# Best  Database DevOps Software

  *By [Adam Crivello](https://research.g2.com/insights/author/adam-crivello)*

   Database DevOps Software allow development teams to automate, manage, and test database changes as part of their [continuous integration](https://www.g2.com/categories/continuous-integration) and [continuous delivery](https://www.g2.com/categories/continuous-delivery) (CI/CD) pipeline. These tools facilitate shorter database development cycles by providing functionality that automates change validations, deployments, and dependency resolutions. Database DevOps tools can also provide insight and reporting around database changes, including information relevant to database administrators such as change descriptions, authors, and time. Beyond automation and management, these toolkits can also help companies validate database changes by testing against team-defined standards and security best practices.

Database DevOps Software allow companies to fold database development processes into their existing DevOps strategies. These solutions help bring the application development benefits of [DevOps platforms](https://www.g2.com/categories/devops-platforms) to database development. By applying DevOps principles to their database development process, companies can make sure their database efforts are well defined, consistently compliant, properly automated, and easily manageable.

To qualify for inclusion in the Database DevOps Tools category, a product must:

- Connect to a database
- Automate elements of database version control, deployments, and/or testing
- Grant visibility into database changes made throughout the development process
- Enable test-driven database development via iterative changes





## Category Overview

**Total Products under this Category:** 23


## Trust & Credibility Stats

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 1,000+ Authentic Reviews
- 23+ 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.


## Best  Database DevOps Software At A Glance

- **Leader:** [Redgate Flyway](https://www.g2.com/products/redgate-flyway/reviews)
- **Highest Performer:** [DbVisualizer](https://www.g2.com/products/dbvisualizer/reviews)
- **Easiest to Use:** [DbVisualizer](https://www.g2.com/products/dbvisualizer/reviews)
- **Top Trending:** [Redgate Flyway](https://www.g2.com/products/redgate-flyway/reviews)
- **Best Free Software:** [DbVisualizer](https://www.g2.com/products/dbvisualizer/reviews)


---

**Sponsored**

### Redgate Flyway

Redgate Flyway enables teams to deploy stable, secure database changes with confidence. With Flyway’s best-in-class technology and market-leading flexibility, teams have all they need for strong database governance, reliable deployments and the freedom to innovate faster. Redgate’s portfolio of solutions, including Flyway, help organizations reliably solve the complex challenges of database change management across the Database DevOps lifecycle. We make life easier for IT leaders, development and operations teams, increasing efficiency, reducing errors and protecting business-critical data. More than 200,000 data professionals across the globe, including 92% of the Fortune 100, rely on Redgate’s solutions to enable automation, resilience and efficiency throughout the database lifecycle, ensuring they get the most value out of their databases.



[Try for Free](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1003605&secure%5Bdisplayable_resource_id%5D=1003605&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1003605&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=78698&secure%5Bresource_id%5D=1003605&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdatabase-devops-software%3Fpage%3D19&secure%5Btoken%5D=a2d05d57a6b89a21282870046ffe665f5ff5075e18511d8b0220baa0afece4e4&secure%5Burl%5D=https%3A%2F%2Fwww.red-gate.com%2Fproducts%2Fflyway%2Fenterprise%2F%3Futm_source%3Dg2%26utm_medium%3Dcpc%26utm_campaign%3Dmc-202603-flyway-g2-clicks-gm-all&secure%5Burl_type%5D=free_trial)

---

## Top-Rated Products (Ranked by G2 Score)
  ### 1. [Redgate Flyway](https://www.g2.com/products/redgate-flyway/reviews)
  Redgate Flyway enables teams to deploy stable, secure database changes with confidence. With Flyway’s best-in-class technology and market-leading flexibility, teams have all they need for strong database governance, reliable deployments and the freedom to innovate faster. Redgate’s portfolio of solutions, including Flyway, help organizations reliably solve the complex challenges of database change management across the Database DevOps lifecycle. We make life easier for IT leaders, development and operations teams, increasing efficiency, reducing errors and protecting business-critical data. More than 200,000 data professionals across the globe, including 92% of the Fortune 100, rely on Redgate’s solutions to enable automation, resilience and efficiency throughout the database lifecycle, ensuring they get the most value out of their databases.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 82

