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Redgate Flyway vs Voyage AI comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Redgate Flyway
Ranking in AWS Marketplace
21st
Average Rating
7.6
Number of Reviews
6
Ranking in other categories
No ranking in other categories
Voyage AI
Ranking in AWS Marketplace
101st
Average Rating
7.6
Number of Reviews
3
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of Redgate Flyway is 0.2%, down from 0.3% compared to the previous year. The mindshare of Voyage AI is 0.2%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Redgate Flyway0.2%
Voyage AI0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Hassan F - PeerSpot reviewer
Full Stack Developer at DPL
Automated database releases have reduced errors and now save a full day of deployment effort
The best features that Redgate Flyway offers, if I had to pick a few that really stand out, would be multi-environment support. On the migrations tab, I do not need to go to an environment and change settings or anything. I simply change the branches of the environment and it shows me what is available and what has been run on a certain environment. The environment feature is very user-friendly and helpful, so I would keep it at the top of my list. The feature of changing branches on the migrations tab is very helpful. An example of how Redgate Flyway specifically helped with discrepancies is that previously we did not have any tool recording database changes. We work on an Agile Scrum pattern, so we have to do deployments frequently, within every two to three weeks or sometimes four weeks. Previously, we had code repositories for front-end and back-end, but for the database side, we did not have any repository. We were not saving database-related changes in any GitHub or AWS CodeCommit repositories. Every time, we have a Jira board where developers update their scripts. For example, if I work on a ticket and update a stored procedure, I must mention the stored procedure on the ticket. When deployment time arrives, the release manager must pull out or scan all the tickets and extract the objects. For example, if we deploy 10 Jira tickets from a sprint in the next release, we must go through all 10 tickets and see the post-deployments of their tickets. Then we extracted the objects from the development environment, deployed on stage, and then deployed on production. In this scenario, many objects and discrepancies occurred. Sometimes a developer or the release manager would forget the object to take to production. Now, after using Redgate Flyway, I have restricted access as the release manager of my team. I manage the release for my team and have restricted developer access to environments other than the development environment. If developers want to take anything to the next environment such as demo, staging, or production, they must make a script. When they create a script, it is in our record. Now, after using Redgate Flyway, we do not need to scan all the tickets on Jira or see the post-deployments of each ticket. We simply view the Redgate Flyway script showing what has been run from this to this version, and what pending deployments need to be run on production. In this way, it has helped tremendously. I can share that the migrations tab and branch changing helped my team in a specific situation during our second last sprint. Two developers were working on the same object, and one change needed to be deployed on stage while another change needed to be deployed on the demo environment, which is our QA level. Our QA and demo are the same environment, and then we have stage and production. We have three environments other than development. Previously, without Redgate Flyway, what could have happened is that we would take the stored procedure from demo if we needed to deploy it on stage and take it directly to stage. This was our previous practice where we would go to the database explorer, take the stored procedure, and move it to the next environment with the ticket. Now with Redgate Flyway, we have different versions of that stored procedure. We simply took the version of the stored procedure that needed to be on stage, and the second version that needed to be on the QA level remained there. Redgate Flyway helped in this case, and we have many cases.
Chirag Morajkar - PeerSpot reviewer
Lead Ai Tech And Tech Automation Engineer at a individual & family service with 11-50 employees
Automation workflows have transformed resume screening and document chat into accurate, low-cost flows
Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced. I felt this need while using Voyage AI. I recognize that it is still growing, which is acceptable for a user like me, but enhancing documentation would greatly help developers or technical personnel. One more improvement could be native integration. For example, when using Voyage AI through make.com, which is an automation platform I regularly use, integration is possible only through APIs. This requires more time for setup and handling configurations. If Voyage AI had a native integration with make.com, similar to how OpenAI's ChatGPT operates, it would streamline the onboarding process very effectively. Other improvements needed for Voyage AI include enhanced documentation, native integration, and potentially video tutorials for each model or feature that they add. Short videos could significantly aid developers who might be lost or unfamiliar with updates since staying up to speed can be challenging.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Redgate Flyway has positively impacted my organization by enabling automated database migrations, so there are no manual updates to databases on each deployment to each environment."
"Redgate Flyway has positively impacted my organization by maintaining consistency among developers."
"Redgate Flyway streamlines the process of database migration and significantly reduces the time for data migration from twenty to twenty-five days down to five to seven days, thanks to the initial time we took for learning."
"Redgate Flyway has impacted us very positively because we don't have to manually cover all those things."
"Now using Redgate Flyway, we do not need to do any of this procedure, so this whole process has been eliminated, almost a day is saved, and on release day there are 99% chances that the scripts will run successfully without issues."
"I have seen a return on investment with Redgate Flyway in that time was saved significantly for local development."
"The best feature Voyage AI offers is its text embedding, whose quality is very good and crucial, and I think Voyage AI has excelled in text understanding and contextual comprehension."
"I have significantly increased my outputs around 60-70%, making them much more accurate than before, and the context and semantic meaning have increased substantially."
"Voyage AI has improved time, manual efforts, and employee satisfaction, and for this type of use case, Voyage AI is the best option available because the time it takes for answering questions reduces, employees no longer need to raise many tickets for simple queries, and it provides an answer in a single question and a single click without waiting for HR to respond."
 

Cons

"Particularly, the error handling mechanism or the force update or forced migration are things I would like to see improved; it is very hard to understand or debug exactly where this migration has failed, and I would not feel confident doing this in a production environment."
"I cannot say that it is highly secure, but the features are good."
"Sometimes, errors with migrations can be very disappointing, as often it requires deleting everything and starting over."
"I would not recommend Redgate Flyway for any Microsoft-based solutions or .NET, as it is not compatible at all based on my experience."
"Regarding the error mechanism, when we see a Redgate Flyway error in my Spring Boot application, it is very difficult to understand what went wrong."
"Redgate Flyway works well for small teams but presents conflict issues with larger teams due to version control."
"Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced."
"I have not been frustrated with Voyage AI, but some enterprises will not share their data because they keep their data within their own infrastructure."
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Top Industries

By visitors reading reviews
Construction Company
35%
Comms Service Provider
15%
Financial Services Firm
10%
Manufacturing Company
8%
Construction Company
52%
University
6%
Outsourcing Company
6%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise4
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Redgate Flyway?
My experience with pricing, setup cost, and licensing is that we have independent work with a separation of roles. We have those maintaining things concerning databases and a team that manages pric...
What needs improvement with Redgate Flyway?
I choose a rating of nine out of ten for Redgate Flyway because the only point is that sometimes it does not automatically handle the schema versioning. If we write something wrong, it just execute...
What is your primary use case for Redgate Flyway?
My main use case for Redgate Flyway is that it is a migration version control tool. I prefer Redgate Flyway because instead of manually running SQL scripts on different environments like dev, QA, a...
What is your experience regarding pricing and costs for Voyage AI?
My experience with costing information, overall it is good as for as now. We got free tokens around 200 million at start. we paid approximately $0.12 per million tokens depending on the model. It i...
What needs improvement with Voyage AI?
Voyage AI's SDK support is limited to Python and JavaScript, so teams using other languages need custom wrappers to integrate it. Rate limiting also feels outdated, requiring manual static wait per...
What is your primary use case for Voyage AI?
My main use case for Voyage AI is converting text into embeddings so that it can be searched efficiently. I can provide a specific example of how I use Voyage AI for text-to-embedding through Retri...
 

Comparisons

No data available
 

Overview

Find out what your peers are saying about Redgate Flyway vs. Voyage AI and other solutions. Updated: June 2026.
909,948 professionals have used our research since 2012.