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Alluvio Aternity vs Apache SkyWalking 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

Alluvio Aternity
Ranking in Application Performance Monitoring (APM) and Observability
32nd
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
23rd
Average Rating
8.0
Reviews Sentiment
4.2
Number of Reviews
6
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Alluvio Aternity is 0.8%, up from 0.5% compared to the previous year. The mindshare of Apache SkyWalking is 0.6%, down from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Performance Monitoring (APM) and Observability Mindshare Distribution
ProductMindshare (%)
Apache SkyWalking0.6%
Alluvio Aternity0.8%
Other98.6%
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

"If you had to choose one tool, if your organization said, "We're going to stop spending money on IT tools altogether, and you're only allowed to have one thing," I would take Aternity every time, because you can do so much with it."
"The most valuable feature is the application performance troubleshooting because Aternity is able to provide the performance from the end-user perspective. It doesn't just give the standard application logon time, etc., rather it's also able to measure the performance inside the application, the performance of specific transactions in the application, and break it down into three elements: the client time, the network time, and the server time. This gives us a lot of insights into what we need to focus on to improve the performance of an application."
"Alluvio Aternity is stable."
"The infrastructure metrics, especially the CPU and memory data, are available in per second granularity for a long time, which makes it outstanding as compared to other solutions, and its licensing cost is very low for us."
"The most valuable feature for us is trend analysis, particularly with device-help type of events and computer help events, such as blue screens, application errors, and application crashes."
"The detailed level of information you are able to get on the complete environment all of the way down to a specific machine."
"We are dependent on Aternity; we get daily alerts and they help my administration team and my support team a lot because they get to know things in advance and can isolate the problem and start working on it."
"The dashboards of this platform are the most valuable, especially the Desktop Health dashboard."
"Apache SkyWalking has significantly improved application visibility and reduced troubleshooting times while enhancing security reliability."
"Apache SkyWalking has impacted my organization positively."
"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 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."
"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."
 

Cons

"The thing that I think most companies like ourselves would want would be an easier way to customize custom scripts."
"We are not satisfied with their technical support. If there is a problem, you have to wait for several days to get a response."
"Being able to add custom monitoring to dashboards would be nice. Right now, if you want to monitor the value of a registry key on your systems, to get that added into the dashboard you have to reach out to Aternity so they can start looking for that value. It would be interesting if that were more of a self-serve function."
"I would like to get more granular detail. In regards to defining the applications and activities upfront, that can be challenging. Simplifying that would be a big win. One of the things that I know they are already working on is a verbose mode."
"For me, the biggest problem is the price. It is not so much about how much it costs. It is about Aternity only giving you 12 months upfront. So, you got to purchase it for 12 months. A lot of our customers are on a per-user-per-month type billing. They are all OPEX rather than CAPEX. It would be a lot better for our customers if there was an option available for OPEX so that it is billed on a monthly basis than a yearly basis. They've got only Windows agents. They don't actually have mobile agents. It would be a lot better if they could also integrate Android and iOS because then we can start pulling steps and performance management out of users' mobile devices. That's the biggest addition I would suggest at the moment. A lot of our customers have desktops as well as tablets or mobile devices. We should be able to monitor that stuff as well."
"To monitor these transactions, you need to look at it, analyze it and capture it. It requires a little bit of work, but in an environment like ours, you need it to be easier."
"The licensing model doesn't suit the market we are in and has room for improvement."
"It all comes in pretty nice looking charts and things, but we have a hard time pulling out hard data, which is usually what you'll need if you're trying to be actionable."
"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 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."
"Apache SkyWalking can be improved by responding more quickly to new versions of monitored products."
"For AI and compliance, I would rate it a two, but for operation monitoring and security, I would rate it a five."
 

Pricing and Cost Advice

"I thought the price for Alluvio Aternity was reasonable, but we had difficulty selling it in our market due to the minimum number of agents required for deployment, which I believe was around 500."
"Our management squeezed Aternity pretty hard on the pricing, in my opinion a little too much. I advise negotiating for sure, but I do think it left kind of a sour taste in Aternity’s mouth that we were being so pushy despite the fact that we were only purchasing a small number of licenses."
"In my opinion they are asking a lot for their SaaS solution, but I also know that that's the direction they're going... The current, on-prem solution is probably a fair price."
"The pricing is fair."
"The solution's price is pretty comparable to the industry."
"Pricing is a bit high. Don't take that as the "be all, end all"."
"It is definitely a premium solution; it is not an inexpensive product. We have to ensure that we are getting the most out of it in order to justify the cost. However, it is not cheap, especially when you want to install it on all your endpoints."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Outsourcing Company
9%
Construction Company
9%
Manufacturing Company
8%
Financial Services Firm
16%
Manufacturing Company
14%
Computer Software Company
14%
Outsourcing Company
8%
 

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 Business3
Midsize Enterprise1
Large Enterprise4
 

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?
Features are good, but there is something about the UI, which I would suggest. There is space to enhance it and make it look less pointy from the edges and not like an old UI. There is a space wher...
What is your primary use case for Apache SkyWalking?
We have running Kubernetes clusters as well as the database and other servers with the main use case for Apache SkyWalking being the need for monitoring metrics and traces, and the slow endpoints o...
 

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: August 2026.
909,948 professionals have used our research since 2012.