Best AWS Marketplace Software - Page 3

How Many AWS Marketplace Software Products Does G2 Track?

Total Products under this Category: 2,493

Category Stats (Sep 2026)

  • Average Rating: 4.39/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Parallel Task API (+2.42%) - Among all products in this category, Parallel Task API recorded the largest rating increase compared to last month

Last updated: September 15, 2026

How Does G2 Rank AWS Marketplace Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 30,200+ Authentic Reviews
  • 2,493+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

Docker Swarm

Docker Swarm is Docker's native clustering and orchestration tool, enabling the management of a cluster of Docker nodes as a single virtual system. Integrated directly into the Docker Engine, it allows users to deploy, manage, and scale containerized applications seamlessly across multiple hosts. By utilizing Docker Swarm, organizations can achieve high availability, load balancing, and simplified service discovery, all while maintaining the familiar Docker interface. Key Features and Functionality: - Integrated Cluster Management: Docker Swarm provides built-in tools for creating and managing a swarm of Docker nodes, eliminating the need for external orchestration software. - Declarative Service Model: Users can define the desired state of services, including the number of replicas and network configurations, and Docker Swarm ensures this state is maintained. - Scalability: Easily scale services up or down by adjusting the number of replicas, with Docker Swarm automatically distributing tasks across available nodes. - Load Balancing: Swarm's internal load balancer distributes incoming requests across service replicas, ensuring efficient resource utilization and application performance. - Service Discovery: Each service is assigned a unique DNS name, allowing containers to locate and communicate with each other seamlessly within the swarm. - Rolling Updates and Rollbacks: Deploy updates incrementally with minimal downtime, and revert to previous versions if issues arise, ensuring continuous service availability. - Security: Docker Swarm enforces mutual TLS authentication and encryption between nodes, providing secure communication within the cluster. Primary Value and Problem Solved: Docker Swarm simplifies the orchestration of containerized applications by providing a native, integrated solution within the Docker ecosystem. It addresses the complexities of deploying and managing containers at scale, offering features like automated load balancing, service discovery, and rolling updates. By leveraging Docker Swarm, organizations can achieve high availability and scalability for their applications without the steep learning curve associated with other orchestration tools, making it an ideal choice for teams seeking an efficient and straightforward approach to container management.

Average Rating: 4.1/5.0

Total Reviews: 20

How Do G2 Users Rate Docker Swarm?

  • Has the product been a good partner in doing business?: 7.8/10 (Category avg: 8.7/10)
  • Quality of Support: 7.8/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.6/10 (Category avg: 8.6/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind Docker Swarm?

  • Seller: appXen
  • HQ Location: N/A
  • Twitter: @app_xen
    2 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Telecommunications
  • Company Size: 48% Medium, 33% Small

What Are Recent G2 Reviews of Docker Swarm?

What Are G2 Users Discussing About Docker Swarm?

WordPress PHP7.4

WordPress is one of the most popular website builder and content management systems, offering wide array of content customization plugins for site optimization and diverse user experience. This AMI is a base version WordPress featuring Amazon Linux 2, secure phpMyAdmin and wp-cli.

Average Rating: 4.6/5.0

Total Reviews: 20

How Do G2 Users Rate WordPress PHP7.4?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.7/10)
  • Quality of Support: 7.9/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.6/10 (Category avg: 8.6/10)
  • Ease of Use: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind WordPress PHP7.4?

Who Uses This Product?

  • Company Size: 85% Small, 15% Medium

What Do G2 Reviewers Say About WordPress PHP7.4?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the improved performance of WordPress with PHP 7.4, enjoying its speed and efficiency when properly configured.
  • Users value the robust security enhancements of WordPress with PHP 7.4, ensuring a safer online experience.
  • Users praise the ease of use of WordPress, benefiting from its intuitive interface and extensive plugin options.
  • Users commend the flexibility of WordPress PHP7.4, allowing for tailored setups on various servers.
  • Users value the plethora of plugins available in WordPress, enhancing flexibility and functionality for diverse needs.
Cons
  • Users experience compatibility issues with PHP 7.4, leading to challenges in integrating with existing systems.
  • Users report a challenging learning curve with PHP 7.4, making it difficult to fully utilize its enhancements.
  • Users face limited flexibility due to compatibility issues and a steep learning curve with PHP 7.4.