**User Satisfaction Scores:**

- **Quality of Support:** 8.2/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Redgate Software](https://www.g2.com/sellers/redgate-software)
- **Company Website:** https://www.red-gate.com
- **Year Founded:** 1999
- **HQ Location:** Cambridge, United Kingdom
- **Twitter:** @redgate (16,127 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/39481/ (550 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Associate Data Engineer, Data Engineer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 55% Mid-Market, 24% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (36 reviews)
- Version Control (20 reviews)
- Easy Integrations (10 reviews)
- Reliability (10 reviews)
- Deployment Ease (8 reviews)

**Cons:**

- Learning Curve (8 reviews)
- Missing Features (7 reviews)
- Error Handling (6 reviews)
- Expensive (6 reviews)
- Feature Issues (6 reviews)

  ### 2. [Entity Framework Core](https://www.g2.com/products/entity-framework-core/reviews)
  Entity Framework Core is a lightweight, extensible, open-source, and cross-platform version of Microsoft's popular Entity Framework data access technology. It serves as an object-relational mapper , enabling .NET developers to interact with databases using .NET objects, thereby eliminating much of the boilerplate code typically required for data access. EF Core supports multiple database engines, making it a versatile choice for various applications. Key Features and Functionality: - Cross-Platform Support: EF Core runs on .NET Core, allowing applications to operate seamlessly across different operating systems, including Windows, Linux, and macOS. - Modular and Lightweight: Designed with a modular architecture, EF Core provides only the necessary components for object-relational mapping, with the flexibility to extend functionality as needed. - LINQ Integration: Developers can utilize Language Integrated Query to perform database operations, enabling expressive and type-safe queries directly within C# code. - Change Tracking: EF Core automatically tracks changes made to entities, simplifying the process of updating the database with modified data. - Migrations: The framework supports code-based migrations, facilitating the evolution of the database schema alongside the application's data model. - Lazy Loading: EF Core provides lazy loading capabilities, allowing related data to be loaded from the database only when explicitly requested, which can improve application performance by fetching only the necessary data. - Support for Multiple Database Providers: EF Core is compatible with various database engines, including SQL Server, SQLite, PostgreSQL, and more, offering flexibility in database selection. Primary Value and Problem Solved: EF Core streamlines data access in .NET applications by abstracting the complexities of database interactions. It allows developers to work with databases using object-oriented principles, reducing the need for extensive data-access code. This abstraction enhances developer productivity, ensures type safety through LINQ queries, and provides a consistent approach to data access across different platforms and database systems. By managing tasks such as change tracking and migrations, EF Core enables developers to focus more on business logic rather than the intricacies of database operations.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 25

**User Satisfaction Scores:**

- **Quality of Support:** 8.7/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Microsoft](https://www.g2.com/sellers/microsoft)
- **Year Founded:** 1975
- **HQ Location:** Redmond, Washington
- **Twitter:** @microsoft (13,105,844 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/microsoft/ (227,697 employees on LinkedIn®)
- **Ownership:** MSFT

**Reviewer Demographics:**
  - **Top Industries:** Computer Software
  - **Company Size:** 40% Small-Business, 28% Mid-Market


  ### 3. [DbVisualizer](https://www.g2.com/products/dbvisualizer/reviews)
  DbVisualizer is a database management and SQL client that helps developers, DBAs, analysts, and data engineers manage, explore, and query databases across multiple database systems. The software provides a graphical interface and SQL editor for working with relational and NoSQL databases. Ask questions, explain errors, and analyze code with the built-in AI Assistant, and use the built-in Git integration to manage your SQL scripts and collaboration. Users can connect to multiple databases, browse database structures, manage objects such as tables and indexes, and analyze data through query execution and result visualization. DbVisualizer supports common database development and administration tasks such as writing and optimizing SQL queries, inspecting database schemas, editing table data, and troubleshooting queries. It connects to many widely used databases and runs on Windows, macOS, and Linux. With nearly 7 million downloads and Pro users in more than 150 countries, DbVisualizer is used by organizations worldwide as a database management and SQL development tool. DbVisualizer’s key capabilities include: Multi-database connectivity Connect to a wide range of databases including MySQL, PostgreSQL, SQL Server, Oracle, Snowflake, SQLite, Cassandra, BigQuery, andhas extensive support for 35+ of the most popular databases. It also connects directly to many JDBC compatible databases via the built-in JDBC-driver manager.  SQL development tools Write, edit, format, and execute SQL queries using an advanced SQL editor with features such as auto-completion, query history, visual query building, and result set management. Database exploration and management Visualize database schemas, browse tables and views, inspect indexes and constraints, and edit table data through a graphical interface. AI-assisted SQL workflows An integrated AI assistant helps generate SQL queries, explain database objects, interpret query results, and assist with troubleshooting SQL errors. Git version control integration Built-in Git support allows users to manage SQL scripts and related files with repository cloning, branching, change tracking, and collaboration workflows directly within the application. Cross-platform support The software runs on Windows, macOS, and Linux and supports connections to both cloud-based and on-premises databases. DbVisualizer is available in Free and Pro editions. The Pro edition is distributed under a perpetual license model, allowing users to keep access to versions released during the license period, with optional renewals for continued updates and new releases.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 257

