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Upbound Crossplane vs Voyage AI comparison

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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

Arctera Insight Platform
Sponsored
Average Rating
0
Number of Reviews
0
Ranking in other categories
Data Governance (61st), Compliance Management (31st)
Upbound Crossplane
Average Rating
8.4
Number of Reviews
6
Ranking in other categories
AWS Marketplace (9th)
Voyage AI
Average Rating
7.8
Number of Reviews
4
Ranking in other categories
AWS Marketplace (89th)
 

Featured Reviews

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Diego Paradeda - PeerSpot reviewer
Senior Software Engineer at Philips
Automated infrastructure deployment has reduced our backend release time from days to hours
I found an issue with features that was difficult for me when we needed to retrieve some tags or IDs of a resource that we deployed using Upbound Crossplane, for example, the RDS. We encountered a problem where we needed to use the ID of the RDS in another document that we have, making it difficult to return this information using Upbound Crossplane deployment. I believe Upbound Crossplane could be improved by possibly having a feature that can return tags, IDs, or resources that were deployed inside AWS, such as needing to return the ID of the VPC that we create when using Upbound Crossplane. I think the current state of Upbound Crossplane is already good enough.
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.
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Top Industries

By visitors reading reviews
No data available
Construction Company
32%
Manufacturing Company
11%
Comms Service Provider
10%
Financial Services Firm
7%
Construction Company
57%
University
5%
Comms Service Provider
5%
Healthcare Company
3%
 

Company Size

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

Questions from the Community

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What is your experience regarding pricing and costs for Upbound Crossplane?
The documentation and learning curve for Upbound Crossplane were really smooth initially to set up. However, our use ...
What needs improvement with Upbound Crossplane?
Upbound Crossplane can be improved if they can add more AI agentic workflows. In the open source Upbound Crossplane, ...
What is your primary use case for Upbound Crossplane?
My main use case for Upbound Crossplane is that initially we were frustrated with using Terraform, and right now all ...
What is your experience regarding pricing and costs for Voyage AI?
My experience with pricing, setup cost, and licensing was positive, as I received the free 200 tokens during sign-up.
What needs improvement with Voyage AI?
Voyage AI can be improved by supporting some more chunking models, which might make my work easier because currently ...
What is your primary use case for Voyage AI?
My main use case for Voyage AI is for embeddings and reranking when I use RAG models for my own projects. For example...
 

Overview

Find out what your peers are saying about Upbound Crossplane vs. Voyage AI and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.