What Are Recent G2 Reviews of WordPress PHP7.4?

What Are G2 Users Discussing About WordPress PHP7.4?

ownCloud

ownCloud is the open platform for more productivity and security in digital collaboration. ownCloud offers a solution to organizations that need to share confidential data internally and externally. The open platform offers better productivity and security within digital collaboration, and enables users to access data no matter where it is stored or which device is being used.

Average Rating: 4.2/5.0

Total Reviews: 237

How Do G2 Users Rate ownCloud?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 8.7/10)
  • Quality of Support: 7.8/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.6/10)
  • Ease of Use: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind ownCloud?

  • Seller: ownCloud
  • Year Founded: 2011
  • HQ Location: Nuremberg, Germany
  • Twitter: @ownCloud
    13,096 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    35 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 55% Small, 33% Medium

What Do G2 Reviewers Say About ownCloud?

AI-generated summary from verified user reviews

Pros
  • Users find ownCloud's ease of use impressive, appreciating its user-friendly interface and quick setup for secure file management.
  • Users value the strong security features of ownCloud, ensuring data privacy and control during file sharing and collaboration.
  • Users value ownCloud's full control over data security, ensuring compliance and privacy for sensitive business files.
  • Users commend ownCloud for its reliable data syncing, ensuring security and control over sensitive business files.
  • Users value the exceptional data management of ownCloud, enjoying complete control and enhanced security for their files.
Cons
  • Users struggle with the difficult setup of ownCloud, finding it complex and not user-friendly for non-technical individuals.
  • Users find ownCloud lacking features like automatic photo categorization and improved UI, impacting usability and performance.
  • Users experience slow performance and scalability challenges, requiring manual tuning for optimal use in larger setups.
  • Users highlight the need for significant training required to navigate the complex setup and configuration of ownCloud.
  • Users face user interface issues with ownCloud, including complexity during setup and a less intuitive design compared to competitors.

What Are Recent G2 Reviews of ownCloud?

What Are G2 Users Discussing About ownCloud?

ME Applications Manager with Add-ons|25 Monitors

ManageEngine Applications Manager is a comprehensive application performance monitoring solution designed to provide deep visibility into the health and performance of business-critical applications and IT infrastructure. It supports over 150 technologies across on-premises and cloud environments, enabling IT teams to proactively detect and resolve issues before they impact end users. With features like real-time monitoring, code-level diagnostics, and AI-powered analytics, Applications Manager helps organizations ensure optimal application performance, enhance user experience, and maintain high service availability. Key Features and Functionality: - Application Performance Monitoring: Utilizes byte-code instrumentation to offer code-level insights into applications built on Java, .NET, PHP, Node.js, and Python, facilitating rapid identification and resolution of performance bottlenecks. - Infrastructure Monitoring: Monitors servers, databases, virtual machines, and cloud services, providing comprehensive visibility into the entire IT infrastructure. - End-User Experience Monitoring: Employs synthetic transaction monitoring and real user monitoring to assess application performance from the end-user perspective, ensuring a seamless user experience. - AI-Powered Analytics and Alerts: Features anomaly detection, adaptive thresholds, and automated corrective actions to proactively address potential issues and minimize downtime. - Cloud and Container Monitoring: Supports monitoring of cloud platforms like AWS, Azure, and Google Cloud, as well as container technologies such as Docker and Kubernetes, enabling efficient management of modern application architectures. Primary Value and Problem Solved: ManageEngine Applications Manager addresses the critical need for organizations to maintain high-performing and reliable applications. By offering a unified platform for monitoring applications and infrastructure, it enables IT teams to detect and resolve issues proactively, reducing downtime and enhancing user satisfaction. The solution's comprehensive monitoring capabilities, combined with AI-driven insights and automated remediation, empower organizations to optimize resource utilization, ensure compliance with service level agreements , and support business continuity.

