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Alluvio Aternity vs Apache SkyWalking 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

Alluvio Aternity
Ranking in Application Performance Monitoring (APM) and Observability
34th
Average Rating
8.4
Reviews Sentiment
7.3
Number of Reviews
39
Ranking in other categories
Mobile APM (5th), Digital Experience Monitoring (DEM) (7th)
Apache SkyWalking
Ranking in Application Performance Monitoring (APM) and Observability
21st
Average Rating
8.2
Reviews Sentiment
4.6
Number of Reviews
8
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Alluvio Aternity is 0.9%, up from 0.5% compared to the previous year. The mindshare of Apache SkyWalking is 0.7%, down from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Apache SkyWalking0.7%
Alluvio Aternity0.9%
Other98.4%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

Akhilesh Mishra - PeerSpot reviewer
Technical Lead Pre-Sales at M.TECH Solutions India Pvt. Ltd.
Monitoring end-user activity has improved visibility into device and application performance
In my opinion, Riverbed can make Alluvio Aternity better by having the same Aternity agent help in security, such as antivirus or EDR, which would be useful, allowing customers to avoid having multiple agents installed on their endpoint machines. Deploying multiple agents can use the processor and utilize memory, so it's better to go with one agent. If one agent can do end-user activity monitoring and act as an EDR, then it would be better for the end-user, allowing easy avoidance of installing multiple agents on their machines.
reviewer2784462 - PeerSpot reviewer
Software Engineer at a tech vendor with 10,001+ employees
Tracing has revealed hybrid bottlenecks and delivers full visibility into critical payment flows
Apache SkyWalking provided full visibility into the black hole because before using it, we could not see what was happening when a request left Amazon EKS and went to our on-premises legacy databases. Apache SkyWalking's distributed tracing correlates these two worlds in a single view, showing us that 40% of the latency was actually happening in the network hop between the cloud and the physical data center, not in the code itself. Second, it exposes hidden architectural flaws. By using the automatic dependency mapping, we discovered that some microservices were stuck in a cyclic dependency which was documented nowhere. This visual evidence allowed us to refactor the logic and immediately increased our throughput by 30%. Apache SkyWalking gave us database-level insight without database access. Through its slow query monitoring, the Java agents captured the exact SQL statements that were hanging during peak sales hours. This meant our developers could fix the exact line of code or index without needing to wait for a DBA to pull logs, reducing our mean time to resolution. There are many features that are useful to mention in this case because we obtained different benefits. Apache SkyWalking automatically drew the topology of the 600 pods where we discovered cyclic dependencies between services that no one had documented before and that were slowing down the system. Another valuable feature is resolving hybrid bottlenecks because we isolated a specific network issue between AWS and the physical data center. Without distributed tracing, infrastructure teams blame Java code and vice versa. Database tuning is also important because thanks to slow query metrics captured by the agent, we identified and rewrote the SQL queries that most impacted performance during sales peaks.

Quotes from Members

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

Pros

"There are many valuable features. If I had to single out one, it would be the UXI score. That's a proprietary Aternity score that tells you how good or bad the experience is for a user on that particular machine, for a particular app. It neatly encapsulates the pain of the user in a single score. It's very easy to find issues and then drill down further into those issues, based on that score."
"We have absolutely seen ROI; we were completely disconnected from what was really going on in our fleet, and this has really given us that visibility to understand problems and impact, scope them in our environment, and understand how the configuration changes we are making are affecting performance."
"The dashboards and the analysis tools, especially the navigator, are great features and are very valuable."
"The degree to which Aternity customer support is proactive is off the charts."
"It is useful for working out whether there are any issues in the network or between the endpoints. It is also useful for working out any performance issues. It has been useful for a lot of stuff around Teams. Our customers like to know what's happening with Teams when they call in. It is helpful for easily profiling users. It records all the applications that are being used for each user, and you can see what users are doing. It is very good in terms of performance. You don't have to wait forever to try and get reports or results. It is quite quick to get everything that you need out of the software."
"It's one of those rare, genuine products that does what it says on the tin."
"Other features we use heavily are the WiFi analyzer, the Skype for Business analyzer, and the troubleshooting functionalities. We also use the Device Health quite religiously here for troubleshooting devices that are unhealthy, when we're talking about things like high CPU or memory consumption, or file system problems within the users' workstations."
"Being able to proactively identify issues on user systems."
"Using Apache SkyWalking has had a positive impact on my organization because it has enabled us to identify the causes of various problems more quickly."
"Apache SkyWalking has improved our ability to troubleshoot distributed applications and resolve integration issues more quickly, giving QA, developers, and operations better visibility into service interactions, reducing the time spent identifying root causes, and improving collaboration by allowing us to share traces and monitoring data as concrete evidence when investigating defects."
"Apache SkyWalking has enabled me to save considerable money because I can monitor multiple applications simultaneously in the same environment without deploying multiple solutions, while optimizing application performance and boosting system health through increased visibility."
"Apache SkyWalking is a very nice tool and an exceptional tool for managing volume and complex architecture on AWS without the prohibitive cost of commercial suites."
"Apache SkyWalking has impacted my organization positively."
"Overall, Apache SkyWalking gives us greater visibility into our distributed applications and makes it easier for the development and DevOps team to identify and resolve production issues."
"Apache SkyWalking has positively impacted my organization by reducing the time of the team so that they can put in more efforts into their other tasks, saving a lot of time, improving our SLA in resolving any issue, providing good RCA analysis to the leadership team, and helping us in monitoring the entire health in a shorter time span."
"Apache SkyWalking has significantly improved application visibility and reduced troubleshooting times while enhancing security reliability."
 

