# Best AWS Marketplace Software - Page 18

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

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

### Category Stats (Jul 2026)

- **Average Rating:** 4.39/5 (↓0.01 vs Jun 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: July 31, 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**

### Fortinet Managed Rules for AWS WAF

Fortinet’s WAF rulesets are additional security signatures that can be used to enhance the protections included in the base AWS WAF product. They are updated on a regular basis to include the latest threat intelligence from the award-winning FortiGuard Labs. The Complete OWASP Top 10 Ruleset provides a comprehensive package for web application protection offered by Fortinet to help address the OWASP Top 10 web application threats. Includes protection for various Injection attacks such as SQL and command Injection , Cross Site Scripting, General and Known Exploits, Malicious Bots and Common Vulnerabilities and Exposures (CVE).

[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=2026-07-31T18%3A54%3A26Z&secure%5Bdisplayable_resource_id%5D=2598&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=2598&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=145276&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%3D18&secure%5Btoken%5D=9e79ea2f598a843031a08be3fc7bebc21b05dd40749a8df770cd0c6e21e11919&secure%5Burl%5D=https%3A%2F%2Fwaf-security.com%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_id%3Ddirect-publisher&secure%5Burl_type%5D=custom_url)

### [COG version of InfluxDB®](https://www.g2.com/products/cog-version-of-influxdb/reviews)

The COG version of InfluxDB® is a time series database designed to efficiently manage high write and query loads. As a core component of the TICK stack, it serves as a robust backing store for applications requiring the handling of large volumes of timestamped data. This includes use cases such as DevOps monitoring, application metrics, IoT sensor data collection, and real-time analytics. Key Features and Functionality: - High Performance: Optimized for rapid ingestion and querying of time series data, ensuring minimal latency and high throughput. - Scalability: Capable of scaling horizontally to accommodate growing data volumes without compromising performance. - Flexibility: Supports a wide range of use cases, from monitoring system performance to analyzing IoT sensor data. - Integration: Seamlessly integrates with other components of the TICK stack, enhancing its functionality and ease of use. Primary Value and Problem Solved: The COG version of InfluxDB® addresses the challenges associated with managing and analyzing large-scale time series data. By providing a high-performance, scalable, and flexible database solution, it enables organizations to gain real-time insights into their operations, monitor system performance effectively, and make data-driven decisions. This is particularly beneficial for applications requiring the processing of vast amounts of timestamped data, such as IoT deployments and real-time analytics platforms.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate COG version of InfluxDB®?

- **Quality of Support:** 8.3/10 (Category avg: 8.5/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind COG version of InfluxDB®?

- **Seller:** [Cloud Ops Group](https://www.g2.com/sellers/cloud-ops-group-79697bc7-0e27-42b7-8229-7e456a0265ff)
- **Year Founded:** 2014
- **HQ Location:** Oceanside, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1520f839df05069d921334f4ef1429858ebbebfe1cdd02b6d7939701b801b954&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudops-group%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Are Recent G2 Reviews of COG version of InfluxDB®?

**["COG version of InfluxDB"](https://www.g2.com/survey_responses/cog-version-of-influxdb-review-8366776)**

**Rating:** 5.0/5.0 stars

_— Jayasurya A._

[Read full review](https://www.g2.com/survey_responses/cog-version-of-influxdb-review-8366776)

**["InfluxDB is really good to store and retrieve data as time series."](https://www.g2.com/survey_responses/cog-version-of-influxdb-review-7075068)**

**Rating:** 4.5/5.0 stars

_— Ashutosh T._

[Read full review](https://www.g2.com/survey_responses/cog-version-of-influxdb-review-7075068)

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

CustomerAngle is a cloud-hosted software solution designed to enhance customer service efficiency by enabling businesses to respond to customer complaints promptly. By facilitating immediate engagement, it helps organizations retain customers who might otherwise be lost due to unresolved issues. The platform is user-friendly and straightforward to implement, making it accessible to users regardless of their technical expertise. Key Features and Functionality: - Real-Time Complaint Management: Allows businesses to address customer complaints as soon as they are made, increasing the likelihood of customer retention. - Cloud-Based Deployment: Simplifies implementation and ensures accessibility from various locations without the need for complex installations. - User-Friendly Interface: Designed to be intuitive, enabling users of all technical skill levels to navigate and utilize the platform effectively. Primary Value and Problem Solved: CustomerAngle addresses the critical need for timely and efficient customer complaint resolution. By providing a platform that facilitates immediate responses, businesses can enhance customer satisfaction and loyalty, ultimately reducing churn rates. The software's ease of use and cloud-based nature ensure that organizations can implement and benefit from its features without significant technical challenges.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate CustomerAngle?