Average Rating: 4.8/5.0

Total Reviews: 18

How Do G2 Users Rate ME Applications Manager with Add-ons|25 Monitors?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.7/10)
  • Quality of Support: 9.1/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.6/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)

Who Is the Company Behind ME Applications Manager with Add-ons|25 Monitors?

  • Seller: Zoho
  • Year Founded: 1996
  • HQ Location: Austin, TX
  • Twitter: @Zoho
    137,880 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    30,913 employees on LinkedIn®
  • Phone: +1 (888) 900-9646

Who Uses This Product?

  • Company Size: 44% Medium, 39% Large

What Are Recent G2 Reviews of ME Applications Manager with Add-ons|25 Monitors?

OpenJDK 8 (Java 8) on Ubuntu 18

OpenJDK 8 (Java 8 on Ubuntu 18.04 LTS is a pre-configured Amazon Machine Image (AMI) available through the AWS Marketplace. This AMI provides a ready-to-use environment for deploying Java applications, combining the stability and security of Ubuntu 18.04 LTS with the robust features of OpenJDK 8. It is designed to facilitate seamless development and deployment of Java-based applications on AWS infrastructure. Key Features and Functionality: - Pre-Installed OpenJDK 8: The AMI comes with OpenJDK 8 pre-installed, allowing developers to immediately start building and running Java applications without additional setup. - Ubuntu 18.04 LTS Base: Built on the long-term support version of Ubuntu 18.04, this AMI ensures a stable and secure operating system environment for your applications. - SSH Access: Users can securely connect to the instance via SSH using the 'ubuntu' user account and the key specified at launch. - Root Access: Administrative tasks can be performed using 'sudo' to execute commands requiring root privileges. - Java Version Verification: Easily verify the installed Java version by running the command `java -version` upon accessing the instance. Primary Value and Problem Solving: This AMI addresses the need for a reliable and efficient Java development environment on AWS. By providing a pre-configured setup with OpenJDK 8 on Ubuntu 18.04 LTS, it eliminates the time-consuming process of manual installation and configuration. Developers can focus on coding and deploying applications, benefiting from the stability of Ubuntu and the extensive features of OpenJDK 8. This solution is particularly advantageous for teams seeking a consistent and secure Java runtime environment in the cloud.

Average Rating: 4.4/5.0

Total Reviews: 18

How Do G2 Users Rate OpenJDK 8 (Java 8) on Ubuntu 18?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.7/10)
  • Quality of Support: 8.6/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 9.3/10 (Category avg: 8.7/10)

Who Is the Company Behind OpenJDK 8 (Java 8) on Ubuntu 18?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 56% Large, 22% Small

What Do G2 Reviewers Say About OpenJDK 8 (Java 8) on Ubuntu 18?

AI-generated summary from verified user reviews

Pros
  • Users love the lambda expressions and date/time API in OpenJDK 8, enhancing their programming experience on Ubuntu 18.
Cons
  • Users experience slow performance with OpenJDK 8 on Ubuntu 18, particularly if not configured correctly.

What Are Recent G2 Reviews of OpenJDK 8 (Java 8) on Ubuntu 18?

What Are G2 Users Discussing About OpenJDK 8 (Java 8) on Ubuntu 18?

Wordpress powered by Symetricore

WordPress powered by Symetricore is a simple to use, pre-configured way to get up and running with WordPress on Amazon EC2.

Average Rating: 4.1/5.0

Total Reviews: 18

How Do G2 Users Rate Wordpress powered by Symetricore?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 8.9/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.4/10 (Category avg: 8.6/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Wordpress powered by Symetricore?

Who Uses This Product?

  • Company Size: 78% Small, 22% Medium

What Are Recent G2 Reviews of Wordpress powered by Symetricore?

