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Stardog Enterprise Knowledge Graph Platform vs Upbound Crossplane 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

Stardog Enterprise Knowledg...
Ranking in AWS Marketplace
16th
Average Rating
7.6
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Upbound Crossplane
Ranking in AWS Marketplace
6th
Average Rating
8.4
Number of Reviews
9
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the AWS Marketplace category, the mindshare of Stardog Enterprise Knowledge Graph Platform is 0.3%, down from 0.7% compared to the previous year. The mindshare of Upbound Crossplane is 0.3%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Upbound Crossplane0.3%
Stardog Enterprise Knowledge Graph Platform0.3%
Other99.4%
AWS Marketplace
 

Featured Reviews

Bhaumik Ganatra - PeerSpot reviewer
Senior Power BI consultant at a financial services firm with 1,001-5,000 employees
Rich graph queries have streamlined reporting but support still needs improvement
In my experience with Stardog Enterprise Knowledge Graph Platform, many graph platforms do not have a very user-friendly client experience. What I found was that Stardog Studio had a very rich client experience in which we were able to fire queries and do many things through drag-and-drop functionality. That was one of the best features I found in Stardog. The rich client experience and drag-and-drop functionality in Stardog Studio made my work easier because my main use case to use Stardog was to retrieve the data which I needed in my Power BI data model. I was using it to fire SPARQL queries and get the exact data that I wanted. One of the best features that I liked was whenever I fire a query, the query runs quicker because I am only getting the top 100 or top 1000 records for my result. If I wanted the full data in my result, I just needed to tweak it a bit and then I would get my full result. The other feature was being able to export that data in any format that I need. Stardog Enterprise Knowledge Graph Platform has positively impacted my organization since it has been used for more than four to five years, and everyone has been positively affected by the use of it. It was a tool that was used to store our very complex data in the form of data structure, and it was efficiently managed by Stardog.
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.

Quotes from Members

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

Pros

"Stardog Enterprise Knowledge Graph Platform has positively impacted my organization since it has been used for more than four to five years, and everyone has been positively affected by the use of it."
"They have beautifully built these AI capabilities, and they work very well."
"The time required to complete an environment setup was reduced from about one or two weeks to forty to fifty minutes."
"Upbound Crossplane has positively impacted our organization by allowing us to reduce our deployment time from three days to three hours for the entire back-end and entire infrastructure."
"We went from having a 28-member troubleshooting team down to four to five members of the platform engineering team."
"Upbound Crossplane impacts my organization positively because, from our perspective, we need to rely on fewer resources."
"The best features Upbound Crossplane offers are infrastructure as Kubernetes APIs and self-service infrastructure, where developers can provision resources without cloud credentials, and its strong multi-cloud support that makes it useful in managing AWS, Azure, and GCP from a single control plane with valuable GitOps integration."
"Upbound Crossplane has positively impacted our organization by reducing the pipeline time, saving time, and decreasing cost spending."
"Upbound Crossplane has impacted our organization positively as it has been a transformative experience because the main thing about transformation is how we were able to make our lives easier as engineers."
"When I provisioned PostgreSQL and S3 buckets through Crossplane, I noticed improvements in deployment speed, reliability, and team collaboration."
 

Cons

"My experience with customer support for Stardog Enterprise Knowledge Graph Platform was a bit weak because the problem that we told Stardog support was very basic, and they were not able to get an answer to that for months."
"Another software called Neo4j provides some more features compared to Stardog Enterprise Knowledge Graph Platform."
"Upbound Crossplane can be improved if they can add more AI agentic workflows."
"One area where Upbound Crossplane can be improved is with API rate limiting."
"This was the only thing that we took as a disadvantage at the time of implementing, since we did not have any way to see what the Upbound Crossplane composition or what the Upbound Crossplane resource will do to the actual infrastructure."
"Regarding Upbound Crossplane's capabilities, I feel the governance and security is something which is lacking."
"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."
"However, one area of improvement is the learning curve, as Upbound Crossplane concepts such as providers, compositions, and claims can be difficult for beginners."
"The documentation needs to be updated regarding the needed improvements for Upbound Crossplane. There is very little documentation online, and there are no tutorials for Upbound Crossplane."
"Upbound Crossplane was not stable in my experience."
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Top Industries

By visitors reading reviews
Insurance Company
19%
Construction Company
18%
Outsourcing Company
13%
Comms Service Provider
13%
Construction Company
26%
Outsourcing Company
11%
Manufacturing Company
11%
Comms Service Provider
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise3
Large Enterprise4
 

Questions from the Community

What needs improvement with Stardog Enterprise Knowledge Graph Platform?
I found that some of the documents are not up to date. Sometimes they update the software, but they do not update the documentation on time. This is one of the drawbacks I have seen. Another softwa...
What is your primary use case for Stardog Enterprise Knowledge Graph Platform?
Stardog Enterprise Knowledge Graph Platform is a knowledge graph platform where we store triples, which are RDF compliant data in the database. In the project, we have a home comfort domain with di...
What advice do you have for others considering Stardog Enterprise Knowledge Graph Platform?
I recommend using the AI capabilities more, as that will help you develop faster and more accurately. Using AI in Stardog Enterprise Knowledge Graph Platform is very useful. I would rate this revie...
What is your experience regarding pricing and costs for Upbound Crossplane?
I find the pricing, setup cost, and licensing of Upbound Crossplane very suitable for research and development.
What needs improvement with Upbound Crossplane?
One thing I have noticed about improving Upbound Crossplane is that, in Terraform, we can do a validation stage where people can say Terraform plan and see what changes it will do. It would be bett...
What is your primary use case for Upbound Crossplane?
Our main use case for Upbound Crossplane is that we are using Kubernetes as our main platform, and we have multiple clients who will be using this Kubernetes platform for deploying their container ...
 

Overview

Find out what your peers are saying about Stardog Enterprise Knowledge Graph Platform vs. Upbound Crossplane and other solutions. Updated: September 2026.
915,383 professionals have used our research since 2012.