### [CentOS Stream (ARM) with support by ProComputers](https://www.g2.com/products/centos-stream-arm-with-support-by-procomputers/reviews)

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?

- **Seller:** [ProComputers.com](https://www.g2.com/sellers/procomputers-com-24215bff-13e4-4fc3-a8ab-d1cdd54f8ea5)
- **HQ Location:** N/A
- **Twitter:** @ProComputersWeb  
2 Twitter followers
- **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% Medium

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

**["CentOS Stream for ARM Review"](https://www.g2.com/survey_responses/centos-stream-arm-with-support-by-procomputers-review-9469320)**

**Rating:** 4.5/5.0 stars

_— Waqas s._

[Read full review](https://www.g2.com/survey_responses/centos-stream-arm-with-support-by-procomputers-review-9469320)

### [Cisco Application Policy Infrastructure Controller (APIC)](https://www.g2.com/products/cisco-application-policy-infrastructure-controller-apic/reviews)

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](https://www.g2.com/sellers/cisco)
- **Year Founded:** 1984
- **HQ Location:** San Jose, CA
- **Twitter:** @Cisco  
720,366 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=476aeabc5a712d049453edd5c54ea0318890d9e60d93782e37fe028224df1cbd&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcisco%2F&secure%5Burl_type%5D=linkedin_company_website)  
95,545 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 APIC saves a lot of time and efforts to manage your network!"](https://www.g2.com/survey_responses/cisco-application-policy-infrastructure-controller-apic-review-8519292)**

**Rating:** 5.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/cisco-application-policy-infrastructure-controller-apic-review-8519292)

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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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