Best Cloud Infrastructure Automation Software

How Many Cloud Infrastructure Automation Software Products Does G2 Track?

Total Products under this Category: 120

Category Stats (Nov 2026)

  • Average Rating: 4.57/5 (↓0.01 vs Oct 2026) The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: GitHub (+0.02%) - Among all products in this category, GitHub recorded the largest rating increase compared to last month

Last updated: November 01, 2026

How Does G2 Rank Cloud Infrastructure Automation Software Products?

Why You Can Trust G2's Software Rankings:

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  • 6,800+ Authentic Reviews
  • 120+ 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.

G2 Grid® for Cloud Infrastructure Automation Software

G2 Grid® for Cloud Infrastructure Automation Software plotting products by satisfaction and market presence

Highlighted products: VMware Cloud Foundation (VCF), GitHub, Railway, IBM Terraform (formerly HashiCorp Terraform), AWS CloudFormation, Nerdio Manager, NetApp ONTAP Data Management Software, and GitLab.

Underlying data: [Grid® JSON](https://www.g2.com/categories/cloud-infrastructure-automation/grids.json?focus%5B%5D=vmware-cloud-foundation-vcf&focus%5B%5D=github&focus%5B%5D=railway&focus%5B%5D=ibm-terraform-formerly-hashicorp-terraform&focus%5B%5D=aws-aws-cloudformation&focus%5B%5D=nerdio-manager&focus%5B%5D=netapp-ontap-data-management-software&focus%5B%5D=gitlab)

VMware Cloud Foundation (VCF)

VMware Cloud Foundation VMware Cloud Foundation (VCF) is the industry’s first private cloud platform to deliver public cloud scale and agility with on-premises security, resilience and performance, while lowering total cost of ownership. VCF accelerates customers’ digital innovation with faster infrastructure modernization, a unified cloud experience, along with stronger cyber resilience and platform security. VMware Cloud Foundation delivers a consistent private cloud experience across ANY Environment - whether it’s a customer managed data center, edge location or any cloud endpoint. VCF supports both traditional as well as modern workloads such as containers, AI/ML workloads and brings modern applications faster to the market with self-service IaaS consumption experience for the application teams. VMware Cloud Foundation integrates leading products including vSphere (compute), vSAN (storage), NSX (networking), VCF Operations and VCF Automation into a single solution, while providing access to high-value advanced services for Application and Network Security, App Platforms, Ransomware Recovery and Private AI. Core VMware Cloud Foundation Components • VMware Cloud Foundation Infrastructure Stack: Incorporates VMware’s industry-leading solutions – virtualization and compute through vSphere for compute, storage through vSAN, and networking by NSX. • VCF Operations Fleet Management: Automate the installation, operations, and lifecycle management of the VCF stack, streamlining deployment, configuration, and updating processes. • VCF Automation Orchestration: Deliver comprehensive operations, automation, and analysis, across the full stack infrastructure platform. • VMware vSphere Kubernetes Service: Built-in Kubernetes runtime that enables enterprises to run modern applications and traditional workloads on a single platform. How VMware Cloud Foundation Works • Workload Compute Platform: At its core, VMware Cloud Foundation leverages vSphere to create and manage virtual machines and containers, providing a flexible, secure, and scalable compute platform. • Storage Optimization: By integrating vSAN into the platform, VMware Cloud Foundation offers integrated, secure, scalable storage solutions that enhance resource efficiency and reduce operational complexity. • Network Integration: Leverages NSX to provide a secure, software-defined networking layer capable of handling the dynamic needs of modern cloud- based applications using virtual private clouds (VPCs) to isolate apps and users. • Automated Provisioning and Management: VMware Cloud Foundation Automation orchestrates key operational tasks in a cloud operating model, reducing the time and complexity associated with deploying, managing, and maintaining private cloud environments. How VMware Cloud Foundation helps you solve your toughest challenges • Infrastructure Modernization: VMware Cloud Foundation plays a crucial role in transforming traditional IT infrastructures into a more agile and scalable private cloud environment. This transformation is key to enabling organizations to deploy core Private Cloud use cases that deliver strategic outcomes that lower Total Cost of Ownership (TCO), improved efficiency and accelerated innovation. • Application Modernization: Update and transform legacy software to meet modern business, technology and infrastructure needs. Replace outdated, monolithic applications with modern technologies like containers, microservices, APIs, AI/ML and DevOps Automation - improving scalability, performance, security and user experience. • Security Modernization: VMware Cloud Foundation provides a consistent, secure platform with the ability to extend the security architecture even further with intrusion detection and recovery, addressing key challenges such as ransomware threats, disaster scenarios, and the need for advanced security architectures.

Average Rating: 4.3/5.0

Total Reviews: 695

How Do G2 Users Rate VMware Cloud Foundation (VCF)?

  • Ease of Admin: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.1/10)
  • Ease of Use: 8.3/10 (Category avg: 8.9/10)

Who Is the Company Behind VMware Cloud Foundation (VCF)?

