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Alluvio AppResponse 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 AppResponse
Ranking in Application Performance Monitoring (APM) and Observability
45th
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
17
Ranking in other categories
Network Monitoring Software (48th)
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 AppResponse is 0.7%, up from 0.2% 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 AppResponse0.7%
Other98.7%
Application Performance Monitoring (APM) and Observability
 

Featured Reviews

SK
Senior Technical Engineer at a consultancy with 1-10 employees
Identifies and analyzes performance issues quickly using in-built AI and ML
With Alluvio AppResponse, there is an in-built analytical analysis with AI and ML, which identifies and provides data such as the number of TCP retransmits, web access time, total connection time out, total connections established, and server-side errors. The RTCC response time composition chart is crucial because it helps pinpoint the issue's origin, whether from the server, network, or application side. It's a superb product when compared to SolarWinds SAM, which is agent-based, while Alluvio AppResponse captures all traffic from the core switch.
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

"The most valuable feature is performance monitoring."
"Ability to see end to end user, application, server, and network response time and throughput data."
"The full visibility that you get from the backend is excellent."
"This product helps us to monitor performance of these environments."
"The most valuable feature of Alluvio AppResponse is the actual response time for measuring performance."
"Riverbed's product is a superb product."
"We require a staff of a small team to maintain the solution, and they can quickly find and troubleshoot problems in the database, transactions, unified communication, etc., because it is a very good tool that is very fast and very informative and gives you an overview where the problem is on the backend server or on the network side so you can then focus more deeply on that."
"It's a stable product. Riverbed has invested a significant amount of research and development into it, so it's a solid tool overall."
"Apache SkyWalking has impacted my organization positively."
"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 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 has significantly improved application visibility and reduced troubleshooting times while enhancing security reliability."
"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."
"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 pricing is on the higher side of things. If they could lower it, that would be ideal."
"Need to bring back the NetFlow module for AppResponse."
"Marketing is complex and not well understood, so often this product is not considered a good fit just for a surface look."
"The reporting models need improvement as most of the time, we have to customize the reports manually."
"Disks are heavily used for traffic capture and may break times to times but RAID feature avoids any production pause."
"Technical support needs to be more responsive."
"It's not able to monitor SAP transactions."
"The initial setup is straightforward, but you have to know a little about the product. It's not for everybody to just plug and play. If you know how the solution is implemented then it is straightforward."
"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."
"For AI and compliance, I would rate it a two, but for operation monitoring and security, I would rate it a five."
"Areas for improvement include simplified initial deployment and configurations, better documentation for advanced use cases, and more built-in dashboards and reports."
"Right now, I don't think it is stable."
"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."
 

Pricing and Cost Advice

"It is costly for small and medium businesses."
"The licensing model is expensive compared to its competitors, but the service it gives to your business, and the data quality, means that it's worth it."
"The price is a little bit high, especially because we have to pay an import tax."
"The solution is no more expensive than other products."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
15%
Performing Arts
11%
Comms Service Provider
9%
Financial Services Firm
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 Business7
Midsize Enterprise4
Large Enterprise10
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for Riverbed SteelCentral AppResponse?
The pricing of Riverbed Alluvio AppResponse is really high. Very few customers buy Riverbed because many do not have the sufficient budget. Its pricing is comparatively higher than SolarWinds. Rive...
What needs improvement with Riverbed SteelCentral AppResponse?
The reporting models need improvement as most of the time, we have to customize the reports manually. Additionally, a feature similar to SolarWinds AppStack, which provides a holistic view of the i...
What is your primary use case for Riverbed SteelCentral AppResponse?
We are the partner of Riverbed. Once any customer buys the Riverbed product, we deploy and configure it to meet their use cases. Alluvio AppResponse can identify if a page or an application is slow...
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

Riverbed AppResponse, OPNET SteelCentral AppResponse, ACE Live, OPNET, AppResponse Xpert
No data available
 

Overview

 

Sample Customers

N11.com, OneMain Financial, China Bank, Halkbank, Kaust
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 AppResponse vs. Apache SkyWalking and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.