**User Satisfaction Scores:**

- **Quality of Support:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.1/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [DbVis Software AB](https://www.g2.com/sellers/dbvis-software-ab)
- **Company Website:** https://www.dbvis.com
- **Year Founded:** 2003
- **HQ Location:** Stockholm
- **Twitter:** @dbvisualizer (343 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2337346/ (24 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 44% Small-Business, 29% Enterprise


#### Pros & Cons

**Pros:**

- Ease of Use (20 reviews)
- Database Management (15 reviews)
- Features (15 reviews)
- Data Export (8 reviews)
- Data Management (6 reviews)

**Cons:**

- Slow Performance (7 reviews)
- Autocomplete Issues (5 reviews)
- Expensive (4 reviews)
- Error Handling (2 reviews)
- Function Limitations (2 reviews)

  ### 4. [Harness Platform](https://www.g2.com/products/harness-platform/reviews)
  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:** 277

**User Satisfaction Scores:**

- **Quality of Support:** 9.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.8/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Harness](https://www.g2.com/sellers/harness-25016f40-e80f-4417-bea8-39412055d17a)
- **Company Website:** https://harness.io/
- **Year Founded:** 2018
- **HQ Location:** San Francisco
- **Twitter:** @HarnessWealth (1,406 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/harnessinc/ (1,611 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Software Engineer, DevOps Engineer
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 41% Enterprise, 39% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (113 reviews)
- Features (72 reviews)
- Feature Flags (49 reviews)
- Easy Setup (40 reviews)
- Easy Integrations (31 reviews)

**Cons:**

- Missing Features (23 reviews)
- Limitations (20 reviews)
- Limited Features (20 reviews)
- Learning Curve (17 reviews)
- Poor UI (16 reviews)

  ### 5. [SQL Toolbelt Essentials](https://www.g2.com/products/sql-toolbelt-essentials/reviews)
  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

**User Satisfaction Scores:**

- **Quality of Support:** 9.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.9/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Redgate Software](https://www.g2.com/sellers/redgate-software)
- **Year Founded:** 1999
- **HQ Location:** Cambridge, United Kingdom
- **Twitter:** @redgate (16,127 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/39481/ (550 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 46% Mid-Market, 38% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (3 reviews)
- Time-saving (2 reviews)
- Tools (2 reviews)
- Ease of Implementation (1 reviews)
- Easy Integrations (1 reviews)

**Cons:**

- Expensive (1 reviews)

  ### 6. [Laravel](https://www.g2.com/products/laravel/reviews)
  Laravel Breeze is a lightweight starter kit designed to streamline the implementation of authentication features in Laravel applications. It offers a minimalistic approach, providing essential functionalities such as user login, registration, password reset, email verification, and password confirmation. By utilizing Laravel's native Blade templating engine and styling with Tailwind CSS, Breeze ensures a modern and responsive user interface. This package is ideal for developers seeking a straightforward and customizable foundation for their projects. Key Features: - Simple Authentication System: Includes fundamental authentication features like login, registration, password reset, email verification, and password confirmation. - Tailwind CSS Styling: Employs Tailwind CSS for styling, offering a contemporary and responsive design out of the box. - Blade Templating: Leverages Laravel's native Blade templating engine for a seamless development experience. - Customizable: Publishes authentication controllers and views directly to your application, making it easy to modify and extend as needed. Primary Value: Laravel Breeze simplifies the process of setting up authentication in Laravel applications, allowing developers to focus on building unique features without the overhead of configuring authentication from scratch. Its minimalistic design and reliance on Blade and Tailwind CSS provide a clean and efficient starting point, making it particularly beneficial for projects that require a straightforward authentication system without additional complexity.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 145

