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Anka Build 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

Anka Build
Ranking in AWS Marketplace
33rd
Average Rating
9.6
Number of Reviews
2
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 Anka Build is 0.2%, up from 0.1% 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 (%)
Anka Build0.2%
Voyage AI0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Vishnu Jadhav - PeerSpot reviewer
Network Engineer at inniti network solution
Automation has streamlined builds and improved consistency for reliable, faster releases
The best features of Anka Build are automation, a consistent build environment, easy integration with our existing tools, and its ability to scale as our needs grow. The automation feature saves our team time and reduces manual effort. Anka Build integrates easily with our existing CI/CD tools, making the entire build and deployment process faster and more efficient. Overall, Anka Build has been reliable and easy to use. Its automation, scalability, and seamless integration have helped improve our workflow and save valuable time. Anka Build's AI capabilities improve governance and security by providing better visibility, faster threat detection, and automated compliance management. It helps organizations manage risk more efficiently. The AI capabilities are accurate and reliable. They help automate tasks, reduce errors, and improve efficiency, making our workflow faster and more consistent. Anka Build has improved our workflow by reducing build time, minimizing manual errors, and increasing reliability. It has helped our team deliver builds faster and work more efficiently.
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

"Using this faster build, we can save a lot more time and reduce manual effort in the build time."
"Overall, Anka Build has been a valuable tool for our workflow, saving time, reducing manual effort, and making the build process more reliable."
"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

"One improvement would be a more intuitive user interface, better reporting and analytics, and additional integration options with third-party tools."
"For Anka Build improvement, I can say that the administrative dashboard could be improved."
"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."
"Improvement can be made in the documentation aspect, which definitely needs to be updated or enhanced."
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Top Industries

By visitors reading reviews
Construction Company
44%
Healthcare Company
13%
Manufacturing Company
9%
Comms Service Provider
9%
Construction Company
52%
University
6%
Outsourcing Company
6%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Anka Build?
The pricing is fair, the setup was simple, and the licensing process was easy to understand and manage. Overall, we are satisfied with the value it provides.
What needs improvement with Anka Build?
The only improvement I would like to see is better reporting and more customization options. Otherwise, it has been a reliable and efficient solution for our team. I would appreciate more deploymen...
What is your primary use case for Anka Build?
I mainly use Anka Build to automate and speed up our build process. It helps me create consistent build environments, reduce manual work, and make testing and deployment more reliable. Anka Build 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
No data available
 

Overview

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