- **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 CustomerAngle?

- **Seller:** [Benchmarking Group International](https://www.g2.com/sellers/benchmarking-group-international)
- **Year Founded:** 2001
- **HQ Location:** Washington, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0bd94fee022f2c383483bc4dadd3cf6cf57d64703bf032a24cd3676fed7daffe&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbenchmarking-group%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

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

**["Respond to complaints in seconds"](https://www.g2.com/survey_responses/customerangle-review-9096111)**

**Rating:** 4.5/5.0 stars

_— Verified User in Consumer Goods_

[Read full review](https://www.g2.com/survey_responses/customerangle-review-9096111)

### [Deep Learning AMI (Amazon Linux 2) Version 41.0 with Support by Bansir](https://www.g2.com/products/deep-learning-ami-amazon-linux-2-version-41-0-with-support-by-bansir/reviews)

State of the art ID Card Digitization Use Nanonets OCR to • Improve customer onboarding experiences • Reduce fraud • Reduce manual verification costs

**Average Rating:** 5.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Deep Learning AMI (Amazon Linux 2) Version 41.0 with Support by Bansir?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.6/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Deep Learning AMI (Amazon Linux 2) Version 41.0 with Support by Bansir?

- **Seller:** [Bansir](https://www.g2.com/sellers/bansir)
- **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 Do G2 Reviewers Say About Deep Learning AMI (Amazon Linux 2) Version 41.0 with Support by Bansir?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **feature variety** of Deep Learning AMI, with tutorials and popular frameworks like TensorFlow and Keras.
- Users appreciate the **rich documentation and popular frameworks** provided by Deep Learning AMI for easy implementation.

##### Cons

- Users note the **high knowledge experience requirement** in Python, making it challenging for those with basic programming skills.
- Users note the **high expertise requirement** in Python, limiting accessibility for those with basic programming skills.

#### What Are Recent G2 Reviews of Deep Learning AMI (Amazon Linux 2) Version 41.0 with Support by Bansir?

**["Amazon Deep Learning AMIs to train image and statistics models"](https://www.g2.com/survey_responses/deep-learning-ami-amazon-linux-2-version-41-0-with-support-by-bansir-review-8481907)**

**Rating:** 5.0/5.0 stars

_— Fernando R._

[Read full review](https://www.g2.com/survey_responses/deep-learning-ami-amazon-linux-2-version-41-0-with-support-by-bansir-review-8481907)

**["Ami for VPC"](https://www.g2.com/survey_responses/deep-learning-ami-amazon-linux-2-version-41-0-with-support-by-bansir-review-8489842)**

**Rating:** 5.0/5.0 stars

_— Khijar S._

[Read full review](https://www.g2.com/survey_responses/deep-learning-ami-amazon-linux-2-version-41-0-with-support-by-bansir-review-8489842)

### [DenseNet 161](https://www.g2.com/products/densenet-161/reviews)

It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises images of different classes. PyTorch, the PyTorch logo and any related marks are trademarks of Facebook, Inc.

**Average Rating:** 3.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate DenseNet 161?

- **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 DenseNet 161?

- **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:** 50% Large, 50% Small

