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Smile Digital Health vs Upbound Crossplane 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

Smile Digital Health
Ranking in AWS Marketplace
27th
Average Rating
9.4
Number of Reviews
3
Ranking in other categories
No ranking in other categories
Upbound Crossplane
Ranking in AWS Marketplace
6th
Average Rating
8.6
Number of Reviews
8
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of Smile Digital Health is 0.2%, down from 1.2% 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%
Smile Digital Health0.2%
Other99.5%
AWS Marketplace
 

Featured Reviews

EK
Software Engineer at GigaTECH
Structured FHIR workflows have enabled me to focus on interoperability and business logic
In terms of improvements for Smile Digital Health, there was not anything major that stood out as broken or missing for my use case or the company's needs. Most of what we required was handled well. If I had to nitpick, I would say sometimes the learning curve and visibility into what is happening under the hood could be tricky, especially when debugging across multiple systems. A bit more straightforward observability or clearer error messaging would have made troubleshooting faster. However, I did not find anything that prevented us from accomplishing our tasks, and I was very satisfied.If I had to add something about needed improvements, it would relate to documentation. The platform itself is solid, but when working across multiple systems, it was not always obvious where an issue originated—whether it was from our Java services, an external system, or how Smile Digital Health interpreted a FHIR resource. Clearer guided troubleshooting or examples in the documentation could have helped with those edge cases. However, integration-wise, it worked fine for what we needed; during tricky moments, I sometimes had to dig deeper to understand where and what went wrong.
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

"From what I saw, the positive impact of Smile Digital Health on my organization is that it reduced the amount of custom infrastructure we had to build."
"If you are a small or medium-sized company that needs a clinical data repository, Smile Digital Health is definitely the cheaper alternative for those looking into using a clinical data repository."
"Smile Digital Health offers excellent features including their health data platform, Omni, which can perform 250,000 transactions a second, making it beneficial for getting data ready for analysis, regardless of the type of analysis needed."
"Before choosing Upbound Crossplane, I evaluated various options, but I only found Upbound Crossplane to be the best choice."
"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 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."
"When I provisioned PostgreSQL and S3 buckets through Crossplane, I noticed improvements in deployment speed, reliability, and team collaboration."
"The time required to complete an environment setup was reduced from about one or two weeks to forty to fifty minutes."
"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."
 

Cons

"If I had to nitpick, I would say sometimes the learning curve and visibility into what is happening under the hood could be tricky, especially when debugging across multiple systems."
"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."
"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 can be improved if they can add more AI agentic workflows."
"One area where Upbound Crossplane can be improved is with API rate limiting."
"However, one area of improvement is the learning curve, as Upbound Crossplane concepts such as providers, compositions, and claims can be difficult for beginners."
"Regarding Upbound Crossplane, I see room for enhancement in synchronizing the state file of Crossplane with Terraform, as 90% of organizations have generally implemented Terraform and have their own specific, environment-specific Terraform state files."
"Upbound Crossplane was not stable in my experience."
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Top Industries

By visitors reading reviews
Insurance Company
36%
Construction Company
26%
Financial Services Firm
6%
Comms Service Provider
5%
Construction Company
30%
Manufacturing Company
11%
Comms Service Provider
10%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise2
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Smile Digital Health?
My experience with pricing, setup cost, and licensing for Smile Digital Health is that they are very reasonable, with the partner training making the implementation and setup a turnkey process.
What needs improvement with Smile Digital Health?
Smile Digital Health’s offerings are mature and reliable. Continued investment in implementation accelerators, expanded preconfigured mappings, automated validation, and user-friendly configuration...
What is your primary use case for Smile Digital Health?
My primary use case is Smile Digital Health’s Omni platform for standards-based processing of healthcare data using FHIR. We use its FHIR-based capabilities to transform disparate healthcare data i...
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 area where Upbound Crossplane can be improved is with API rate limiting. For instance, if we frequently send some data to a specific API to poll the latest status of machines, it can result in ...
What is your primary use case for Upbound Crossplane?
Upbound Crossplane connects the cloud APIs on cloud providers like GCP, AWS, and Azure. We need to maintain the network resources and the VM containers, and the VM instance that Upbound Crossplane ...
 

Overview

Find out what your peers are saying about Smile Digital Health vs. Upbound Crossplane and other solutions. Updated: July 2026.
909,948 professionals have used our research since 2012.