**User Satisfaction Scores:**

- **Quality of Support:** 8.7/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Open Source Initiative (OSI)](https://www.g2.com/sellers/open-source-initiative-osi)
- **Year Founded:** 1998
- **HQ Location:** Palo Alto, CA
- **Twitter:** @OpenSourceOrg (64,737 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/885950/ (72 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Who Uses This:** Software Engineer, Software Developer
  - **Top Industries:** Computer Software, Information Technology and Services
  - **Company Size:** 71% Small-Business, 21% Mid-Market


  ### 7. [Liquibase](https://www.g2.com/products/liquibase/reviews)
  Liquibase is a database change automation software that extends CI/CD pipelines to the database, removing the SDLC bottleneck of schema changes. Empowering database DevOps, Liquibase helps development teams version, deploy, and track database schema changes for their applications quickly and safely. Why Teams Love Liquibase Liquibase automates the database CI/CD pipeline to remove manual code reviews, mitigate security concerns, and improve speed and reliability. It also enables database observability, simplifying audits and powering insights for continuous improvement. Liquibase speeds up the development process. Teams that use Liquibase deploy 233% more often, breaking through the bottleneck of manual reviews to get features to customers faster. Liquibase eliminates database code errors. Teams that use Liquibase have 94% fewer errors since teams can fully test and roll back database changes before they get to production. Liquibase improves developer experience and collaboration. By treating database code like application code, Liquibase makes it easier for app developers to work with the database team leveraging the same tools that they’re already comfortable with. Liquibase provides the capability and partnership to tackle database DevOps with confidence. With support for 59+ databases (including noSQL) and more than 100 million downloads, Liquibase has the integrations and wisdom teams need to succeed. Liquibase is easier, faster, and safer. No one enjoys missing date night or a dance recital because the database deployment failed. Many teams rely on DBAs and database developers to fix issues and manually review code 24/7. Liquibase helps automate the tedious manual, error-prone processes so that the database team can focus on more important tasks.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 28

**User Satisfaction Scores:**

- **Quality of Support:** 8.4/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Liquibase](https://www.g2.com/sellers/liquibase)
- **Year Founded:** 2012
- **HQ Location:** Austin, US
- **Twitter:** @liquibase (1,922 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/liquibase/ (71 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services, Computer Software
  - **Company Size:** 40% Mid-Market, 30% Enterprise


#### Pros & Cons

**Pros:**

- Automation (1 reviews)
- Automation Efficiency (1 reviews)
- Change Tracking (1 reviews)
- Task Automation (1 reviews)

**Cons:**

- Complex Features (1 reviews)
- Complexity (1 reviews)
- Inefficiency (1 reviews)
- Time-Consuming (1 reviews)

  ### 8. [Secoda](https://www.g2.com/products/secoda/reviews)
  Secoda is an AI-powered data governance platform designed to help organizations explore, understand, and utilize their data effectively. By providing a comprehensive platform that connects to 75+ data sources, pipelines, warehouses, and visualization tools, Secoda aims to create a unified source of truth for businesses. This functionality is particularly valuable for organizations looking to enhance their self-serve analytics, streamline operations, and improve decision-making. Targeted at data teams, business stakeholders, and organizations of all sizes, Secoda serves as an essential tool for those who need to manage and interpret large volumes of data. Its user-friendly interface ensures that individuals with varying levels of technical expertise can leverage the platform to gain actionable insights. Companies such as Vanta, Cardinal Health, ID.me, and Dialpad have adopted Secoda to monitor the health of their data ecosystems, enhance the efficiency of their data teams, and scale AI readiness. One of Secoda’s core advantages is its ability to unify data cataloging, enterprise governance, and observability into a single, streamlined platform. This consolidation not only reduces the overhead of managing multiple tools but also powers Secoda AI with rich, connected context, enabling teams to focus on insights instead of infrastructure. Secoda automates key data management tasks including documentation, tagging, glossary term creation, and policy creation. This automation enables users to quickly discover and access relevant data and insights without extensive manual effort. By streamlining these processes, Secoda not only saves valuable time but also empowers teams to make confident, data-driven decisions based on current, well-organized information, ultimately driving better business outcomes. Overall, Secoda stands out in the data management landscape by offering a comprehensive, AI-driven solution that caters to the needs of both technical and non-technical users. Its ability to create a single source of truth, coupled with its integration of multiple functionalities into one platform, positions it as a valuable asset for organizations aiming to harness the full potential of their data.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 55

**User Satisfaction Scores:**

- **Quality of Support:** 9.7/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Secoda](https://www.g2.com/sellers/secoda)
- **Year Founded:** 2021
- **HQ Location:** Toronto, CA
- **Twitter:** @SecodaHQ (934 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/secodahq/about (21 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software, Financial Services
  - **Company Size:** 65% Mid-Market, 18% Small-Business