### [DNS Server Windows 2019](https://www.g2.com/products/dns-server-windows-2019/reviews)

The DNS Server on Microsoft Windows Server 2019 Datacenter is a robust, enterprise-grade solution that forms the critical foundation of your organization's network infrastructure. This powerful tool translates domain names into IP addresses, enabling seamless communication between devices and services across your network and the internet. Designed for high performance and scalability, it is optimized to handle the demands of large-scale enterprises, processing millions of DNS queries per second without compromising speed or reliability. Key Features and Functionality: - High Performance and Scalability: Capable of processing millions of DNS queries per second, ensuring rapid response times even in high-traffic environments. - DNS Security Extensions : Provides critical protection against DNS spoofing and cache poisoning attacks, enhancing overall network security. - Granular DNS Policies: Allows administrators to control query responses based on various criteria, enhancing security and network management. - IPv6 Root Hints: Supports IPv6, ensuring compatibility with modern networking standards. - Response Rate Limiting : Mitigates the risk of DDoS attacks by limiting the rate of responses to specific queries. - DNS-Based Authentication of Named Entities : Enhances security by allowing the binding of certificates to domain names, preventing man-in-the-middle attacks. - Extended Windows PowerShell Support: Offers a suite of management and automation tools that streamline administration, reducing manual workload and the potential for human error. Primary Value and User Solutions: This DNS Server delivers the power, control, and efficiency required to keep networks running smoothly and securely. By providing high performance, scalability, and advanced security features, it ensures rapid and secure DNS resolution, which is essential for the seamless operation of modern network infrastructures. The inclusion of DNSSEC and DANE enhances security, protecting against various attacks and ensuring data integrity. Granular DNS policies and extended PowerShell support offer administrators precise control and efficient management capabilities, reducing operational complexity and enhancing overall network reliability.

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate DNS Server Windows 2019?

- **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:** 8.3/10 (Category avg: 8.6/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind DNS Server Windows 2019?

- **Seller:** [Cloud Infrastructure Services](https://www.g2.com/sellers/cloud-infrastructure-services-096ef9d7-f3ea-4ec5-90e3-0e1caf14b2d5)
- **Year Founded:** 2014
- **HQ Location:** London, GB
- **Twitter:** @networkangelapp  
318 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11a84386ea28445b244494851373c022737e0a4d0b49cd819cd39b66bcc4c66d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloud-infrastructure-services%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 DNS Server Windows 2019?

**["Windows 2019 DNS Server easy to Deploy, Configure and Manage"](https://www.g2.com/survey_responses/dns-server-windows-2019-review-6952346)**

**Rating:** 4.5/5.0 stars

_— Nitesh K._

[Read full review](https://www.g2.com/survey_responses/dns-server-windows-2019-review-6952346)

**["Perfect DNS server with Easy Setup"](https://www.g2.com/survey_responses/dns-server-windows-2019-review-6984539)**

**Rating:** 4.0/5.0 stars

_— Anurag P._

[Read full review](https://www.g2.com/survey_responses/dns-server-windows-2019-review-6984539)

### [Docker Host for Amazon Linux 2](https://www.g2.com/products/docker-host-for-amazon-linux-2/reviews)

Docker installed on the updated version of OS with latest patches applied.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Docker Host for Amazon Linux 2?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Quality of Support:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.6/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Docker Host for Amazon Linux 2?

- **Seller:** [Kurian](https://www.g2.com/sellers/kurian-9af9f865-7184-4b10-abc0-c0f010e81de7)
- **HQ Location:** N/A
- **Twitter:** @DevOpsCompany  
5 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 Docker Host for Amazon Linux 2?

**["Run docker containers anywhere!"](https://www.g2.com/survey_responses/docker-host-for-amazon-linux-2-review-5266163)**

**Rating:** 4.5/5.0 stars

_— Pavan K._

[Read full review](https://www.g2.com/survey_responses/docker-host-for-amazon-linux-2-review-5266163)

**["Build and Run Container Images on Docker in Amazon Linux"](https://www.g2.com/survey_responses/docker-host-for-amazon-linux-2-review-6734465)**

**Rating:** 5.0/5.0 stars

_— Pavan K._

[Read full review](https://www.g2.com/survey_responses/docker-host-for-amazon-linux-2-review-6734465)

#### What Are G2 Users Discussing About Docker Host for Amazon Linux 2?

- [What is Docker Host for Amazon Linux 2 used for?](https://www.g2.com/discussions/what-is-docker-host-for-amazon-linux-2-used-for)

### [Drupal on Windows Server 2019](https://www.g2.com/products/drupal-on-windows-server-2019/reviews)

Drupal 9.1.0 on Windows Server 2019. Cognosys is providing this image as pre hardened and pre-configured for enterprise use.

**Average Rating:** 4.8/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Drupal on Windows Server 2019?

- **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 Drupal on Windows Server 2019?