  • Seller: Broadcom
  • Company Website:
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

Who Uses This Product?

  • Who Uses This: System Administrator, System Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Medium, 36% Large

What Do G2 Reviewers Say About VMware Cloud Foundation (VCF)?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use in VMware Cloud Foundation, simplifying management and improving operational efficiency.
  • Users appreciate the streamlined networking management offered by VMware Cloud Foundation, enhancing efficiency and reducing complexity.
  • Users value the centralized management and automation of VMware Cloud Foundation, streamlining complex infrastructure management effectively.
  • Users value the strong security integration of VMware Cloud Foundation, enhancing their overall infrastructure management efficiency.
  • Users value the easy integrations of VCF, enabling streamlined management and consistent performance across infra stacks.
Cons
  • Users express concern over the high costs and rising licensing fees, making VMware Cloud Foundation less accessible for smaller organizations.
  • Users find the difficult setup of VMware Cloud Foundation to be time-consuming and complex, hindering efficient adoption.
  • Users often find the complexity of VMware Cloud Foundation's setup and management daunting and time-consuming.
  • Users face a steep learning curve with VMware Cloud Foundation, making deployment and management challenging, especially for beginners.
  • Users face challenges with resource-heavy demands and inflexibility, making VMware Cloud Foundation less suitable for small businesses.

What Are Recent G2 Reviews of VMware Cloud Foundation (VCF)?

What Are G2 Users Discussing About VMware Cloud Foundation (VCF)?

GitHub

GitHub is where the world builds software. Millions of individuals, organizations and businesses around the world use GitHub to discover, share, and contribute software. Developers at startups to Fortune 50 companies use GitHub, every step of the way.

Average Rating: 4.7/5.0

Total Reviews: 2,367

How Do G2 Users Rate GitHub?

  • Ease of Admin: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 8.7/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Ease of Use: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind GitHub?

  • Seller: GitHub
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    6,653 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Small, 31% Medium

What Do G2 Reviewers Say About GitHub?

AI-generated summary from verified user reviews

Pros
  • Users love the user-friendly interface of GitHub, enjoying seamless collaboration and efficient project management.
  • Users value the ease of use of GitHub, praising its intuitive interface and seamless collaboration features.
  • Users value the efficient team collaboration GitHub offers, streamlining workflows and enhancing project management.
  • Users value the smooth collaboration on GitHub, appreciating its all-in-one platform for managing projects and code.
  • Users appreciate how GitHub offers integrated version control, enhancing collaboration and workflow efficiency in development projects.
Cons
  • Users find the complexity of GitHub's features challenging, especially for new team members adapting to advanced workflows.
  • Users find the steep learning curve challenging, especially for advanced features and managing complex repositories.
  • Users find the difficulty for beginners in mastering advanced features and git commands to be quite challenging.
  • Users find the learning difficulty challenging, especially with advanced features and complex workflows for newcomers.
  • Users find the steep learning curve for advanced features challenging, especially for beginners navigating Git commands and workflows.

What Are Recent G2 Reviews of GitHub?

What Are G2 Users Discussing About GitHub?

Railway

Railway simplifies your infrastructure stack from servers to observability with a single, scalable, easy-to-use platform. Build and Deploy: Craft a complete full-stack application with a powerful visual canvas. Network and Connect: Interconnect your application seamlessly with highly performant networking. Scale and Grow: Scale your applications with intuitive vertical and horizontal scaling. Monitor and Observe: Fix code faster with fully configurable observability. Manage Development Environments: Accelerate your development lifecycle with isolated environments, staged changes, and pull request deploys.

Average Rating: 4.4/5.0

Total Reviews: 95

How Do G2 Users Rate Railway?

  • Ease of Admin: 9.0/10 (Category avg: 8.7/10)
  • Quality of Support: 8.4/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Ease of Use: 9.4/10 (Category avg: 8.9/10)

Who Is the Company Behind Railway?

  • Seller: Railway
  • Year Founded: 2020
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    11,388 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: CTO
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 83% Small, 13% Medium

What Do G2 Reviewers Say About Railway?

AI-generated summary from verified user reviews

Pros
  • Users like the clean, intuitive interface, which makes the platform easy to navigate and use day to day.
  • Users find project and service setup quick and straightforward, with little configuration needed to get started.
  • Users like how straightforward deployment is, with little setup or effort.
  • Users appreciate automated infrastructure and server management, which reduces setup and DevOps work so they can focus on their applications.
  • Users value fast deployments that take projects from code to live, accessible services quickly.
Cons
  • Users find usage-based pricing confusing and want clearer cost breakdowns and estimates as projects grow.
  • Users miss fine-grained control over infrastructure and server configurations, including resource allocation and access to deeper settings.
  • Users find costs rise as projects, applications, and workloads scale, especially with heavier resource use.
  • Users find costs unpredictable as usage and traffic grow, with bills rising more than expected.
  • Users find deployment setup less straightforward for complex apps, with templates sometimes requiring customization and improvements.

