Best Continuous Delivery Tools with Databases Capabilities

How Many Continuous Delivery Tools Products Does G2 Track?

Total Products under this Category: 167

Category Stats (Sep 2026)

  • Average Rating: 4.44/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: BMC AMI Data (+0.97%) - Among all products in this category, BMC AMI Data recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Continuous Delivery Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 12,500+ Authentic Reviews
  • 167+ 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 Continuous Delivery Tools

G2 Grid® for Continuous Delivery Tools plotting products by satisfaction and market presence

Highlighted products: GitHub, GitLab, LaunchDarkly, Vercel, Gearset DevOps, Azure Pipelines, Redgate Flyway, and JFrog.

Underlying data: [Grid® JSON](https://www.g2.com/categories/continuous-delivery-tools/grids.json?focus%5B%5D=github&focus%5B%5D=gitlab&focus%5B%5D=launchdarkly&focus%5B%5D=vercel&focus%5B%5D=gearset-devops&focus%5B%5D=azure-pipelines&focus%5B%5D=redgate-flyway&focus%5B%5D=jfrog-2024-03-28)

Liquibase

Liquibase empowers organizations to deliver mission-critical applications, data products, and AI initiatives by automating and governing database change. Liquibase Secure is the enterprise platform for managing database change with velocity, security, and control. It brings database delivery into modern development workflows by automating deployments, enforcing policies before changes reach production, detecting unauthorized drift, supporting recovery, and maintaining detailed audit evidence across 65+ database platforms. Developers and platform teams gain a standardized, self-service path for delivering database changes without waiting on tickets, manual reviews, or one-off scripts. Security and compliance teams gain consistent guardrails, separation of duties, traceability, and evidence across database environments. The result is faster delivery without sacrificing reliability, security, or compliance. Liquibase is also the company behind Liquibase Community, a project with deep open-source roots that has been downloaded more than 100 million times and is trusted by thousands of teams worldwide. Liquibase Secure builds on that foundation to provide the automation, governance, and enterprise support required for mission-critical database change at scale.

Average Rating: 4.5/5.0

Total Reviews: 28

How Do G2 Users Rate Liquibase?

  • Deployment-Ready Staging: 8.7/10 (Category avg: 9.0/10)
  • Processes and Workflow: 8.7/10 (Category avg: 8.8/10)
  • Integration: 8.7/10 (Category avg: 8.8/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)

Who Is the Company Behind Liquibase?

  • Seller: Liquibase
  • Year Founded: 2012
  • HQ Location: Austin, US
  • Twitter: @liquibase
    1,923 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    75 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Medium, 30% Large

What Do G2 Reviewers Say About Liquibase?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the automation of database changes and rollbacks in Liquibase, simplifying version control and management.
  • Users appreciate the automation efficiency of Liquibase, which simplifies database management and rollback processes.
  • Users value the automatic rollback capability of Liquibase, simplifying database change management significantly.
  • Users value the task automation in Liquibase, simplifying database management and rollback processes effectively.
Cons
  • Users find the complex features of Liquibase tedious, especially when managing script dependencies.
  • Users find the complexity of writing changesets and managing dependencies to be tedious and challenging.
  • Users find the inefficiency in writing changesets tedious and face challenges with complex script dependencies.
  • Users find the time-consuming nature of writing changesets tedious and complicated due to inter-script dependencies.

What Are Recent G2 Reviews of Liquibase?

What Are G2 Users Discussing About Liquibase?

Progress OpenEdge

OpenEdge 12 provides the performance, availability, agility and security you need to facilitate your application evolution effort. Read about the exceptional enhancements and new features in OpenEdge 12 that will help you easily pivot to meet market demands, scale the application as your business requires, and dramatically improve performance, allowing the organization to accelerate time to market, increase efficiencies, save expenses, increase availability and continue to compete effectively.

Average Rating: 4.0/5.0

Total Reviews: 37

How Do G2 Users Rate Progress OpenEdge?

  • Deployment-Ready Staging: 7.9/10 (Category avg: 9.0/10)
  • Processes and Workflow: 7.7/10 (Category avg: 8.8/10)
  • Integration: 7.2/10 (Category avg: 8.8/10)
  • Ease of Use: 8.5/10 (Category avg: 8.7/10)

Who Is the Company Behind Progress OpenEdge?

  • Seller: Progress Software
  • Company Website:
  • Year Founded: 1981
  • HQ Location: Burlington, MA.
  • Twitter: @ProgressSW
    48,773 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4,205 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Senior Software Engineer
  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 47% Large, 37% Medium

What Are Recent G2 Reviews of Progress OpenEdge?

What Are G2 Users Discussing About Progress OpenEdge?

Humanitec

Humanitec is the Platform Orchestrator at the core of your Internal Developer Platform. It lets platform teams remove bottlenecks by letting them build golden paths for developers. Development teams describe the app architecture and its infrastructure in a declarative model. Humanitec uses this model to configure and deploy the workloads and orchestrate the required infrastructure. This dynamic approach to configuration management lets platform teams define reusable templates, driving standardization by design across the organization. Developers self-serve the tech they need to deploy and operate their apps, driving productivity and velocity.

Who Is the Company Behind Humanitec?