Best Continuous Integration Tools with Databases Capabilities

How Many Continuous Integration Tools Products Does G2 Track?

Total Products under this Category: 144

Category Stats (Oct 2026)

  • Average Rating: 4.4/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Spinnaker (+1.3%) - Among all products in this category, Spinnaker recorded the largest rating increase compared to last month

Last updated: October 22, 2026

How Does G2 Rank Continuous Integration Tools Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 11,300+ Authentic Reviews
  • 144+ 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 Integration Tools

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

Highlighted products: GitHub, GitLab, Gearset DevOps, JFrog, Pantheon, BMC AMI DevX, Azure DevOps Server, and Copado DevOps.

Underlying data: [Grid® JSON](https://www.g2.com/categories/continuous-integration/grids.json?focus%5B%5D=github&focus%5B%5D=gitlab&focus%5B%5D=gearset-devops&focus%5B%5D=jfrog-2024-03-28&focus%5B%5D=pantheon&focus%5B%5D=bmc-ami-devx&focus%5B%5D=azure-devops-server&focus%5B%5D=copado-devops)

ACCELQ

ACCELQ is an agentic AI codeless testing platform for web, mobile, API, desktop, and packaged applications, including SAP, Salesforce, Oracle, Workday, MS Dynamics, nCino, Coupa, and ServiceNow. Autopilot, its coordinated system of AI agents, discovers the application, generates the tests, executes them, analyzes failures, heals the suite, and reruns it, all without a person directing each step. That is a categorical difference from AI-assisted tools, which still need someone to design the test flow and apply the fix by hand. Automation logic itself is plain English. If you can describe the test in a sentence, you can build it. No engineer required. Self-healing locators and Anchor Elements keep tests running when the application changes underneath them, so maintenance effort decreases as the platform learns the application over time. ACCELQ is a Leader in the Forrester Wave Q4 2025 for Autonomous Testing Platforms, with the highest Current Offering score and the only Customer Favorite recognition in that evaluation. It holds a 4.8 out of 5 rating on G2 and won the AI Breakthrough Award in 2025. Teams report 7.5x faster automation development, 72% lower test maintenance effort, and 53% cost reduction versus scripted tools.

Average Rating: 4.8/5.0

Total Reviews: 114

How Do G2 Users Rate ACCELQ?

  • Third-Party Integrations: 9.6/10 (Category avg: 8.7/10)
  • Ease of Use: 9.5/10 (Category avg: 8.7/10)
  • Test Customization: 9.6/10 (Category avg: 8.6/10)
  • Automation: 9.5/10 (Category avg: 8.9/10)

Who Is the Company Behind ACCELQ?

  • Seller: ACCELQ
  • Company Website:
  • Year Founded: 2014
  • HQ Location: Dallas, US
  • Twitter: @accelq
    1,677 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    233 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Information Technology and Services, Computer Software
  • Company Size: 40% Medium, 35% Large

What Do G2 Reviewers Say About ACCELQ?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of use of ACCELQ, enabling rapid implementation and efficient automation without deep technical knowledge.
  • Users praise the ease of automation with ACCELQ, enabling rapid development of comprehensive testing suites.
  • Users value the codeless automation of ACCELQ, enabling easy collaboration and effective testing for all team members.
  • Users appreciate the time-saving features of ACCELQ, enabling efficient backend testing and quicker bug detection.
  • Users appreciate the automation ease of ACCELQ, streamlining testing processes and enhancing efficiency from day one.
Cons
  • Users find the learning curve steep for desktop automation compared to web and mobile testing, impacting user experience.
  • Users find integration issues with ACCELQ, noting limited options and complexities in learning the platform effectively.
  • Users mention poor reporting, noting the dashboard becomes congested when handling many test cases and scenarios.
  • Users face a difficult learning curve in ACCELQ, particularly when trying to grasp advanced features and setup.
  • Users feel the missing features in ACCELQ hinder productivity and limit effective test management and reporting.

What Are Recent G2 Reviews of ACCELQ?

What Are G2 Users Discussing About ACCELQ?