What Are Recent G2 Reviews of Railway?

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IBM Terraform (formerly HashiCorp Terraform)

IBM Terraform (formerly HashiCorp Terraform) is an infrastructure as code tool that lets you define both cloud and on-prem resources in human-readable configuration files that you can version, reuse, and share. You can then use a consistent workflow to provision and manage all of your infrastructure throughout its lifecycle. Terraform can manage low-level components like compute, storage, and networking resources, as well as high-level components like DNS entries and SaaS features. Terraform creates and manages resources on cloud platforms and other services through their application programming interfaces (APIs). Providers enable Terraform to work with virtually any platform or service with an accessible API.

Average Rating: 4.6/5.0

Total Reviews: 149

How Do G2 Users Rate IBM Terraform (formerly HashiCorp Terraform)?

  • Ease of Admin: 9.1/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.1/10 (Category avg: 9.1/10)
  • Ease of Use: 8.6/10 (Category avg: 8.9/10)

Who Is the Company Behind IBM Terraform (formerly HashiCorp Terraform)?

  • Seller: HashiCorp
  • Company Website:
  • Year Founded: 2012
  • HQ Location: San Francisco, CA
  • LinkedIn® Page: www.linkedin.com
    9,110 employees on LinkedIn®
  • Ownership: NASDAQ: HCP

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 38% Large, 31% Small

What Do G2 Reviewers Say About IBM Terraform (formerly HashiCorp Terraform)?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of IBM Terraform, streamlining deployment and management across multiple cloud providers effortlessly.
  • Users appreciate the efficiency of IBM Terraform, achieving effortless infrastructure management across multiple cloud providers.
  • Users value the automation capabilities of IBM Terraform, simplifying infrastructure management across multiple cloud environments.
  • Users value the automation efficiency of IBM Terraform, streamlining multi-cloud infrastructure management with ease and reliability.
  • Users value the effortless and consistent infrastructure automation across multiple cloud providers that Terraform provides.
Cons
  • Users find state file conflicts challenging during teamwork, necessitating careful handling and proper backend configuration.
  • Users face data management issues with Terraform, particularly around state file handling in collaborative settings.
  • Users find the steep learning curve challenging, especially with complex configurations and state management issues.
  • Users find the learning difficulty with Terraform significant, particularly when managing complex states and advanced features.
  • Users often face merge conflicts with state file management, complicating collaboration and requiring careful handling.

What Are Recent G2 Reviews of IBM Terraform (formerly HashiCorp Terraform)?

What Are G2 Users Discussing About IBM Terraform (formerly HashiCorp Terraform)?

AWS CloudFormation

AWS CloudFormation is a service that enables users to model, provision, and manage AWS and third-party resources in a secure and automated manner. By defining infrastructure as code through JSON or YAML templates, CloudFormation allows for consistent and repeatable deployment of resources, facilitating efficient management of complex infrastructures. Key Features and Functionality: - Infrastructure as Code: Define and provision AWS resources using JSON or YAML templates, enabling version control and repeatable deployments. - Resource Management: Manage a wide range of AWS services, including EC2 instances, S3 buckets, and Lambda functions, through a single template. - Automation and Consistency: Automate the provisioning and updating of infrastructure, ensuring consistency across multiple environments. - Scalability: Scale infrastructure globally and manage resources across multiple AWS accounts and regions through a single operation. - Extensibility: Extend infrastructure management to include third-party resources and custom applications using the AWS CloudFormation Registry. - Safety Controls: Utilize features like Rollback Triggers and Change Sets to monitor and manage stack operations, enhancing the reliability of deployments. Primary Value and Problem Solved: AWS CloudFormation simplifies the process of managing and provisioning cloud infrastructure by treating it as code. This approach reduces manual intervention, minimizes errors, and ensures consistent deployments across various environments. By automating resource management, CloudFormation accelerates the development and deployment cycles, allowing organizations to focus on building applications rather than managing infrastructure.

Average Rating: 4.4/5.0

Total Reviews: 189

How Do G2 Users Rate AWS CloudFormation?

  • Ease of Admin: 8.3/10 (Category avg: 8.7/10)
  • Quality of Support: 8.6/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.7/10 (Category avg: 9.1/10)
  • Ease of Use: 8.0/10 (Category avg: 8.9/10)

Who Is the Company Behind AWS CloudFormation?

Who Uses This Product?

  • Who Uses This: Software Engineer, DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 43% Large, 40% Medium

What Do G2 Reviewers Say About AWS CloudFormation?