- **Seller:** [AlmaLinux OS Foundation](https://www.g2.com/sellers/almalinux-os-foundation-1f01d427-920a-41fb-a834-7951a888d101)
- **Year Founded:** 2021
- **HQ Location:** Estero, Florida
- **Twitter:** @almalinux  
12,309 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d041ecc853f9e2e7b5a5a6804534ccda3ee14b1afb6fdae565bf5ba85e8374ee&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Falmalinuxos&secure%5Burl_type%5D=linkedin_company_website)  
27 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

#### What Are Recent G2 Reviews of Drupal on Windows Server 2019?

**["Unlocking efficiency by Drupal on Windows Server 2019"](https://www.g2.com/survey_responses/drupal-on-windows-server-2019-review-9597345)**

**Rating:** 5.0/5.0 stars

_— Taruna K._

[Read full review](https://www.g2.com/survey_responses/drupal-on-windows-server-2019-review-9597345)

**["Robust Experience with indelible security parameters"](https://www.g2.com/survey_responses/drupal-on-windows-server-2019-review-7034436)**

**Rating:** 4.5/5.0 stars

_— Green R._

[Read full review](https://www.g2.com/survey_responses/drupal-on-windows-server-2019-review-7034436)

### [Envoi - SafeStream Edition](https://www.g2.com/products/envoi-safestream-edition/reviews)

Envoi - SafeStream Edition is a cloud-based video distribution platform designed to provide content owners with a secure and efficient method for managing, transforming, localizing, distributing, and monetizing their media assets. Tailored for seamless integration with Amazon Web Services (AWS), it offers a comprehensive suite of tools to streamline workflows and ensure content protection. Key Features and Functionality: - Data Protection: Implements high-level encryption to safeguard content against unauthorized access. - Enterprise File Sharing: Facilitates secure sharing of large media files within organizations. - Media Transformation: Supports various media formats and resolutions, enabling efficient content adaptation. - Localization: Provides tools for translating and adapting content to different languages and regions. - Distribution: Ensures reliable delivery of content to over-the-top (OTT and electronic sell-through (EST platforms. - Monetization: Offers features to manage and optimize revenue streams from distributed content. Primary Value and User Solutions: Envoi - SafeStream Edition addresses the critical need for secure and efficient video content distribution. By integrating advanced encryption and customizable security settings, it ensures that sensitive media remains protected throughout the distribution process. The platform's user-friendly interface simplifies complex workflows, allowing content creators and distributors to manage their assets effectively. This combination of security and usability provides peace of mind and operational efficiency for users handling large volumes of media content.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Envoi - SafeStream Edition?

- **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 8.7/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.5/10)
- **Ease of Admin:** 6.7/10 (Category avg: 8.6/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Envoi - SafeStream Edition?

- **Seller:** [Envoi](https://www.g2.com/sellers/envoi-322cfe58-5d9f-46a4-8b8e-46f437163a65)
- **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 Envoi - SafeStream Edition?

**["Secure and User-Friendly Streaming Solution"](https://www.g2.com/survey_responses/envoi-safestream-edition-review-9749336)**

**Rating:** 4.0/5.0 stars

_— Nico K._

[Read full review](https://www.g2.com/survey_responses/envoi-safestream-edition-review-9749336)

**["It's a used - freindly interface"](https://www.g2.com/survey_responses/envoi-safestream-edition-review-9746936)**

**Rating:** 5.0/5.0 stars

_— Priya J._

[Read full review](https://www.g2.com/survey_responses/envoi-safestream-edition-review-9746936)

### [F5 BIG-IP WAF AWS Deployment & Integration](https://www.g2.com/products/f5-big-ip-waf-aws-deployment-integration/reviews)

Vandis engineers will work with your network and security teams to integrate F5 Network BIG-IP WAFs into your private network design on AWS. We will assist with the design and configuration of the VPC, subnets, DMZ, Security Groups, Route Tables, and EC2 Auto Scaling Groups as needed, and then deliver those in a detailed design and implementation document.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate F5 BIG-IP WAF AWS Deployment & Integration?