Debian

Debian is a free and open-source operating system developed collaboratively by a global community of volunteers. Established in 1993, it has become one of the most popular and influential Linux distributions, known for its stability, security, and extensive software repositories. Debian serves as the foundation for numerous other distributions, including Ubuntu and Linux Mint, and is widely used on both servers and desktops. Key Features and Functionality: - Extensive Software Repository: Debian offers access to over 59,000 software packages, providing users with a vast selection of applications and tools to meet diverse needs. - Multi-Architecture Support: It supports a wide range of hardware architectures, from common x86-64 systems to ARM-based devices and IBM mainframes, ensuring broad compatibility. - Advanced Package Management: Debian utilizes the Advanced Packaging Tool (APT) for efficient package management, simplifying the installation, upgrade, and removal of software. - Security and Stability: With a strong focus on security, Debian provides timely updates and a robust security infrastructure, making it a reliable choice for critical systems. - Community-Driven Development: The Debian Project is governed by a social contract and constitution, emphasizing transparency, collaboration, and adherence to free software principles. Primary Value and User Solutions: Debian addresses the needs of users seeking a dependable and versatile operating system that upholds the ideals of free software. Its comprehensive package repository and support for multiple architectures make it suitable for a wide array of applications, from personal computing to enterprise servers. The community-driven approach ensures continuous improvement and responsiveness to user needs, while its commitment to security and stability provides a trustworthy platform for both developers and end-users.

Average Rating: 4.6/5.0

Total Reviews: 221

How Do G2 Users Rate Debian?

  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.9/10 (Category avg: 8.6/10)
  • Ease of Use: 8.4/10 (Category avg: 8.7/10)

Who Is the Company Behind Debian?

  • Seller: Debian Project
  • Year Founded: 1993
  • HQ Location: Indiana, United States
  • Twitter: @debian
    277,045 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    502 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 47% Small, 30% Medium

What Do G2 Reviewers Say About Debian?

AI-generated summary from verified user reviews

Pros
  • Users value Debian's ease of use with its straightforward installation and reliable performance for diverse tasks.
  • Users appreciate Debian's rock-solid reliability, ensuring stability and consistent performance for developers and server environments.
  • Users value the exceptional stability of Debian, making it ideal for servers, development, and secure environments.
  • Users value Debian for its exceptional stability and security, making it a trusted choice for servers and development.
  • Users value the strong security focus of Debian, ensuring a dependable environment for servers and development tasks.
Cons
  • Users note that packages can feel outdated, requiring manual installs for newer versions and complicating hardware support.
  • Users note the lack of features due to older software versions, impacting newer hardware support and usability.
  • Users find the difficult setup process of Debian challenging, especially when dealing with older packages and hardware support.
  • Users often face driver issues in Debian, needing extra configuration for hardware support and missing drivers.
  • Users find the interface outdated and note the need for modern features and better hardware support in Debian.

What Are Recent G2 Reviews of Debian?

What Are G2 Users Discussing About Debian?

Grafana Labs

Grafana Labs provides an open and composable monitoring and observability stack built around Grafana, the leading open source technology for dashboards and visualization. There are more than 3,000 Grafana Labs customers, including Bloomberg, Citigroup, Dell Technologies, Salesforce, and TomTom, and more than 1 million active instances of Grafana around the world. Grafana Labs helps companies manage their observability strategies with the LGTM Stack, which can be run fully managed with Grafana Cloud or self-managed with the Grafana Enterprise offerings, both featuring scalable metrics (Grafana Mimir), logs (Grafana Loki), and traces (Grafana Tempo) as well as extensive enterprise data source plugins, dashboard management, alerting, reporting, and security. Grafana Labs is backed by leading investors Lightspeed Venture Partners, Lead Edge Capital, GIC, Sequoia Capital, Coatue, and J.P. Morgan. Follow Grafana Labs on LinkedIn and Twitter or visit https://grafana.com.

Average Rating: 4.5/5.0

Total Reviews: 198

How Do G2 Users Rate Grafana Labs?