AI-generated summary from verified user reviews

Pros
  • Users value the automation efficiency of AWS CloudFormation, significantly simplifying deployment and resource management processes.
  • Users value the easy deployment of Infrastructure as Code with AWS CloudFormation, enhancing efficiency and scalability.
  • Users find ease of use in AWS CloudFormation, appreciating its simple setup and efficient resource management capabilities.
  • Users find AWS CloudFormation to offer efficiency in infrastructure management, streamlining processes through easy implementation of code.
  • Users appreciate the automation capabilities of AWS CloudFormation, streamlining resource management and enhancing deployment consistency.
Cons
  • Users find template complexity in AWS CloudFormation challenging, as it complicates management and debugging.
  • Users find the steep learning curve daunting, especially when dealing with complex templates and debugging errors.
  • Users find the limited cloud support of AWS CloudFormation frustrating, hindering multi-cloud integration and resource availability.
  • Users face a steep learning curve with AWS CloudFormation, making it difficult for beginners to grasp key concepts.
  • Users face complex setup issues with AWS CloudFormation, making templates hard to manage and debugging challenging.

What Are Recent G2 Reviews of AWS CloudFormation?

What Are G2 Users Discussing About AWS CloudFormation?

Nerdio Manager

Nerdio Manager is an Azure-native management platform designed to help IT teams deploy, manage, and optimize Microsoft cloud desktops and endpoints at scale. This solution operates entirely within a customer’s Azure tenant, adhering to Microsoft best practices, and enhances the native capabilities of Azure Virtual Desktop (AVD), Windows 365 Cloud PCs, Microsoft 365, and Microsoft Intune. With built-in automation, cost optimization, security controls, and migration tooling, Nerdio Manager addresses the complexities of managing cloud environments. As organizations increasingly adopt hybrid and remote work models, the responsibility of IT teams has expanded to ensure secure and high-performance access to corporate resources across both cloud and physical environments. While Microsoft technologies like AVD, Windows 365, and Intune provide essential building blocks for modern endpoint strategies, managing these platforms through native tools can lead to operational challenges. Nerdio Manager fills this gap by offering a unified management layer that simplifies administration and centralizes control across these services, thereby reducing the manual effort and cost challenges often encountered at scale. Key features of Nerdio Manager include intelligent automation and autoscaling capabilities, which help decrease infrastructure and operational costs while ensuring users have timely access to necessary resources. The platform offers centralized policy management and role-based controls, allowing IT teams to enforce consistent security and compliance standards across diverse environments. Additionally, built-in monitoring and insights provide near real-time visibility into endpoint performance, usage, and capacity, empowering IT teams to make informed decisions. Moreover, Nerdio Manager includes migration tools that facilitate the transition from legacy Virtual Desktop Infrastructure (VDI) platforms and on-premises environments to Microsoft cloud desktops with minimal disruption. This capability is particularly beneficial for organizations looking to modernize their digital workspace without incurring significant downtime or operational hiccups. In essence, Nerdio Manager serves as the operational control plane for Microsoft cloud desktops and endpoint management. It enables organizations to modernize their digital workspace environments while effectively managing costs, simplifying daily operations, and retaining full ownership and control over their infrastructure. By transforming powerful but fragmented tools into a cohesive and manageable platform, Nerdio Manager maximizes the value of Microsoft Cloud investments, making it a vital asset for IT teams navigating the complexities of modern endpoint management.

Average Rating: 4.7/5.0

Total Reviews: 237

How Do G2 Users Rate Nerdio Manager?

  • Ease of Admin: 9.1/10 (Category avg: 8.7/10)
  • Quality of Support: 9.2/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)
  • Ease of Use: 9.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Nerdio Manager?

  • Seller: Nerdio
  • Company Website:
  • Year Founded: 2016
  • HQ Location: Chicago, IL
  • LinkedIn® Page: www.linkedin.com
    450 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: President
  • Top Industries: Information Technology and Services, Computer & Network Security
  • Company Size: 46% Small, 28% Medium

What Do G2 Reviewers Say About Nerdio Manager?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of Nerdio Manager, simplifying management and enhancing overall efficiency in deployment.
  • Users value the automation capabilities of Nerdio Manager, enhancing policy management and optimizing Azure Virtual Desktop deployment.
  • Users find that Nerdio Manager offers cost efficiency through automation and effective Azure Virtual Desktop management.
  • Users value the time-saving features of Nerdio Manager, enjoying streamlined management and enhanced control over cloud services.
  • Users appreciate the automation efficiency of Nerdio Manager, effectively optimizing resources and enhancing cloud management.
Cons
  • Users experience a challenging learning curve with Nerdio Manager, finding the UI overwhelming and onboarding insufficient.
  • Users express frustration over missing features like GCC 365 support and unclear initial setup, impacting usability.
  • Users find the complex setup of Nerdio Manager challenging, especially with self-hosted Azure instances and unclear guidance.
  • Users find the difficult setup of Nerdio Manager challenging, especially with its self-hosted Azure instance requirements.
  • Users find the cost of Nerdio Manager to be high, especially impacting smaller deployments and budgets.

What Are Recent G2 Reviews of Nerdio Manager?

What Are G2 Users Discussing About Nerdio Manager?

NetApp ONTAP Data Management Software

Simplify your data infrastructure—from the edge to the core to the cloud—with the industry's leading enterprise data management software.