#### Pros & Cons

**Pros:**

- Ease of Use (31 reviews)
- Features (25 reviews)
- Customer Support (21 reviews)
- Data Lineage (19 reviews)
- Integrations (16 reviews)

**Cons:**

- Bug Issues (11 reviews)
- Bugs (11 reviews)
- Technical Issues (9 reviews)
- Learning Curve (5 reviews)
- Missing Features (5 reviews)

  ### 9. [Toad DevOps Toolkit](https://www.g2.com/products/toad-devops-toolkit/reviews)
  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

**User Satisfaction Scores:**

- **Quality of Support:** 7.5/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Quest Software](https://www.g2.com/sellers/quest-software)
- **Year Founded:** 1987
- **HQ Location:** Austin, TX
- **Twitter:** @Quest (17,156 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/2880/ (3,594 employees on LinkedIn®)
- **Ownership:** NYSE: DGX

**Reviewer Demographics:**
  - **Company Size:** 50% Small-Business, 30% Enterprise


  ### 10. [DBmaestro DevOps Platform](https://www.g2.com/products/dbmaestro-dbmaestro-devops-platform/reviews)
  DBmaestro’s DevOps Platform paves the way for safe implementation of CI/CD for the database. With automatic drift prevention mechanisms, customizable role management, and a complete audit trail, our platform makes unplanned database downtime a thing of the past. The platform combines several key features that make its value greater than the sum of its parts: repeatable release automation, database version control, governance and security modules, and a business activity monitor. The result is complete database oversight from a single source and a vital edge over the competition.


  **Average Rating:** 4.5/5.0
  **Total Reviews:** 14

**User Satisfaction Scores:**

- **Quality of Support:** 9.2/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.6/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [DBmaestro](https://www.g2.com/sellers/dbmaestro)
- **Year Founded:** 2015
- **HQ Location:** Concord, Massachusetts
- **Twitter:** @dbMaestro (6,510 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/457315/ (27 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 38% Enterprise, 38% Mid-Market


  ### 11. [Pachyderm](https://www.g2.com/products/pachyderm/reviews)
  Pachyderm is cost-effective at scale, enabling data engineering teams to automate complex pipelines with sophisticated data transformations across any type of data. Our unique approach provides parallelized processing of multi-stage, language-agnostic pipelines with data versioning and data lineage tracking. Pachyderm delivers the ultimate CI/CD engine for data.


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 14

**User Satisfaction Scores:**

- **Quality of Support:** 7.9/10 (Category avg: 9.0/10)
- **Ease of Use:** 7.3/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Pachyderm](https://www.g2.com/sellers/pachyderm)
- **Year Founded:** 2014
- **HQ Location:** San Francisco, California
- **Twitter:** @pachyderminc (2,381 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/pachyderm-inc- (7 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Computer Software
  - **Company Size:** 50% Mid-Market, 36% Enterprise


  ### 12. [Cloud 66](https://www.g2.com/products/cloud-66/reviews)
  Cloud 66 gives you everything you need to build, deploy and maintain your applications on any cloud, without the headache of dealing with "server stuff". With the convenience of PaaS but on any cloud, and in any region, Cloud 66 has persistent storage, custom network configuration, zero downtime deployments, blue/green and canary releases, full databases support, replication & managed backups. With no team size limits, Cloud 66 offers powerful access management, traffic control, firewalls, SSL certificate management, and more. How does it work? Step 1: Signup for a free Cloud 66 Account Step 2: Connect your Cloud 66 account to your git repository, Step 3: Connect your Cloud 66 account to your cloud provider. Step 4: Deploy! Frameworks: Ruby on Rails, Node.js, Jamstack (Jekyll, Hugo, Gatsby, Next.js, Vue.js, Nuxt.js, Svelte, Middleman, and Docusaurus), Laravel, GoLang, and more.