- **Has the product been a good partner in doing business?:** 6.7/10 (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)

#### Who Is the Company Behind F5 BIG-IP WAF AWS Deployment & Integration?

- **Seller:** [F5](https://www.g2.com/sellers/f5-f6451ada-8c47-43f5-b017-58663a045bc5)
- **HQ Location:** Seattle, Washington
- **Twitter:** @F5Networks  
1,385 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7f11d476d00d2f94515d8841a7c9d683a4303902a44318177a444690ba1c225&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4841%2F&secure%5Burl_type%5D=linkedin_company_website)  
6,165 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Small

#### What Do G2 Reviewers Say About F5 BIG-IP WAF AWS Deployment & Integration?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **easy configurability** of F5 BIG-IP WAF, enabling tailored security for applications and APIs.
- Users value the **ease of configuration** with F5 BIG-IP WAF, enhancing their application security experience effortlessly.
- Users value the **granular policy customization** of F5 BIG-IP WAF, enhancing security for diverse application threats effectively.
- Users appreciate the **strong security and visibility** offered by F5 BIG-IP WAF, enhancing protection for applications and APIs.
- Users value the **quick setup** of F5 BIG-IP WAF AWS, finding it straightforward and efficient for enhanced security.

##### Cons

- Users feel that the **GUI could be improved** , impacting ease of use and overall experience.

#### What Are Recent G2 Reviews of F5 BIG-IP WAF AWS Deployment & Integration?

**["Unmatched Security with Easy Integration"](https://www.g2.com/survey_responses/f5-big-ip-waf-aws-deployment-integration-review-12092764)**

**Rating:** 4.5/5.0 stars

_— Sanjay G._

[Read full review](https://www.g2.com/survey_responses/f5-big-ip-waf-aws-deployment-integration-review-12092764)

**["Deployed WAF at AWS Cloud"](https://www.g2.com/survey_responses/f5-big-ip-waf-aws-deployment-integration-review-5345840)**

**Rating:** 4.5/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/f5-big-ip-waf-aws-deployment-integration-review-5345840)

#### What Are G2 Users Discussing About F5 BIG-IP WAF AWS Deployment & Integration?

- [What is F5 BIG-IP WAF AWS Deployment & Integration used for?](https://www.g2.com/discussions/what-is-f5-big-ip-waf-aws-deployment-integration-used-for)

### [Falkonry Clue](https://www.g2.com/products/falkonry-clue/reviews)

Falkonry Clue is an intelligent assistant which integrates digital decision-making into existing plant workflows. Clue provides a way to organize tacit knowledge into conditions that flexibly map analytics findings to actions such as work orders, notifications, and indicators. Clue continuously produces automated reports for important behavior based on signal values and interactive dashboards of these events over time to simplify understanding of the occurrence of important behavior. Simply put, Falkonry Clue will help you drive operational actions automatically from data based on patterns.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Falkonry Clue?

- **Quality of Support:** 7.5/10 (Category avg: 8.5/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Falkonry Clue?

- **Seller:** [Falkonry](https://www.g2.com/sellers/falkonry)
- **Year Founded:** 2012
- **HQ Location:** Cupertino, US
- **Twitter:** @falkonry  
412 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e08e84f49cfc81fdcf9d0a83459c35ee335835003dfe3f910462d90ccb1b4ed5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffalkonry%2F&secure%5Burl_type%5D=linkedin_company_website)  
36 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Medium

#### What Do G2 Reviewers Say About Falkonry Clue?

_AI-generated summary from verified user reviews_

##### Pros

- Users feel they have a **data expert guiding them** , revealing hidden insights that prevent operational issues effectively.
- Users value having a **data expert guiding them** to prevent issues and optimize plant operations effectively.
- Users benefit from **expert data guidance** with Falkonry Clue, enabling proactive issue prevention and reduced downtime.
- Users value the **expert guidance** of Falkonry Clue, which helps prevent issues before they escalate in plant operations.
- Users value the **downtime reduction** achieved with Falkonry Clue, proactively addressing issues before they escalate.

##### Cons

- Users find that Clue has a **limited data incorporation method** , restricting access to valuable information from other systems.
- Users find **limited flexibility** in Clue as it struggles to incorporate external data outside its own database.