SQL Toolbelt Essentials

Redgate creates ingeniously simple software to help data professionals get the most value out of any database, anywhere, through the provision of end-to-end Database DevOps. More than 200,000 people globally, including 92% of the Fortune 100, trust Redgate to deliver ingeniously simple software. SQL Toolbelt Essentials helps you and your teams reduce manual, time-consuming work and increase productivity for SQL development and deployments. This set of industry-standard tools including SQL Prompt, SQL Compare, SQL Data Compare and SQL Source Control, are built by industry leaders to standardize SQL development across organizations. The 10 tools that make up SQL Toolbelt Essentials work together as part of an end-to-end process to simplify your workflow. By supporting database development best practices it paves the way to automation. With SQL Toolbelt Essentials you'll save time, increase code quality, and gain greater confidence in more frequent releases by: Writing SQL over 50% faster Slashing time spent on code reviews Sharing formatting styles and snippets Boosting collaboration by sharing changes Standardizing code across your organization Improving the quality of new code

Average Rating: 4.7/5.0

Total Reviews: 25

How Do G2 Users Rate SQL Toolbelt Essentials?

  • Third-Party Integrations: 7.5/10 (Category avg: 8.7/10)
  • Ease of Use: 8.9/10 (Category avg: 8.7/10)
  • Test Customization: 6.7/10 (Category avg: 8.6/10)
  • Automation: 7.1/10 (Category avg: 8.9/10)

Who Is the Company Behind SQL Toolbelt Essentials?

  • Seller: Redgate Software
  • Year Founded: 1999
  • HQ Location: Cambridge, United Kingdom
  • Twitter: @redgate
    16,100 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    555 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Software, Information Technology and Services
  • Company Size: 46% Medium, 38% Small

What Do G2 Reviewers Say About SQL Toolbelt Essentials?

AI-generated summary from verified user reviews

Pros
  • Users find the ease of use of SQL Toolbelt Essentials significantly enhances their T-SQL development efficiency.
  • Users value the time-saving capabilities of SQL Toolbelt Essentials, significantly enhancing their T-SQL development efficiency.
  • Users value the time-saving tools in SQL Toolbelt Essentials that enhance productivity and streamline SQL tasks effectively.
  • Users find the ease of implementation of SQL Toolbelt Essentials enhances productivity and integrates seamlessly with SSMS.
  • Users find the easy integrations of SQL Toolbelt Essentials enhance workflow efficiency within SSMS.
Cons
  • Users find the costly licensing of SQL Toolbelt Essentials challenging when seeking organizational approval for expenses.

What Are Recent G2 Reviews of SQL Toolbelt Essentials?

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?

  • Third-Party Integrations: 8.8/10 (Category avg: 8.7/10)
  • Ease of Use: 8.3/10 (Category avg: 8.7/10)
  • Test Customization: 8.5/10 (Category avg: 8.6/10)
  • Automation: 8.8/10 (Category avg: 8.9/10)

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?

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Toad DevOps Toolkit

Toad® DevOps Toolkit makes it easy to integrate Oracle database change management into your DevOps workflow — without compromising quality, performance or reliability.

Average Rating: 4.0/5.0

Total Reviews: 10

How Do G2 Users Rate Toad DevOps Toolkit?

  • Third-Party Integrations: 7.6/10 (Category avg: 8.7/10)
  • Ease of Use: 8.2/10 (Category avg: 8.7/10)
  • Test Customization: 8.3/10 (Category avg: 8.6/10)
  • Automation: 7.9/10 (Category avg: 8.9/10)

Who Is the Company Behind Toad DevOps Toolkit?

  • Seller: Quest Software
  • Year Founded: 1987
  • HQ Location: Austin, TX
  • Twitter: @Quest
    17,109 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    3,507 employees on LinkedIn®
  • Ownership: NYSE: DGX

Who Uses This Product?

  • Company Size: 50% Small, 30% Large

What Are Recent G2 Reviews of Toad DevOps Toolkit?

What Are G2 Users Discussing About Toad DevOps Toolkit?

Broadcom Service Virtualization

Service Virtualization simulates unavailable systems across the software development lifecycle (SDLC), allowing developers, testers, integration, and performance teams to work in parallel for faster delivery and higher application quality and reliability.

Average Rating: 4.3/5.0

Total Reviews: 3

How Do G2 Users Rate Broadcom Service Virtualization?

  • Third-Party Integrations: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 9.2/10 (Category avg: 8.7/10)
  • Test Customization: 10.0/10 (Category avg: 8.6/10)
  • Automation: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Broadcom Service Virtualization?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • Twitter: @broadcom
    63,909 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

Who Uses This Product?

  • Company Size: 67% Large, 33% Small

What Are Recent G2 Reviews of Broadcom Service Virtualization?

What Are G2 Users Discussing About Broadcom Service Virtualization?