  • 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: 8.5/10 (Category avg: 8.6/10)
  • Ease of Use: 8.6/10 (Category avg: 8.7/10)

Who Is the Company Behind Grafana Labs?

  • Seller: Grafana Labs
  • Year Founded: 2014
  • HQ Location: New York
  • Twitter: @grafana
    71,444 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,907 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 48% Medium, 26% Large

What Do G2 Reviewers Say About Grafana Labs?

AI-generated summary from verified user reviews

Pros
  • Users value the intuitive and flexible interface of Grafana for creating interactive and seamless dashboards.
  • Users appreciate the ease of use of Grafana, enjoying seamless monitoring and intuitive dashboard creation.
  • Users value the intuitive and flexible dashboard interface of Grafana, enhancing their data visualization and monitoring experiences.
  • Users value the real-time monitoring capabilities of Grafana Labs, enhancing visibility and responsiveness for complex metrics.
  • Users value Grafana's flexibility and clarity in monitoring, making complex data visualization easy and effective.
Cons
  • Users find the learning curve steep, with challenging setup and limited documentation impacting accessibility for newcomers.
  • Users find the complex setup of Grafana Labs challenging, especially when configuring data sources and writing queries.
  • Users find the difficult learning curve to be a significant challenge, especially for advanced features and configurations.
  • Users find the learning difficulty of Grafana challenging, particularly in navigating the interface and setup processes.
  • Users find the complexity of initial setup and query writing in Grafana Labs to be challenging and time-consuming.

What Are Recent G2 Reviews of Grafana Labs?

What Are G2 Users Discussing About Grafana Labs?

IIS 10 on Windows 2019

The "IIS 10 on Windows 2019" Amazon Machine Image (AMI) offers a pre-configured environment combining Windows Server 2019 with Internet Information Services (IIS 10.0. This setup provides a robust and scalable platform for hosting web applications, enabling users to deploy and manage websites and services efficiently within the AWS EC2 cloud environment. Key Features and Functionality: - Pre-Installed IIS 10.0: The AMI comes with IIS 10.0 pre-installed, allowing for immediate deployment of web applications without additional setup. - Windows Server 2019 Base: Utilizes the stability and security features of Windows Server 2019, ensuring a reliable operating system foundation. - Scalability: Designed to scale on-demand within the AWS EC2 environment, accommodating varying workloads and traffic demands. - Security Enhancements: Incorporates Windows Defender and built-in monitoring tools to maintain a secure hosting environment. - Customization: Allows users to configure IIS server roles and features to meet specific organizational requirements. Primary Value and User Solutions: This AMI simplifies the process of setting up a web server by providing a ready-to-use environment with IIS 10.0 on Windows Server 2019. It addresses the need for a secure, scalable, and customizable web hosting solution, enabling developers and businesses to focus on application development and deployment without the complexities of manual server configuration. By leveraging this AMI, users can efficiently manage their web applications, ensuring high availability and performance within the AWS cloud infrastructure.

Average Rating: 4.5/5.0

Total Reviews: 17

How Do G2 Users Rate IIS 10 on Windows 2019?

  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 8.2/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 8.8/10 (Category avg: 8.7/10)

Who Is the Company Behind IIS 10 on Windows 2019?

Who Uses This Product?

  • Top Industries: Computer & Network Security, Computer Software
  • Company Size: 47% Medium, 35% Small

What Are Recent G2 Reviews of IIS 10 on Windows 2019?

What Are G2 Users Discussing About IIS 10 on Windows 2019?