#### What Are Recent G2 Reviews of Falkonry Clue?

**["Falkonry Clue"](https://www.g2.com/survey_responses/falkonry-clue-review-7127679)**

**Rating:** 4.5/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/falkonry-clue-review-7127679)

**["Increased on our overall production capacity"](https://www.g2.com/survey_responses/falkonry-clue-review-10713786)**

**Rating:** 4.5/5.0 stars

_— Casey B._

[Read full review](https://www.g2.com/survey_responses/falkonry-clue-review-10713786)

### [Falkonry LRS](https://www.g2.com/products/falkonry-lrs/reviews)

Falkonry LRS is a pre-packaged machine learning system that enables predictive operations. LRS allows users to review and manage all operational data in one place, offers powerful visualization and simplifies scaling of large predictive operation applications across the enterprise. Falkonry LRS analyzes multivariate time series data to discover patterns, predict critical events and explain behaviors that matter in your operations. Falkonry LRS is built for industrial practitioners such as manufacturing, process and quality engineers so that they can leverage machine learning (ML) without requiring the assistance of data scientists. Falkonry LRS is containerized and scalable for cloud and on-premise infrastructure. Offering air gapped deployment, it can be used for high security applications as well.

**Average Rating:** 4.5/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Falkonry LRS?

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

#### Who Is the Company Behind Falkonry LRS?

- **Seller:** [Falkonry](https://www.g2.com/sellers/falkonry)
- **Year Founded:** 2012
- **HQ Location:** Cupertino, US
- **Twitter:** @falkonry  
412 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e08e84f49cfc81fdcf9d0a83459c35ee335835003dfe3f910462d90ccb1b4ed5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ffalkonry%2F&secure%5Burl_type%5D=linkedin_company_website)  
36 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Small

#### What Do G2 Reviewers Say About Falkonry LRS?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **ease of use for machine learning** in Falkonry LRS invaluable for operational data management.
- Users find the **easy data management** of Falkonry LRS invaluable for leveraging machine learning without a data scientist's constant support.
- Users value the **ease of use** of Falkonry LRS, facilitating machine learning without requiring constant data scientist support.
- Users value the **ease of using machine learning** with Falkonry LRS, enhancing productivity without needing constant data scientist support.

##### Cons

- Users struggle with **inaccuracy issues** in detecting complex anomalies, leading to confusion between normal variations and true failures.
- Users find the **model limitations** of Falkonry LRS hinder its ability to detect complex anomalies effectively.
- Users find the **performance issues** of Falkonry LRS troubling, especially in detecting complex anomalies effectively.

#### What Are Recent G2 Reviews of Falkonry LRS?

**["Enabling me to easily spot trends"](https://www.g2.com/survey_responses/falkonry-lrs-review-10377564)**

**Rating:** 4.5/5.0 stars

_— Galindo J._

[Read full review](https://www.g2.com/survey_responses/falkonry-lrs-review-10377564)

**["An important win-win tool"](https://www.g2.com/survey_responses/falkonry-lrs-review-6746480)**

**Rating:** 5.0/5.0 stars

_— Verified User in Industrial Automation_

[Read full review](https://www.g2.com/survey_responses/falkonry-lrs-review-6746480)

#### What Are G2 Users Discussing About Falkonry LRS?

- [What is Falkonry LRS used for?](https://www.g2.com/discussions/what-is-falkonry-lrs-used-for)

### [GitLab Server CE Community Edition on Ubuntu Server 20.04](https://www.g2.com/products/gitlab-server-ce-community-edition-on-ubuntu-server-20-04/reviews)

Self-Hosted web-based DevOps lifecycle tool that includes Git repository management, issue tracking, CI/CD pipelines, code review, an IDE, activity streams, wikis, and more.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### Who Is the Company Behind GitLab Server CE Community Edition on Ubuntu Server 20.04?

- **Seller:** [Cloud Infrastructure Services](https://www.g2.com/sellers/cloud-infrastructure-services-096ef9d7-f3ea-4ec5-90e3-0e1caf14b2d5)
- **Year Founded:** 2014
- **HQ Location:** London, GB
- **Twitter:** @networkangelapp  
318 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=11a84386ea28445b244494851373c022737e0a4d0b49cd819cd39b66bcc4c66d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloud-infrastructure-services%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

#### What Are Recent G2 Reviews of GitLab Server CE Community Edition on Ubuntu Server 20.04?

**["Simple, Easy and straightforward!"](https://www.g2.com/survey_responses/gitlab-server-ce-community-edition-on-ubuntu-server-20-04-review-7232796)**

**Rating:** 4.0/5.0 stars

_— Verified User in Information Technology and Services_

[Read full review](https://www.g2.com/survey_responses/gitlab-server-ce-community-edition-on-ubuntu-server-20-04-review-7232796)

**["Usefulness of Gitlab Server CE"](https://www.g2.com/survey_responses/gitlab-server-ce-community-edition-on-ubuntu-server-20-04-review-7207840)**

**Rating:** 4.0/5.0 stars

_— Sai Raj S._

[Read full review](https://www.g2.com/survey_responses/gitlab-server-ce-community-edition-on-ubuntu-server-20-04-review-7207840)

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

This is an Image Classification model from PyTorch Hub. It takes an image as input and classifies the image to one of the 1000 classes.