Average Rating: 4.4/5.0

Total Reviews: 90

How Do G2 Users Rate NetApp ONTAP Data Management Software?

  • Ease of Admin: 8.7/10 (Category avg: 8.7/10)
  • Quality of Support: 8.7/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.6/10 (Category avg: 9.1/10)
  • Ease of Use: 8.6/10 (Category avg: 8.9/10)

Who Is the Company Behind NetApp ONTAP Data Management Software?

  • Seller: NetApp
  • Company Website:
  • Year Founded: 1992
  • HQ Location: Sunnyvale, California
  • LinkedIn® Page: www.linkedin.com
    12,706 employees on LinkedIn®
  • Ownership: NASDAQ

Who Uses This Product?

  • Top Industries: Information Technology and Services, Banking
  • Company Size: 44% Large, 38% Medium

What Do G2 Reviewers Say About NetApp ONTAP Data Management Software?

AI-generated summary from verified user reviews

Pros
  • Users value the strong data security features of NetApp ONTAP, ensuring robust protection and access control.
  • Users highlight the robust reliability of NetApp ONTAP, ensuring data protection and quick recovery in diverse environments.
  • Users value the comprehensive data management capabilities of NetApp ONTAP, making data control seamless across environments.
  • Users value the seamless integration with cloud and virtualization, enhancing data management and hybrid cloud capabilities.
  • Users value the autonomous ransomware protection of NetApp ONTAP, ensuring robust data security and peace of mind.
Cons
  • Users find the high cost of NetApp ONTAP challenging, particularly for smaller environments seeking budget-friendly solutions.
  • Users find the complexity of licensing and features overwhelming, especially in smaller environments, adding to management costs.
  • Users find the complexity of licensing and features in NetApp ONTAP to be overwhelming and often costly.
  • Users find the initial setup complex, leading to challenges, especially for those unfamiliar with encryption and configurations.
  • Users face integration issues that complicate setup and maintenance, affecting overall performance and support experience.

What Are Recent G2 Reviews of NetApp ONTAP Data Management Software?

What Are G2 Users Discussing About NetApp ONTAP Data Management Software?

GitLab

GitLab is the most comprehensive AI-Powered DevSecOps platform that enables software innovation by empowering development, security, and operations teams to build better software, faster. With GitLab, teams can create, deliver, and manage code quickly and continuously instead of managing disparate tools and scripts. GitLab helps your teams across the complete DevSecOps lifecycle, from developing, securing, and deploying software. What makes us truly different? - Flexibility: Consume as a service or manage your own deployment - Cloud-Agnostic: Deploy anywhere with no vendor lock-in - No rip and replace: Scale to a platform approach at your own pace

Average Rating: 4.5/5.0

Total Reviews: 888

How Do G2 Users Rate GitLab?

  • Ease of Admin: 8.7/10 (Category avg: 8.7/10)
  • Quality of Support: 8.5/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Ease of Use: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind GitLab?

  • Seller: GitLab Inc.
  • Year Founded: 2014
  • HQ Location: San Francisco, California
  • LinkedIn® Page: www.linkedin.com
    3,431 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 37% Medium, 37% Small

What Do G2 Reviewers Say About GitLab?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use in GitLab, appreciating its intuitive interface and straightforward setup for seamless collaboration.
  • Users appreciate the powerful all-in-one functionalities of GitLab that enhance collaboration and streamline development workflows.
  • Users value GitLab's integrated CI/CD feature, enhancing collaboration and streamlining code management seamlessly.
  • Users value the integrated CI/CD in GitLab, enhancing workflow efficiency and collaboration seamlessly.
  • Users value the seamless integration of GitLab with security tools, enhancing workflow efficiency and convenience.
Cons
  • Users find the complexity of the interface challenging, especially with large projects and advanced features being tiered.
  • Users find the difficult learning curve challenging, particularly when adapting to GitLab's complex features and structure.
  • Users often find the confusing interface of GitLab challenging, especially when navigating its extensive features and settings.
  • Users find the complex user interface challenging, especially with large projects, affecting performance and usability.
  • Users find the learning curve steep when adapting to GitLab's many features and unique group structures.

What Are Recent G2 Reviews of GitLab?

What Are G2 Users Discussing About GitLab?

Harness Platform

Simplify your developer experience with the world's first AI-augmented software delivery platform. Upgrade your software delivery with Harness' innovative CI/CD, Feature Flags, Infrastructure as Code Management, and Chaos Engineering tools. We are a software delivery platform that helps developers and infrastructure engineers build and ship code for cloud and on-premise projects. We automate the continuous integration and continuous delivery (CI/CD) process to help teams build faster, ship more frequently, and improve quality, efficiency, and governance. We help companies in four key areas: Number one, we accelerate innovation through DevOps modernization. We provide an approach for software delivery that automates processes, reduces manual interventions, consolidates tools, and accelerates time-to-market for new products, features, and fixes. Number two, we improve developer experience. We give you the ability to attract, retain, and onboard high-caliber engineering talent while fostering a culture of continuous innovation and improvement. Number three, we secure software delivery. We give you the ability to integrate security into every phase of the SDLC. And last but not least is, we optimize cloud costs. We give you the ability to eliminate waste and to ensure that appropriate cloud resources are allocated at the right place at the right time.