Microsoft Windows Server 2019 with HyperV

Microsoft Windows Server 2019 with Hyper-V is a robust server operating system that integrates Microsoft's Hyper-V virtualization technology, enabling users to create and manage virtual machines (VMs efficiently. This combination offers a scalable and secure platform suitable for various workloads, including enterprise applications, web services, and data processing tasks. Key Features and Functionality: - Integrated Hyper-V Virtualization: Allows for the creation and management of multiple VMs, supporting both Windows and Linux operating systems. - Enhanced Security: Features such as Secure Boot and Shielded VMs protect against malware and unauthorized access, ensuring data integrity. - Disaster Recovery and Backup: Facilitates VM replication from on-premises environments to AWS, providing robust disaster recovery and backup solutions. - Development and Testing Environments: Enables the creation of isolated development and testing environments, allowing for application testing without impacting production systems. - Support for Containers: Offers Windows Server Containers, allowing for efficient application deployment and management. Primary Value and User Solutions: By deploying Microsoft Windows Server 2019 with Hyper-V on AWS, organizations can achieve cost-effective virtualization without the need for additional third-party hypervisors. This solution simplifies the migration of on-premises VMs to the cloud, enhances disaster recovery capabilities, and provides a secure and scalable environment for various applications. It addresses the need for efficient resource utilization, improved security measures, and flexible development and testing platforms, ultimately supporting business continuity and operational efficiency.

Average Rating: 4.4/5.0

Total Reviews: 17

How Do G2 Users Rate Microsoft Windows Server 2019 with HyperV?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 8.7/10)
  • Quality of Support: 9.1/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.2/10 (Category avg: 8.6/10)
  • Ease of Use: 9.0/10 (Category avg: 8.7/10)

Who Is the Company Behind Microsoft Windows Server 2019 with HyperV?

  • 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: 71% Large, 24% Medium

What Are Recent G2 Reviews of Microsoft Windows Server 2019 with HyperV?

The Jupyter Notebook

Jupyter Notebook is an open-source, web-based interactive computing environment that enables users to create and share documents containing live code, equations, visualizations, and narrative text. It supports over 40 programming languages, including Python, R, Julia, and Scala, making it a versatile tool for data science, scientific computing, and machine learning. Key Features: - Interactive Computing: Allows real-time code execution and immediate feedback, facilitating an interactive development process. - Multi-Language Support: Supports numerous programming languages, enabling flexibility in project development. - Rich Text Integration: Incorporates Markdown for formatting text, creating headings, lists, and embedding links alongside code. - Data Visualization: Integrates seamlessly with libraries like Matplotlib and Seaborn to produce dynamic, inline visualizations. - Notebook Sharing: Enables easy sharing of notebooks via email, GitHub, or conversion to formats like HTML and PDF. - Extensible Architecture: Supports extensions and plugins, allowing for customization and additional functionality. - Kernel Flexibility: Allows switching between different programming languages within the same notebook. Primary Value and User Solutions: Jupyter Notebook streamlines the process of developing, documenting, and sharing computational workflows. Its interactive environment promotes reproducibility and transparency in research, making it an invaluable tool for data scientists, educators, and researchers. By combining code execution, rich text, and visualizations in a single document, it enhances collaboration and simplifies the communication of complex ideas.

Average Rating: 4.6/5.0

Total Reviews: 240

How Do G2 Users Rate The Jupyter Notebook?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.7/10 (Category avg: 8.6/10)
  • Ease of Use: 9.1/10 (Category avg: 8.7/10)

Who Is the Company Behind The Jupyter Notebook?

Who Uses This Product?

  • Who Uses This: Data Scientist, Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 36% Large, 34% Small

What Do G2 Reviewers Say About The Jupyter Notebook?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Jupyter Notebook, making it beginner-friendly for programming and project work.
  • Users love the easy data visualization capabilities of Jupyter Notebook, enhancing their coding and analytical efficiency.
  • Users value the interactive data analysis capabilities of Jupyter Notebook, enhancing experimentation and insight generation.
  • Users value the unmatched interactive prototyping capabilities of Jupyter Notebook for efficient coding and visualization.
  • Users value the unmatched interactivity of Jupyter Notebook, enhancing data analysis and iterative development efficiency.
Cons
  • Users find file management cumbersome, as the interface lacks customization and struggles with large projects and files.
  • Users experience performance bottlenecks with large datasets in Jupyter Notebook, leading to slow processing and crashes.
  • Users find the complex setup of Jupyter Notebook intimidating, requiring hours to understand configurations and dependencies.
  • Users find difficult management challenging due to complex setup and version control issues with Jupyter Notebook.
  • Users find the steep learning curve of Jupyter Notebook intimidating, requiring significant time to learn configuration and commands.