  **Average Rating:** 4.7/5.0
  **Total Reviews:** 13

**User Satisfaction Scores:**

- **Quality of Support:** 9.1/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.7/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Cloud 66](https://www.g2.com/sellers/cloud-66-acd5ee31-6c9a-4f69-8703-2bd2d6021647)
- **Year Founded:** 2011
- **HQ Location:** London, GB
- **Twitter:** @cloud66 (10,574 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/cloud-66/ (9 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 54% Small-Business, 31% Mid-Market


  ### 13. [Bytebase](https://www.g2.com/products/bytebase/reviews)
  Bytebase is the leading open-source database DevSecOps solution that manages all human-to-db operations for all databases. If you want 1) Streamlined database change process with review, approval, rollout, and rollback. 2) Just-in-Time database access. 3) Dynamic data masking. 4) Auditing and policy enforcement. Try us 👉 www.bytebase.com


  **Average Rating:** 4.8/5.0
  **Total Reviews:** 4

**User Satisfaction Scores:**

- **Quality of Support:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Bytebase](https://www.g2.com/sellers/bytebase)
- **Year Founded:** 2021
- **HQ Location:** Mountain View, US
- **Twitter:** @bytebase (1,019 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/bytebase (12 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 50% Small-Business, 50% Mid-Market


#### Pros & Cons

**Pros:**

- Ease of Use (1 reviews)
- Reliability (1 reviews)


  ### 14. [mogenius](https://www.g2.com/products/mogenius/reviews)
  mogenius is the AI-powered engine for modern cloud-native IT. The company helps organizations adopt and operate Kubernetes quickly, securely, and with clarity by automating cloud-native infrastructure built on open standards. With built-in best practices, intelligent automation, and secure self-service, mogenius reduces operational overhead and accelerates IT modernization. \*mogenius is ISO 27001 certified and a Certified Kubernetes Product.\*


  **Average Rating:** 4.4/5.0
  **Total Reviews:** 21

**User Satisfaction Scores:**

- **Quality of Support:** 9.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.3/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [mogenius](https://www.g2.com/sellers/mogenius)
- **HQ Location:** Cologne, DE
- **Twitter:** @mogenius (212 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/mogenius/ (17 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Top Industries:** Information Technology and Services
  - **Company Size:** 48% Small-Business, 43% Mid-Market


#### Pros & Cons

**Pros:**

- Deployment (12 reviews)
- Deployment Ease (12 reviews)
- Ease of Use (10 reviews)
- Easy Deployment (9 reviews)
- Scalability (8 reviews)

**Cons:**

- Limited Features (3 reviews)
- Resource Limitations (3 reviews)
- Slow Performance (3 reviews)
- Storage Limitations (3 reviews)
- Expensive (2 reviews)

  ### 15. [Alembic](https://www.g2.com/products/mike-bayer-alembic/reviews)
  Alembic is a lightweight database migration tool designed for use with the SQLAlchemy Database Toolkit for Python. It facilitates the management of database schema changes over time, allowing developers to version control their database structures alongside application code. By providing a systematic approach to handling database migrations, Alembic ensures that schema updates are consistent, reversible, and easily deployable across different environments. Key Features and Functionality: - Versioned Migration Scripts: Alembic enables the creation of migration scripts that define specific changes to the database schema, such as adding or altering tables and columns. These scripts can be applied sequentially to upgrade or downgrade the database schema as needed. - Autogeneration of Migrations: The tool can automatically generate migration scripts by comparing the current state of the database schema to the desired state defined in SQLAlchemy models. This feature streamlines the migration process by reducing manual effort and potential errors. - Support for Multiple Database Backends: Alembic is compatible with various relational database systems, including PostgreSQL, MySQL, and SQLite, providing flexibility for projects with diverse database requirements. - Batch Migrations for SQLite: Recognizing SQLite's limitations with certain ALTER operations, Alembic offers a "batch" mode that allows for complex schema changes by creating a new table with the desired schema and copying data from the old table. - Branching and Merging of Migrations: Alembic supports non-linear migration histories, enabling the creation of branches and the merging of different migration paths. This is particularly useful for collaborative development environments where multiple features are developed concurrently. Primary Value and Problem Solved: Alembic addresses the challenge of managing database schema evolution in software development. By integrating with SQLAlchemy, it provides a cohesive workflow for defining, tracking, and applying schema changes. This integration ensures that database migrations are version-controlled, reversible, and consistent across development, testing, and production environments. Alembic's capabilities reduce the risk of schema inconsistencies, facilitate collaboration among developers, and support agile development practices by allowing for iterative and controlled schema modifications.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 2

**User Satisfaction Scores:**

- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Mike Bayer](https://www.g2.com/sellers/mike-bayer)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 50% Mid-Market, 50% Small-Business