Cons

"They have a lot of features built into the product, but it would be nice if they had some additional features that I think a lot of organizations would benefit from."
"The solution is available at a higher price than other solutions."
"Schema is difficult to work with when constructing custom dashboards."
"When it comes to what is called creating signatures, it's not easy for a non-coding person for desktop applications."
"Aternity doesn't currently provide metrics about actual employee experience of all business-critical apps. It's something you have to build out. It's not 'canned' that way and there is a lot of configuration that you have to do to the environment to collect the data you want to collect and that is important to you."
"We haven't had any outages of the SaaS environment, but what we're struggling with now is the stability of the agent."
"The process of doing the application recording is a bit cumbersome."
"Riverbed is costly in the Indian market; I would rate the pricing for Alluvio Aternity as a higher price."
"For AI and compliance, I would rate it a two, but for operation monitoring and security, I would rate it a five."
"Apache SkyWalking could be improved by making the initial setup and configuration more straightforward, especially for teams that are new to observability."
"Apache SkyWalking can be improved with storage management complexity because with this volume of 50 million traces a day, managing data retention on OpenSearch is critical."
"Apache SkyWalking can be improved by making the dashboards easier to customize, improving alerting options, and adding more detailed troubleshooting information."
"Apache SkyWalking can be improved by responding more quickly to new versions of monitored products."
"Apache SkyWalking can be improved by enhancing a few things. The learning curve is definitely there, so it needs a good learning curve."
"Right now, I don't think it is stable."
"Areas for improvement include simplified initial deployment and configurations, better documentation for advanced use cases, and more built-in dashboards and reports."
 

Pricing and Cost Advice

"The solution's price is pretty comparable to the industry."
"If the scale of your monitoring will be to go everywhere in an organization, a site license is key."
"You have to purchase it for 12 months, which is an issue because a lot of our customers are on a per-user-per-month type billing. There are a few additional costs. A lot of customers only get the essential licenses, and then they get what they call the application add-ons on top. They have to pay depending on how many customers and applications they want to monitor."
"The price for Alluvio Aternity is favorable."
"Pricing is a bit high. Don't take that as the "be all, end all"."
"Its licensing cost is very low. That's one of the reasons why we have kept it for so long. We get more than a 70% discount on the maintenance licenses. Its cost is very low for us, but if you buy it new, it would be much more expensive at the retail price."
"It’s a little on the costly side, but if you license intelligently, accounting for your various hosts connecting in through VDI or terminal servers, you can make it well worth your money."
"It's not a cheap product. There are no two ways about that. If you compare it with a couple of the other solutions operating in the space, it might be on the slightly more expensive side, but it is one of those tools where, once you've got it, you understand the true value. You will get that money back."
Information not available
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Top Industries

By visitors reading reviews
Outsourcing Company
12%
Financial Services Firm
10%
Manufacturing Company
9%
Construction Company
9%
Financial Services Firm
15%
Computer Software Company
13%
Manufacturing Company
12%
Outsourcing Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise5
Large Enterprise32
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

What is your experience regarding pricing and costs for Aternity?
Riverbed is costly in the Indian market; I would rate the pricing for Alluvio Aternity as a higher price.
What needs improvement with Aternity?
In my opinion, Riverbed can make Alluvio Aternity better by having the same Aternity agent help in security, such as antivirus or EDR, which would be useful, allowing customers to avoid having mult...
What is your primary use case for Aternity?
The main use case for Alluvio Aternity is end-user activity monitoring, which is the process I'm mainly using currently.
What is your experience regarding pricing and costs for Apache SkyWalking?
It is fine regarding my experience with pricing, setup cost, and licensing.
What needs improvement with Apache SkyWalking?
Apache SkyWalking can be improved by making the dashboards easier to customize, improving alerting options, and adding more detailed troubleshooting information. Better integration with other monit...
What is your primary use case for Apache SkyWalking?
My main use case of Apache SkyWalking is for application performance monitoring. I have been using Apache SkyWalking for application performance monitoring, service monitoring, and distributing tra...
 

Also Known As

Aternity, Workforce APM, Aternity Frontline, Riverbed SteelCenter Aternity
No data available
 

Overview

 

Sample Customers

Maersk, SwissRe, Travis Perkins, Michelin, National Instruments, Simmons & Simmons, Lighthouse Guild
1. Alibaba 2. Amazon 3. Apple 4. Baidu 5. ByteDance 6. Cisco 7. Dell 8. Google 9. Huawei 10. IBM 11. Intel 12. JPMorgan Chase 13. Klarna 14. LinkedIn 15. Microsoft 16. Netflix 17. Oracle 18. PayPal 19. Pinterest 20. Qualcomm 21. SAP 22. Samsung 23. Spotify 24. Tencent 25. Twitter 26. Uber 27. VMware 28. WeChat 29. Xiaomi 30. Zoom
Find out what your peers are saying about Alluvio Aternity vs. Apache SkyWalking and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.