Average Rating: 4.6/5.0

Total Reviews: 330

How Do G2 Users Rate Harness Platform?

  • Ease of Admin: 8.7/10 (Category avg: 8.7/10)
  • Quality of Support: 9.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.2/10 (Category avg: 9.1/10)
  • Ease of Use: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Harness Platform?

  • Seller: Harness
  • Company Website:
  • Year Founded: 2018
  • HQ Location: San Francisco
  • LinkedIn® Page: www.linkedin.com
    1,832 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Software Engineer, Senior Software Engineer
  • Top Industries: Computer Software, Financial Services
  • Company Size: 41% Large, 40% Medium

What Do G2 Reviewers Say About Harness Platform?

AI-generated summary from verified user reviews

Pros
  • Users find Harness Platform to be easy to use, significantly streamlining deployment management and integrations.
  • Users value the comprehensive features of Harness Platform, facilitating efficient workflows across various DevOps processes.
  • Users value the ease of deploying and testing features with Harness Platform, enhancing workflow and control over experiments.
  • Users appreciate the easy setup of Harness Platform, enabling quick integrations and streamlined workflows for efficient deployment.
  • Users value the easy integrations of the Harness Platform, enhancing their efficiency and adaptability in CI/CD workflows.
Cons
  • Users notice that some essential features are missing from Harness Platform, affecting overall functionality and support.
  • Users find the features immature and desire greater control over data granularity in the Harness Platform.
  • Users find that some features are underdeveloped and essential options are missing, affecting overall satisfaction with Harness Platform.
  • Users find the steep learning curve challenging, especially when adjusting to the platform's numerous features and settings.
  • Users express frustration with the poor UI of Harness Platform, citing clutter and slow navigation as major issues.

What Are Recent G2 Reviews of Harness Platform?

What Are G2 Users Discussing About Harness Platform?

Progress Chef

The Progress Chef portfolio consists of multiple, integrated products. It offers a set of capabilities that provide organizations the flexibility to support different use cases. All these capabilities are based on a trusted set of tools rooted in open source, starting with the ability to configure, deploy and manage all aspects of a technology stack as well as the ability to secure and support compliance across the asset fleet. The Chef portfolio includes configuration/infrastructure management, application delivery (including edge support and device management as well as support for security and compliance), all of which are supported by a single pane of glass for fleet wide visibility and control.

Average Rating: 4.3/5.0

Total Reviews: 133

How Do G2 Users Rate Progress Chef?

  • Ease of Admin: 8.1/10 (Category avg: 8.7/10)
  • Quality of Support: 8.1/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Ease of Use: 7.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Progress Chef?

  • Seller: Progress Software
  • Company Website:
  • Year Founded: 1981
  • HQ Location: Burlington, MA.
  • LinkedIn® Page: www.linkedin.com
    4,242 employees on LinkedIn®
  • Ownership: NASDAQ:PRGS

Who Uses This Product?

  • Who Uses This: DevOps Engineer
  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 39% Large, 39% Medium

What Are Recent G2 Reviews of Progress Chef?

What Are G2 Users Discussing About Progress Chef?

Spot

The Spot by NetApp portfolio enables cloud operations teams to deliver scalability, performance and security for cloud infrastructure and applications — at the lowest possible cost — through continuous automation and optimization combined with deep visibility and governance. From cloud-native startups to global enterprises and managed services providers, thousands of customers rely on Spot solutions to unlock the full value of the cloud.

Average Rating: 4.8/5.0

Total Reviews: 16

How Do G2 Users Rate Spot?

  • Ease of Admin: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 9.2/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Ease of Use: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Spot?

  • Seller: Flexera
  • Year Founded: 2008
  • HQ Location: Itasca, IL
  • LinkedIn® Page: www.linkedin.com
    2,099 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 38% Medium, 38% Small

What Are Recent G2 Reviews of Spot?