  ### 16. [dbForge DevOps Automation for SQL Server](https://www.g2.com/products/dbforge-devops-automation-for-sql-server/reviews)
  dbForge DevOps Automation for SQL Server is a cutting-edge solution that takes conventional database development and deployment to a whole new level. By embracing the DevOps database automation and database management approaches and implementing such DevOps practices, as Continuous Integration and Continuous Delivery, this database DevOps tool minimizes deployment risks, energizes quality and update frequency, and makes the overall workflow consistent and safe. dbForge DevOps embodies all our knowledge and expertise in SQL Server to deliver the most innovative approach to the database lifecycle management. Supports SQL Server 2022. Features: - Embrace database DevOps automation and management approaches - Implement database Continuous Integration and Continuous Delivery - Minimize SQL Server database deployment risks - Drive quality and frequency of SQL Server database updates - Make the database release workflow consistent and safe - Use effective approach to the database lifecycle management - Reduce overall SQL Server database costs and expenses


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 2

**User Satisfaction Scores:**

- **Quality of Support:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Devart](https://www.g2.com/sellers/devart)
- **Year Founded:** 1997
- **HQ Location:** Wilmington, Delaware, USA
- **Twitter:** @DevartSoftware (1,738 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/800325/ (254 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 100% Small-Business


  ### 17. [WinDocks](https://www.g2.com/products/windocks/reviews)
  Windocks breaks the enterprise data bottleneck with a range of capabilities including database virtualization, Windows SQL Server Docker containers, synthetic data based masking, database subsetting, and unique code-free and platform native feature data, and single source of truth. Windocks has been trusted by enterprises around the world since 2015, including Novartis, American Family Insurance, DoubleLine, and many more. Windocks software is an affordable solution for small enterprises, as well as departmerns and divisions in a large organization.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 3

**User Satisfaction Scores:**

- **Quality of Support:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Windocks](https://www.g2.com/sellers/windocks)
- **Year Founded:** 2015
- **HQ Location:** Bellevue, US
- **LinkedIn® Page:** https://www.linkedin.com/company/windocks (10 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 67% Enterprise, 33% Mid-Market


#### Pros & Cons

**Pros:**

- Customer Support (1 reviews)
- Features (1 reviews)
- Integrations (1 reviews)
- Performance (1 reviews)


  ### 18. [Atlas](https://www.g2.com/products/ariga-atlas/reviews)
  Atlas is a language-agnostic tool for managing and migrating database schemas using modern DevOps principles. It enables developers to automate schema changes through both declarative (schema-as-code) and versioned migration workflows, supporting inputs like HCL, SQL, and ORM models. Key features include automatic migration planning, schema diffs, linting, testing, and CI/CD for databases to ensure a reliable and scalable approach to database schema changes




**Seller Details:**

- **Seller:** [Ariga](https://www.g2.com/sellers/ariga)
- **Year Founded:** 2021
- **HQ Location:** Tel Aviv, IL
- **LinkedIn® Page:** https://www.linkedin.com/company/arigaio/ (28 employees on LinkedIn®)



  ### 19. [AutoDBA](https://www.g2.com/products/autodba/reviews)
  CrystalDB AutoDBA is an AI-powered PostgreSQL management solution designed to simplify and automate database operations. Whether you're running PostgreSQL on-prem, in the cloud, or in a hybrid environment, AutoDBA optimizes performance, scalability, and reliability with minimal manual intervention. It provides real-time observability, AI-driven recommendations for query tuning, indexing, and resource allocation, and automated maintenance tasks like vacuuming and backups. AutoDBA empowers teams to manage their PostgreSQL environments efficiently, whether they bring their own database or leverage CrystalDB’s fully managed database service. Its flexibility makes it ideal for developers, engineers, and database administrators, ensuring your PostgreSQL instances are always running at peak performance with reduced operational overhead.




**Seller Details:**

- **Seller:** [CrystalDB](https://www.g2.com/sellers/crystaldb)
- **Year Founded:** 2022
- **HQ Location:** San Francisco, US
- **LinkedIn® Page:** https://linkedin.com/company/crystaldba/ (3 employees on LinkedIn®)



  ### 20. [Blast](https://www.g2.com/products/datablast-blast/reviews)
  A data platform that bundles critical data functionalities including data orchestration, quality checks, comprehensive documentation, and observability. This platform empowers users to efficiently extract, transform, and interpret data from various sources. It enables the orchestration of these processes with customizable frequency, ensuring data integrity and complete control over the data journey.


