Alluvio AppResponse vs Sumo Logic Observability comparison

Alluvio AppResponse vs. Sumo Logic Observability

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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

48th

Average Rating

8.6

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

Network Monitoring Software (59th)

Sumo Logic Observability

Ranking in Application Performance Monitoring (APM) and Observability

22nd

Average Rating

7.8

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Cloud Monitoring Software (16th), AIOps (11th)

Mindshare comparison

As of July 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Alluvio AppResponse is 0.2%, up from 0.2% compared to the previous year. The mindshare of Sumo Logic Observability is 0.3%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability

Featured Reviews

Ahmet Kilic

Network and Security Unit Manager at Bankalararası Kart Merkezi (BKM)

It's a total solution that gives you end-to-end visibility at all levels

I rate Alluvio AppResponse 10 out of 10. If you work for a financial company especially, you probably face problems on the application side. The problem is easy to identify, but you need to determine the root cause. You can solve issues easily via AppResponse because it shows you all the details of your transactions so you can see the real problem in the database, network, software, etc. For example, you can find the solution easily if you create the right dashboard on your site. If you can't find the problem, you can observe or investigate PCAP.

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Shamshir Nangla

Site Reliability Engineer at LHV Bank

Getting up and running is easy, even for a newbie but management of searches definitely needs improvement

Operational effectiveness with regards to when there's an issue, when there's a reactive issue, people are able to, or as well as proactively, actually, because we use their PagerDuty integrations. We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening. With those same alerts, obviously, with that platform, you can use it to reactively start looking at troubleshooting issues as they're happening right then and there or incidents. So it's been very, very good for alerting and for troubleshooting issues. For predicting issues before they happen, it is not very good. They have a feature called anomaly detection, but I think it's quite premature compared to other stuff out there. So it's good for alerts and for troubleshooting operational effectiveness. When your operations are down or segregated, it's perfect because it will help you diagnose the issues.

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Quotes from Members

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

Pros

"AppResponse is a total solution that gives you end-to-end visibility into applications at all levels, from Layer 1 to Layer 7. We can trace all those sections: physical, IP, transport, presentation, application, etc. It gives us the full picture."

"The most valuable feature is performance monitoring."

"The most valuable feature of Alluvio AppResponse is the actual response time for measuring performance."

"Ability to see end to end user, application, server, and network response time and throughput data."

"When it comes to the ability to scale up the product, this is suitable for small medium and large environments,"

"We really like the scalability capabilities."

"Riverbed's product is a superb product."

"You need a packet capture device to perform any type of network monitoring. It helps ensure that network overloads don't happen with alerts allowing for proactive decisions."

More Alluvio AppResponse pros

"Alerting and consistency are key. We have different tiers with log collectors, and continuous querying provides near-real-time updates. It's almost like instantly when something happens, like pending transactions or error fees. This helps reduce incident resolution time compared to waiting for thresholds on other platforms. We can continue logging in with them seamlessly and quickly get into action."

"The product is easy to learn."

"We use queries in Sumo Logic to trigger alerts based on logging. That allows us to proactively identify issues as they're happening."

"Sumo Logic Observability presents a range of valuable features, including well-crafted dashboards and a diverse selection of helpful apps. However, personally, I don't hold a favorable opinion of the solution. While I don't struggle with writing queries, my main difficulty lies in recruiting competent individuals and ensuring their proficiency in utilizing the solution. This often leads to additional challenges and complexities. From my perspective, when compared to Microsoft Sentinel or even Splunk, Sumo Logic Observability has a steeper learning curve. One contributing factor to this disparity is the solution's long existence in the market compared to Synlogic. Nevertheless, I acknowledge that there are capable and knowledgeable professionals employed at Sumo Logic Observability. The effectiveness of the solution largely depends on how it is integrated into your internal operations and environment. Its utility and benefits can vary significantly. It is worth noting that organizations like the NSA and, I believe, the CIA used it in the past, primarily for rapidly searching and analyzing large volumes of data. To leverage its capabilities effectively, you must determine how to tailor it to your specific needs."

"I have not seen any stability issues in the product."

"The solution allows multiple groups to converge on a unified platform, allowing for different utilization by various teams."

Cons

"The recent changes in corporate structure may have caused some decrease in support quality."

"They need to better integrate with products and solutions from different vendors."

"Technical support needs to be more responsive."

"The recent changes in corporate structure may have caused some decrease in support quality."

