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Ignition Cloud Edition vs Smile Digital Health 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

Ignition Cloud Edition
Ranking in AWS Marketplace
9th
Average Rating
8.8
Number of Reviews
6
Ranking in other categories
No ranking in other categories
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
 

Mindshare comparison

As of August 2026, in the AWS Marketplace category, the mindshare of Ignition Cloud Edition is 0.2%, down from 0.4% compared to the previous year. The mindshare of Smile Digital Health is 0.2%, down from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
Ignition Cloud Edition0.2%
Smile Digital Health0.2%
Other99.6%
AWS Marketplace
 

Featured Reviews

Hassana Abubakar - PeerSpot reviewer
Control Systems (Scada) Engineer at Mainstream Energy Solutions Limited
Cloud monitoring has transformed real-time plant control and automated preventive maintenance
There is always room for improvement, and at the moment, I am on the good side. I do not really have a bad side of it or anything that I would like to see changed; I love what I see and I love what I use. One feature that comes to my mind as missing in Ignition Cloud Edition is the user graphics in the user interface. The graphics in the user interface, such as the slider or the shapes for the equipment, can be improved upon. When I am selecting a tank, I should see a real tank, or when I am selecting a breaker, it should look like a real breaker in the field, or a valve or a sensor or a slider. Every other feature, such as the graphs and charts, are cool.
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.

Quotes from Members

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

Pros

"Ignition Cloud Edition has positively impacted my organization by enabling sharing so that projects can be shared without everyone having to access them through manual file sharing."
"Both the database and Ignition can be set up very easily without any hardware, and reliability and high availability are always there, built in."
"Ignition gives you the blank paper to dream it, reach it, and draw whatever you need."
"Ignition platform is a general, powerful platform that is easy to use and cost-effective, where in most cases, you pay one time for your license and then use it forever."
"My main use case for Ignition Cloud Edition, even if it's just in my learning phase, was that it is a very interesting cloud platform, it was very much feasible, it can interface to multiple types of controllers and also with RTUs, and I see that its application can be used in other applications which is much more comfortable than other available platforms."
"What I love about Ignition Cloud Edition is the advantages and functionalities it has over other SCADA software."
"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."
"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."
"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."
 

Cons

"My concern is about cybersecurity. Since it's a cloud platform, the chances of countering cybersecurity attacks will be a major concern."
"The accuracy of Ignition Cloud Edition is not very great, and reliability also needs improvement."
"The pricing aspect of Ignition Cloud Edition is actually on the high side."
"The way the historian is set up is not conducive to large deployments and it makes querying the data challenging."
"For someone considering Ignition Cloud Edition, I think it is not bad, but honestly, I see it as overpriced."
"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."
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Top Industries

By visitors reading reviews
Construction Company
32%
Manufacturing Company
14%
Energy/Utilities Company
8%
Wholesaler/Distributor
7%
Insurance Company
36%
Construction Company
26%
Financial Services Firm
6%
Comms Service Provider
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise3
No data available
 

Questions from the Community

What needs improvement with Ignition Cloud Edition?
Ignition Cloud Edition itself functions well, but Ignition in general has some things that could be improved, and the cloud edition also has those same issues. The way the historian is set up is no...
What is your primary use case for Ignition Cloud Edition?
I spin up an instance of Ignition Cloud Edition and simulate a bunch of tags and record them in a separate database.
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...
 

Overview

Find out what your peers are saying about Ignition Cloud Edition vs. Smile Digital Health and other solutions. Updated: July 2026.
909,725 professionals have used our research since 2012.