What Are Recent G2 Reviews of The Jupyter Notebook?

What Are G2 Users Discussing About The Jupyter Notebook?

DistilBERT Base Uncased PyTorch Hub Extractive Question Answering

This is a Extractive Question Answering model built upon a Text Embedding model from [PyTorch Hub](https://pytorch.org/hub/huggingface_pytorch-transformers/ ). It takes as input a pair of question-context strings, and returns a sub-string from the context as a answer to the question. The Text Embedding model which is pre-trained on English Text returns an embedding of the input pair of question-context strings.

Average Rating: 4.4/5.0

Total Reviews: 16

How Do G2 Users Rate DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.7/10)
  • Quality of Support: 8.8/10 (Category avg: 8.5/10)
  • Ease of Admin: 9.0/10 (Category avg: 8.6/10)
  • Ease of Use: 9.4/10 (Category avg: 8.7/10)

Who Is the Company Behind DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

  • 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?

  • Top Industries: Information Technology and Services
  • Company Size: 69% Large, 25% Small

What Are Recent G2 Reviews of DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

What Are G2 Users Discussing About DistilBERT Base Uncased PyTorch Hub Extractive Question Answering?

Docker on Ubuntu 20

Docker on Ubuntu 20.04 LTS is a pre-configured Amazon Machine Image (AMI) designed to streamline the deployment and management of containerized applications on AWS EC2 instances. This AMI combines the robust features of Ubuntu 20.04 LTS with Docker's containerization capabilities, providing a reliable and scalable environment for developers and enterprises. Key Features and Functionality: - Optimized Performance: Pre-configured for optimal Docker performance on Ubuntu 20.04 LTS, ensuring minimal latency and high throughput for containers. - Easy Setup: Facilitates effortless launching and management of Docker containers using both command-line interface and graphical tools available on Ubuntu. - Enhanced Security: Leverages Ubuntu 20.04's security features, including AppArmor and regular security updates, to protect containerized applications. - Compatibility: Fully compatible with Docker Hub, allowing users to pull images and deploy applications from a vast library of pre-built containers. Primary Value and Solutions Provided: This AMI addresses the need for rapid deployment and scalability of applications by offering a ready-to-use environment for containerization. It enables developers and DevOps engineers to quickly spin up containerized applications, reducing time to market and enhancing development speed. The isolation provided by Docker containers ensures that applications run in stable environments, preventing conflicts and improving overall system reliability. Additionally, the scalability of Docker allows for easy horizontal scaling of applications to meet increasing demand, making it an ideal solution for microservices architecture, continuous integration/continuous deployment (CI/CD pipelines, and consistent development and testing environments.

Average Rating: 4.4/5.0

Total Reviews: 16

How Do G2 Users Rate Docker on Ubuntu 20?

  • Quality of Support: 8.1/10 (Category avg: 8.5/10)
  • Ease of Admin: 8.3/10 (Category avg: 8.6/10)
  • Ease of Use: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Docker on Ubuntu 20?

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 44% Medium, 44% Small

What Do G2 Reviewers Say About Docker on Ubuntu 20?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the seamless API integration of Docker on Ubuntu 20, enhancing efficiency in their CI/CD pipeline.
  • Users appreciate the deployment ease of Docker on Ubuntu 20, enjoying a smooth and efficient setup process.
  • Users appreciate the ease of use of Docker on Ubuntu 20, enabling quick and efficient container management.
  • Users appreciate the easy setup of Docker on Ubuntu 20, enabling quick container deployment and smooth implementation.
  • Users appreciate the implementation ease of Docker on Ubuntu 20, praising the straightforward and smooth setup process.
Cons
  • Users report limited community support for Docker on Ubuntu 20, particularly regarding advanced scenarios and version mismatches.
  • Users find the poor documentation for advanced scenarios on Ubuntu 20 less helpful for resolving issues effectively.