"The AI features should be addressed in respect of the analysis and intelligence that must be supported and delivered in the tool to predigest the large amounts of data."

"Need to bring back the NetFlow module for AppResponse."

"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."

"If Alluvio AppResponse reduces its cost, it will be more beneficial for customers to monitor their application and network performance."

More Alluvio AppResponse cons

"Fine-grained data can be quite frustrating to work with and should be made easier."

"SearchUI.exe is a bit clunky in the product, making it an area where the product needs improvements."

"Implementing a more streamlined enrichment process, and conceptualizing the observability data collection as an ETL pipeline would be helpful."

"Documentation could be better. While it's generally good, sometimes finding what you need requires extensive searching. It's not always clear where to look for specific things."

"The speed of queries could be improved. When using more advanced functions, especially with large datasets like the 90-day log retention we had, queries could be slow, sometimes taking up to five minutes."

Pricing and Cost Advice

"The price is a little bit high, especially because we have to pay an import tax."

"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 solution is no more expensive than other products."

"I started on the free tier to try it out, but because of our usage, we're now paying for it."

"Now, they’re not charging by ingests anymore. You should expect the price to be a bit of an unknown and to basically increase as the business increases."

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Top Industries

By visitors reading reviews

Financial Services Firm

20%

Computer Software Company

13%

Energy/Utilities Company

Insurance Company

Computer Software Company

14%

Financial Services Firm

14%

Manufacturing Company

11%

Transportation Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about Riverbed SteelCentral AppResponse?

The most valuable feature of Alluvio AppResponse is the actual response time for measuring performance.

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 do you like most about Sumo Logic Observability?

The product is easy to learn.

What needs improvement with Sumo Logic Observability?

The speed of queries could be improved. When using more advanced functions, especially with large datasets like the 90-day log retention we had, queries could be slow, sometimes taking up to five m...

What is your primary use case for Sumo Logic Observability?

We used it for log observability – log aggregation specifically.

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Product Reports

Application Performance Monitoring (APM) and Observability

Download Alluvio AppResponse product report

Sumo Logic Observability

Download Sumo Logic Observability product report

Also Known As

Riverbed AppResponse, OPNET SteelCentral AppResponse, ACE Live, OPNET, AppResponse Xpert

No data available

Overview

Alluvio AppResponse provides fast packet capture and storage that feeds intelligent network and application analysis with fast troubleshooting workflows to speed problem diagnosis and resolution. AppResponse delivers full stack application analysis—from packets to web pages - enabling you observe all network and application interactions as they cross the wire, whether they are encrypted or not. Using powerful, flexible network and application analytics and workflows, AppResponse speeds problem diagnosis and resolution, helping you get to answers fast

Riverbed

Sumo Logic Observability is widely used for log aggregation, analysis, and SIEM capabilities. It assists in monitoring data, creating dashboards, and managing log storage.

Sumo Logic Observability helps teams with logging in production, debugging with trace IDs, and performing queries across large datasets. Developers leverage centralized logs for error detection and tracking metrics like successful transactions and data volume. Security teams integrate it with SOAR systems for automation and enhanced security investigations.

What are the key features?

Well-crafted dashboards: Provides visually appealing and easy-to-use dashboards.
Diverse apps: Supports multiple applications for various use cases.
Centralized management: Enables streamlined log management from a unified platform.
Near-real-time alerting: Facilitates quick incident resolution with timely notifications.
Continuous querying: Allows for constant data analysis without interruptions.
Proprietary query language: Offers a robust and flexible language for complex queries.
Custom field creation: Simplifies addition of custom fields for better data categorization.
Robust data tracing: Ensures effective log tracing for efficient debugging and analysis.

What benefits or ROI should users look for?

Improved error detection: Helps quickly identify and address errors in production.
Enhanced security: Integrates with SOAR for better security automation and investigation.
Efficient log management: Centralizes log storage and management, simplifying processes.
Timely incident resolution: Near-real-time alerts and continuous queries lead to faster issue resolution.
Customizable to user needs: Offers flexibility with custom fields and a proprietary query language.

Industries like finance, healthcare, and technology implement Sumo Logic Observability to monitor sensitive data, manage high transaction volumes, and ensure compliance with regulatory standards. Security and development teams benefit from its robust capabilities, enabling effective collaboration and streamlined operations.

Sumo Logic

Sample Customers

N11.com, OneMain Financial, China Bank, Halkbank, Kaust

Information Not Available

Alluvio AppResponse vs. Sumo Logic Observability