Datical Database Change Management Simulator

Treat database code just like application code. Upgrade your tedious script-based database deployment process to an automated database change management system. Automatically apply DBA rules during the application build and release process. Automate and integrate database change management into the same application release process seamlessly, with zero downtime.

Average Rating: 4.5/5.0

Total Reviews: 1

How Do G2 Users Rate Datical Database Change Management Simulator?

  • Third-Party Integrations: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)
  • Test Customization: 10.0/10 (Category avg: 8.6/10)
  • Automation: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Datical Database Change Management Simulator?

  • 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?

  • Company Size: 100% Large

What Do G2 Reviewers Say About Datical Database Change Management Simulator?

AI-generated summary from verified user reviews

Pros
  • Users recognize that automation greatly enhances deployment success by preventing failures before they occur.
  • Users highlight the enhanced team collaboration of Datical, improving deployment success through well-forecasted and automated processes.
  • Users value the effective forecasting and automation features of Datical, significantly reducing deployment failures.

What Are Recent G2 Reviews of Datical Database Change Management Simulator?

Microtica

MMicrotica is a self-service DevOps automation platform that enables companies and individuals to adopt cloud much faster. Microtica does that by standardizing the way you build infrastructure and ship applications in the cloud. With a single tool.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Microtica?

  • Third-Party Integrations: 10.0/10 (Category avg: 8.7/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)
  • Test Customization: 8.3/10 (Category avg: 8.6/10)
  • Automation: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Microtica?

  • Seller: Microtica
  • Year Founded: 2017
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Microtica?

What Are G2 Users Discussing About Microtica?

Nolio Release Automation

Achieve higher quality releases with application release automation.

Average Rating: 4.3/5.0

Total Reviews: 2

How Do G2 Users Rate Nolio Release Automation?

  • Ease of Use: 6.7/10 (Category avg: 8.7/10)

Who Is the Company Behind Nolio Release Automation?

  • Seller: Broadcom
  • Year Founded: 1991
  • HQ Location: San Jose, CA
  • Twitter: @broadcom
    63,909 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    44,602 employees on LinkedIn®
  • Ownership: NASDAQ: CA

Who Uses This Product?

  • Company Size: 100% Large

What Are Recent G2 Reviews of Nolio Release Automation?

What Are G2 Users Discussing About Nolio Release Automation?

OpsMx Enterprise for Spinnaker

OpsMx Enterprise for Spinnaker (OES) is a highly scalable, secure, multi-cloud continuous delivery solution that helps you release software changes with high velocity and confidence. Spinnaker is scalable, extensible, and battle-tested with release workflow orchestration, multi-cloud deployments, and automated roll-backs. Enterprise extensions increase simplicity, security, and scale.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind OpsMx Enterprise for Spinnaker?

  • Seller: OpsMx
  • Year Founded: 2017
  • HQ Location: Sunnyvale, US
  • Twitter: @ops_mx
    387 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    119 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of OpsMx Enterprise for Spinnaker?

What Are G2 Users Discussing About OpsMx Enterprise for Spinnaker?

Probo.Ci

Probo.CI is a Continuous Integration and Collaboration tool that helps break down the barriers inherent in a software development project. Probo works with git on a per-pull-request basis to ensure that you never merge code into any branch before it has been tested and approved.

Average Rating: 4.0/5.0

Total Reviews: 1

How Do G2 Users Rate Probo.Ci?

  • Third-Party Integrations: 8.3/10 (Category avg: 8.7/10)
  • Ease of Use: 10.0/10 (Category avg: 8.7/10)
  • Test Customization: 8.3/10 (Category avg: 8.6/10)
  • Automation: 10.0/10 (Category avg: 8.9/10)

Who Is the Company Behind Probo.Ci?

  • Seller: Probo.Ci
  • Year Founded: 2015
  • HQ Location: Watertown, US
  • Twitter: @ProboCi
    307 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Probo.Ci?

webapp.io

Building a web application? webapp.io is a versatile code review automation platform that provides on-demand review environments for full stack web applications. It's difficult to merge changes quickly without collaboration. That's why webapp.io automatically spins up a URL link to demo changes to fellow developers and other product stakeholders without extra steps. Our platform enables you to: - Automatically create fully migrated review environments in seconds. Use it to do a first or final visual check of your changes. - Pair it with your git control system of choice for lightening fast CI/CD. - Deploy faster with a per commit dashboard created every time new code is pushed to help you review See a live example: https://webapp.io

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind webapp.io?

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of webapp.io?

What Are G2 Users Discussing About webapp.io?