  **Average Rating:** 5.0/5.0
  **Total Reviews:** 1

**User Satisfaction Scores:**

- **Quality of Support:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 10.0/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Datablast](https://www.g2.com/sellers/datablast)
- **Year Founded:** 2021
- **HQ Location:** İstanbul
- **Twitter:** @Datablast_io (1 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/datablastcompany (3 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 100% Mid-Market


  ### 21. [DoubleCloud](https://www.g2.com/products/doublecloud/reviews)
  DoubleCloud is winding down operations. The company ceased creating new accounts on October 1, 2024, and will completely close on March 1, 2025. DoubleCloud specialized in data analytics infrastructure, offering managed services for open-source data technologies. Throughout its operations, DoubleCloud provided tools for building data pipelines, including solutions for data ingestion, storage, orchestration, ELT, and real-time visualization. The company was committed to helping businesses streamline and optimize their data operations with powerful, open-source-based technologies.


  **Average Rating:** 4.9/5.0
  **Total Reviews:** 4

**User Satisfaction Scores:**

- **Quality of Support:** 10.0/10 (Category avg: 9.0/10)
- **Ease of Use:** 9.2/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [DoubleCloud](https://www.g2.com/sellers/doublecloud)
- **Year Founded:** 2022
- **HQ Location:** Dubai, AE
- **LinkedIn® Page:** https://www.linkedin.com/company/doublecloudplatform/ (6 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 75% Small-Business, 25% Mid-Market


  ### 22. [Sqitch](https://www.g2.com/products/sqitch/reviews)
  Sqitch is a robust database change management tool designed to facilitate precise and reliable deployment of database changes across various environments. Unlike traditional migration frameworks, Sqitch operates independently of any specific application framework, ORM, or platform, offering developers the flexibility to implement changes using native SQL scripts tailored to their chosen database engine. This approach ensures that database modifications are executed accurately and in the correct sequence, regardless of the order in which they were committed to version control systems. Key Features and Functionality: - Framework-Agnostic: Sqitch functions as a standalone change management system, free from dependencies on any particular application framework or development environment. - Native Scripting: Developers can write deployment scripts in the native SQL dialect of their selected database engine, ensuring compatibility and leveraging existing database capabilities. - Dependency Resolution: Sqitch allows for the declaration of dependencies between database changes, ensuring that they are applied in the correct order, even if committed out of sequence in version control. - Deployment Integrity: Utilizing a plan file and a Merkle tree structure similar to Git and Blockchain, Sqitch maintains the integrity of deployments, eliminating the need for sequential numbering of changes. - Iterative Development: Until a project is tagged and released, developers can modify deployment scripts as needed, supporting iterative and test-driven development approaches. Primary Value and Problem Solved: Sqitch addresses the complexities associated with database change management by providing a flexible, framework-independent solution that integrates seamlessly with version control systems. By allowing developers to use native SQL scripts and manage dependencies effectively, Sqitch ensures that database changes are deployed accurately and consistently. This reduces the risk of errors, enhances collaboration among development teams, and supports agile development practices, ultimately leading to more reliable and maintainable database systems.




**Seller Details:**

- **Seller:** [Sqitch.org](https://www.g2.com/sellers/sqitch-org)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)



  ### 23. [Tonic Ephemeral](https://www.g2.com/products/tonic-ephemeral/reviews)
  Tonic Ephemeral is an ephemeral data environment solution that makes it cheap and easy to create isolated test and development databases to accelerate your engineering velocity. - Stop losing time provisioning and maintaining databases yourself. - Eliminate lag and wait-times in sourcing isolated datasets for development and testing environments with quick database copies. - Take advantage of our built-in expiration timers and other controls for cost savings. Equip your developers with the ready-to-go data they need to keep fast-paced projects on track by streamlining your data environments today.


  **Average Rating:** 4.0/5.0
  **Total Reviews:** 1

**User Satisfaction Scores:**

- **Quality of Support:** 8.3/10 (Category avg: 9.0/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)


**Seller Details:**

- **Seller:** [Tonic.ai](https://www.g2.com/sellers/tonic-ai)
- **Year Founded:** 2018
- **HQ Location:** San Francisco, California
- **Twitter:** @tonicfakedata (699 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/18621512 (100 employees on LinkedIn®)

**Reviewer Demographics:**
  - **Company Size:** 100% Mid-Market


#### Pros & Cons

**Pros:**

- Cost-Effective (1 reviews)
- Speed (1 reviews)

**Cons:**

- Delays (1 reviews)
- Slow Performance (1 reviews)



## Parent Category

[DevOps Software](https://www.g2.com/categories/devops)