Red Hat Ansible Automation Platform

Red Hat® Ansible® Automation Platform is Red Hat's primary enterprise automation product offering., it includes all of the tooling needed for building, deploying, and managing end-to-end automation at scale. Ansible Automation Platform makes it possible for users across an organization to share, vet, and manage automation content by means of a simple, powerful, and agentless technical implementation. IT managers can provide guidelines on how automation is applied to individual teams. Meanwhile, automation creators retain the freedom to write tasks that use existing knowledge, without the operational overhead of conforming to complex tools and frameworks. It is a more secure and stable foundation for deploying end-to-end automation solutions, from hybrid cloud to the edge. Ansible Automation Platform uses an open source development model of the Ansible project to create an experience tailored to enterprise automation. This open development model connects the engineers behind Ansible Automation Platform to more than a dozen open source Ansible projects in the community. As members work together to identify and elevate the best ideas, Red Hat supports them by contributing to the code and creating products from upstream projects. View more at https://www.ansible.com/compare Ansible Automation Platform simplifies packaging and distribution while providing tested and trusted interoperability between all the components. Combined with an 18-month support life cycle, Ansible Automation Platform takes the complexity, uncertainty, and guesswork out of using upstream open source tools. With a Red Hat subscription, you get certified and validated automation content from our robust partner ecosystem; added security, reporting, and analytics; and life cycle technical support from Red Hat and Red Hat’s technology partners to scale automation across your organization. And you’ll get expert knowledge gained from our success with thousands of customers.

Average Rating: 4.6/5.0

Total Reviews: 370

How Do G2 Users Rate Red Hat Ansible Automation Platform?

  • Ease of Admin: 8.8/10 (Category avg: 8.7/10)
  • Quality of Support: 8.3/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 8.8/10 (Category avg: 9.1/10)
  • Ease of Use: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind Red Hat Ansible Automation Platform?

  • Seller: Red Hat
  • Year Founded: 1993
  • HQ Location: Raleigh, NC
  • LinkedIn® Page: www.linkedin.com
    19,487 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: DevOps Engineer, Software Engineer
  • Top Industries: Information Technology and Services, Financial Services
  • Company Size: 48% Large, 35% Medium

What Do G2 Reviewers Say About Red Hat Ansible Automation Platform?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use and flexibility of Ansible Automation Platform, enhancing automation across diverse environments and improving efficiency.
  • Users value the automation efficiency of Red Hat Ansible Automation Platform, streamlining operations without human intervention.
  • Users value the ease of use of Red Hat Ansible Automation Platform, streamlining automation while ensuring consistency and stability.
  • Users value the easy integrations of Red Hat Ansible Automation Platform, enhancing automation efficiency across diverse environments.
  • Users value the consistent task automation across environments that Ansible Automation Platform provides, enhancing operational stability.
Cons
  • Users note a steep learning curve for new team members adapting to Ansible's structure and practices.
  • Users experience a learning difficulty due to the time required to master playbooks and roles in Ansible.
  • Users find the complexity of the environment and licensing overwhelming, complicating management and scaling efforts.
  • Users find the complex setup of Red Hat Ansible Automation Platform daunting, impacting new team members' contributions.
  • Users report automation issues due to configuration delays and the need for improvements in agent management and upgrades.

What Are Recent G2 Reviews of Red Hat Ansible Automation Platform?

What Are G2 Users Discussing About Red Hat Ansible Automation Platform?

ControlMonkey

ControlMonkey is a Cloud Disaster Recovery and Configuration Resilience platform that helps organizations make cloud and SaaS configurations recoverable at enterprise scale. The platform enables DevOps, Platform Engineering, Cloud Infrastructure, and SRE teams to continuously discover assets, create automated recovery points, track configuration changes, and restore known-good states after incidents. Unlike traditional backup solutions that focus on data and workloads, ControlMonkey protects the configurations required to operate modern cloud environments. Continuous backups enable organizations to recover from outages, misconfigurations, ransomware, malicious changes, failed deployments, and AI agent mistakes. ControlMonkey’s suite of solutions includes: 🔸 Cloud Disaster Recovery 🔸 Infrastructure Configuration Backup & Recovery 🔸 SaaS Configuration Backup & Recovery 🔸 Disaster Recovery Readiness 🔸 Cloud Asset Discovery 🔸 Configuration Change Tracking 🔸 Recovery Point Management 🔸 Governance & Compliance 🔸 Drift Detection With ControlMonkey, teams eliminate configuration blind spots, accelerate recovery, and confidently restore environments across AWS, Azure, Google Cloud, Cloudflare, Okta, Microsoft Entra ID, GitHub, Datadog, Cisco Meraki, and other critical cloud platforms.

Average Rating: 5.0/5.0

Total Reviews: 11

How Do G2 Users Rate ControlMonkey?

  • Ease of Admin: 10.0/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Ease of Use: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind ControlMonkey?

  • Seller: ControlMonkey
  • Company Website:
  • Year Founded: 2022
  • HQ Location: Tel Aviv, IL
  • LinkedIn® Page: www.linkedin.com
    33 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software
  • Company Size: 67% Medium, 33% Large

What Are Recent G2 Reviews of ControlMonkey?