What Are Recent G2 Reviews of Docker on Ubuntu 20?

What Are G2 Users Discussing About Docker on Ubuntu 20?

Wordpress for Centos8

This AMI is a base version of Wordpress on Centos8

Average Rating: 4.3/5.0

Total Reviews: 16

How Do G2 Users Rate Wordpress for Centos8?

  • 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: 8.6/10 (Category avg: 8.6/10)
  • Ease of Use: 8.1/10 (Category avg: 8.7/10)

Who Is the Company Behind Wordpress for Centos8?

Who Uses This Product?

  • Company Size: 56% Small, 31% Medium

What Do G2 Reviewers Say About Wordpress for Centos8?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use in WordPress for CentOS 8 allows anyone to build websites effortlessly.
  • Users praise the reliability and speed of WordPress on CentOS 8, ensuring smooth and secure website hosting.
  • Users enjoy the easy content management in Wordpress for Centos8, allowing them to focus on creative blogging.
  • Users value the responsive customer support provided for Wordpress on Centos8, enhancing their overall experience.
  • Users value the customization options of WordPress on CentOS 8, enhancing their website hosting experience significantly.
Cons
  • Users report compatibility issues with premium themes that affect browser performance and overall experience.
  • Users find the difficult setup of Wordpress for Centos8 frustrating, particularly due to complex CLI commands.
  • Users find WordPress for CentOS8 to be expensive, adding to the challenges of compatibility and maintenance.
  • Users experience installation issues that could be improved with faster processes and better support forums.
  • Users often face maintenance issues with Wordpress on Centos8, impacting performance and user satisfaction.

What Are Recent G2 Reviews of Wordpress for Centos8?

XAMPP on Windows 2019 WAMP Server

XAMPP on Windows 2019 WAMP Server is a comprehensive web development platform that simplifies the setup of a local web server environment. It integrates essential components such as Apache, MariaDB, PHP, Perl, PhpMyAdmin, FTP, and Tomcat, all pre-configured and optimized for performance. This solution is ideal for developers seeking an efficient and hassle-free method to develop, test, and deploy web applications on a Windows Server 2019 environment. Key Features and Functionality: - Apache Web Server: Serves as the backbone for hosting web applications. - MariaDB Server: Provides a robust database management system for data storage and retrieval. - PHP and Perl Support: Enables the execution of dynamic scripts and applications. - PhpMyAdmin: Offers a user-friendly interface for managing databases. - FileZilla FTP Server: Facilitates secure file transfers between the local machine and the server. - Apache Tomcat: Supports Java-based applications and services. - XAMPP Control Panel: Allows easy management of server components without manual configuration file edits. Primary Value and User Solutions: XAMPP on Windows 2019 WAMP Server addresses the complexities associated with setting up a local web server by providing an all-in-one, pre-configured package. This solution eliminates the need for manual installation and configuration of individual components, thereby reducing setup time and potential errors. Developers can focus on coding and testing their applications in a stable and consistent environment, leading to increased productivity and streamlined development workflows. Additionally, the inclusion of tools like PhpMyAdmin and FileZilla enhances database management and file transfer processes, further simplifying the development experience.

Average Rating: 4.8/5.0

Total Reviews: 16

How Do G2 Users Rate XAMPP on Windows 2019 WAMP Server?

  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 8.7/10)
  • Quality of Support: 8.6/10 (Category avg: 8.5/10)
  • Ease of Admin: 10.0/10 (Category avg: 8.6/10)
  • Ease of Use: 9.6/10 (Category avg: 8.7/10)

Who Is the Company Behind XAMPP on Windows 2019 WAMP Server?

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 56% Small, 44% Medium

What Are Recent G2 Reviews of XAMPP on Windows 2019 WAMP Server?

What Are G2 Users Discussing About XAMPP on Windows 2019 WAMP Server?

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