**Average Rating:** 4.3/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate GoogLeNet?

- **Quality of Support:** 10.0/10 (Category avg: 8.5/10)
- **Ease of Use:** 7.5/10 (Category avg: 8.7/10)

#### Who Is the Company Behind GoogLeNet?

- **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:** 67% Large, 33% Medium

#### What Do G2 Reviewers Say About GoogLeNet?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **high accuracy** of GoogLeNet, which enhances overall performance and reliability in their tasks.

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

**["High Accuracy with Fewer Parameters—GoogLeNet’s Efficient Inception Design"](https://www.g2.com/survey_responses/googlenet-review-12706586)**

**Rating:** 4.0/5.0 stars

_— Maricela B._

[Read full review](https://www.g2.com/survey_responses/googlenet-review-12706586)

**["Googlenet achieves efficiency within the network"](https://www.g2.com/survey_responses/googlenet-review-5243833)**

**Rating:** 5.0/5.0 stars

_— Nidhi C._

[Read full review](https://www.g2.com/survey_responses/googlenet-review-5243833)

#### What Are G2 Users Discussing About GoogLeNet?

- [What is GoogLeNet used for?](https://www.g2.com/discussions/what-is-googlenet-used-for)

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

HarperDB eliminates the complexity typically synonymous with distributed services by combining an ultra-fast document-style data store, in-memory cache, real-time message broker, and your application components into a single distributed technology. When clustered and geo-distributed, HarperDB nodes instantly synchronize data to deliver a horizontally scalable service fabric, ensuring low-latency in-region responses for clients worldwide. In addition to massive cost savings at scale, HarperDB’s REST, GraphQL, and real-time interfaces make light work of servicing frontend requirements. Install and manage on your hardware, or have us host your services with HarperDB Cloud. For questions, reach us at hello@harperdb.io.

**Average Rating:** 4.8/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate Harper?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 8.7/10)
- **Quality of Support:** 9.2/10 (Category avg: 8.5/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.6/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.7/10)

#### Who Is the Company Behind Harper?

- **Seller:** [HarperDB](https://www.g2.com/sellers/harperdb)
- **Year Founded:** 2017
- **HQ Location:** Denver, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2cf639ff56bc03eb6601f5cbf24e9e5f72fdb0920cf1527cc566baf472d97cff&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fharpersystems%2F&secure%5Burl_type%5D=linkedin_company_website)  
48 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 50% Large, 50% Small

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

**["Harper DB: Best Database for your data"](https://www.g2.com/survey_responses/harper-review-9525597)**

**Rating:** 5.0/5.0 stars

_— Vora R._

[Read full review](https://www.g2.com/survey_responses/harper-review-9525597)

**["A Developers Lifesaver"](https://www.g2.com/survey_responses/harper-review-7406925)**

**Rating:** 5.0/5.0 stars

_— Michael K._

[Read full review](https://www.g2.com/survey_responses/harper-review-7406925)

### [Inception ResNet V2](https://www.g2.com/products/inception-resnet-v2/reviews)

It takes an image as input and classifies the image to one of the multiple classes. The model available for deployment is pre-trained on ImageNet which comprises images of different classes. The model predicts classes including the additional class for background. TensorFlow, the TensorFlow logo and any related marks are trademarks of Google Inc.

**Average Rating:** 4.0/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate Inception ResNet V2?

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

#### Who Is the Company Behind Inception ResNet V2?

- **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 Inception ResNet V2?

**["Best Deep Learning tool for academics"](https://www.g2.com/survey_responses/inception-resnet-v2-review-9155340)**

**Rating:** 4.5/5.0 stars

_— KUSHAGRA D._

[Read full review](https://www.g2.com/survey_responses/inception-resnet-v2-review-9155340)

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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

Show More