Spacelift

The Spacelift orchestration platform combines infrastructure provisioning, configuration, and governance to increase platform team efficiency, accelerate developer velocity, and control costs. It connects to and orchestrates infrastructure as code (IaC), version control systems (VCSs), observability tools, control and governance solutions, and cloud providers to help deliver secure infrastructure faster. With Spacelift Intelligence, teams can also understand, design, deploy, and govern infrastructure using natural language, giving developers a fast, governed path to infrastructure without adding to the platform team's backlog. Infrastructure provisioning: Stacks ensure faster, more secure provisioning by automatically combining source code, current infrastructure state, and configuration. The platform works with any major IaC tool or cloud platform and the VCS provider where your teams store infrastructure code. Configuration automation: Expand your capabilities beyond Terraform and OpenTofu with a workflow that also manages Ansible playbooks. Governance to balance speed and control: Reinforce security and compliance with controls over developer/DevOps activity. Provide Golden Paths and define custom policies for third-party security vulnerability scanning tools, while accelerating policy creation with best-practice templates. Detect drift automatically, and restore resources to their expected state with drift remediation. Integrated workflow: Easily create workflows that combine IaC for provisioning, Ansible for configuration management, Kubernetes for container orchestration, and policies for governance. Blueprint templates allow you to open your infrastructure pipelines to developers without losing control. Infra Assistant: Your AI infrastructure assistant that can understand, design, deploy, and govern infrastructure in plain language. Ask questions about your infrastructure state that dashboards and reports can't answer. Get expert design guidance before you deploy, create and apply policies with AI assistance and diagnose failures faster with AI-generated context across your stacks, dependencies, and history. Intent: A no-code, AI-based deployment model for maximum speed. Developers request infrastructure through their LLM via Spacelift MCP. Intent translates those requests into governed infrastructure actions with the same policies, credentials, and visibility as IaC, without requiring Terraform expertise.

Average Rating: 4.8/5.0

Total Reviews: 22

How Do G2 Users Rate Spacelift?

  • Ease of Admin: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 9.5/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Ease of Use: 8.8/10 (Category avg: 8.9/10)

Who Is the Company Behind Spacelift?

  • Seller: Spacelift
  • Year Founded: 2020
  • HQ Location: Redwood City, California, United States
  • LinkedIn® Page: www.linkedin.com
    163 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 65% Medium, 17% Small

What Do G2 Reviewers Say About Spacelift?

AI-generated summary from verified user reviews

Pros
  • Users find Spacelift’s ease of learning impressive, facilitating smooth setup and management of infrastructure effortlessly.
  • Users appreciate the ease of use of Spacelift, making infrastructure management straightforward and efficient for teams.
  • Users find the initial setup of Spacelift extremely easy, enabling efficient management of infrastructure workflows with minimal hassle.
  • Users value the robust integrations and easy management of stacks that enhance their infrastructure configuration processes with Spacelift.
  • Users value the efficiency in managing infrastructure with Spacelift, enhancing teamwork and simplifying complex processes.
Cons
  • Users find the complex interface challenging, as it limits holistic views and has several usability issues.
  • Users find the configuration process quite challenging in Spacelift, often leading to unnecessary overhead and complexity.
  • Users find the complex setup process of Spacelift challenging, complicating configuration and causing overhead issues.
  • Users find the confusing interface limits their ability to view and manage multiple entities effectively.
  • Users experience customization difficulty in Spacelift, finding the configuration process to be challenging and cumbersome.

What Are Recent G2 Reviews of Spacelift?

What Are G2 Users Discussing About Spacelift?

Zipher

When AI creates data workloads at scale, static compute infra can't keep up. Zipher's intelligent compute layer takes workloads from static to dynamic, unlocking growth for enterprise data teams.

Average Rating: 4.8/5.0

Total Reviews: 16

How Do G2 Users Rate Zipher?

  • Ease of Admin: 8.6/10 (Category avg: 8.7/10)
  • Quality of Support: 10.0/10 (Category avg: 9.0/10)
  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)
  • Ease of Use: 9.3/10 (Category avg: 8.9/10)

Who Is the Company Behind Zipher?

  • Seller: Zipher
  • Company Website:
  • HQ Location: N/A
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 69% Medium, 19% Large

What Do G2 Reviewers Say About Zipher?

AI-generated summary from verified user reviews

Pros
  • Users find Zipher offers significant cost efficiency, achieving over 50% savings with easy setup and no performance loss.
  • Users praise the easy and quick setup of Zipher, allowing for rapid cost savings without performance impact.
  • Users commend Zipher for its ease of use, appreciating the straightforward setup and minimal ongoing maintenance required.
  • Users commend Zipher for its efficiency in cost reduction, achieving measurable savings and improved workload stability.
  • Users commend the reliability of Zipher for achieving cost efficiency and enhancing workload stability effortlessly.
Cons
  • Users find Zipher's limited cost reduction features and lack of built-in dashboards frustrating for broader applications.
  • Users find the poor dashboard design and lack of clarity impacts the overall user experience negatively.
  • Users find the pricing model complex, which can lead to confusion in understanding the overall costs.
  • Users struggle with integration issues in Zipher, leading to a less intuitive onboarding and daily use experience.
  • Users feel the analytics capabilities are weak, lacking robust reporting and customization options for insights.

What Are Recent G2 Reviews of Zipher?

Adam Crivello
AC
Researched and written by Adam Crivello
Updated October 3, 2024