Alluvio AppResponse vs Google Cloud's operations suite (formerly Stackdriver) comparison

Riverbed and Google are both solutions in the Application Performance Monitoring (APM) and Observability category. Riverbed is ranked #47 with an average rating of 8.0, while Google is ranked #26 with an average rating of 10.0. Riverbed holds a 0.5% mindshare in APM, compared to Google’s 0.9% mindshare. Additionally, 93% of Riverbed users are willing to recommend the solution, compared to 100% of Google users who would recommend it.

Alluvio AppResponse

Read 17 Alluvio AppResponse reviews

2,029 Views
933 Comparison Views

93% willing to recommend

Google Cloud's operations s...

Read 10 Google Cloud's operations suite (formerly Stackdriver) reviews

2,613 Views
1,907 Comparison Views

100% willing to recommend

Alluvio AppResponse

Google Cloud's operations s...

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Executive SummaryUpdated on Jul 24, 2024

Alluvio AppResponse and Google Cloud's operations suite are competitive products in the monitoring and performance management space. While Alluvio AppResponse is noted for its pricing and support, Google Cloud's operations suite stands out due to its extensive features.

What features are offered by Alluvio AppResponse in comparison to Google Cloud's operations suite (formerly Stackdriver)?

Alluvio AppResponse offers detailed network performance monitoring, packet analysis capabilities, and straightforward deployment. Google Cloud's operations suite provides extensive cloud monitoring, logging functionality, and advanced analytics which gives it a competitive edge in features.

What areas of improvement can be found in Alluvio AppResponse in comparison to Google Cloud's operations suite (formerly Stackdriver)?

Alluvio AppResponse needs enhancements in scalability and better integration with other tools. Google Cloud's operations suite requires a smoother setup process, improved error reporting, and a reduced learning curve.

How is the ease of deployment and customer service of Alluvio AppResponse in comparison to Google Cloud's operations suite (formerly Stackdriver)?

Alluvio AppResponse is praised for its straightforward deployment and responsive customer support. Google Cloud's operations suite, while robust, has a steeper learning curve and users cite a need for improvement in customer service response times.

What setup costs and ROI can be seen with Alluvio AppResponse in comparison to Google Cloud's operations suite (formerly Stackdriver)?

Alluvio AppResponse is considered cost-effective with a good return on investment. Google Cloud's operations suite is perceived as more expensive but worth the investment due to its comprehensive feature set.

To learn more, read our detailed Alluvio AppResponse vs. Google Cloud's operations suite (formerly Stackdriver) Report (Updated: February 2026).

Buyer's Guide

Alluvio AppResponse vs. Google Cloud's operations suite (formerly Stackdriver)

February 2026

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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

47th

Average Rating

8.6

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

Network Monitoring Software (55th)

Google Cloud's operations s...

Ranking in Application Performance Monitoring (APM) and Observability

26th

Average Rating

8.2

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Log Management (23rd), Cloud Monitoring Software (17th)

Mindshare comparison

As of February 2026, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Alluvio AppResponse is 0.5%, up from 0.2% compared to the previous year. The mindshare of Google Cloud's operations suite (formerly Stackdriver) is 0.9%, down from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Performance Monitoring (APM) and Observability Market Share Distribution
Product	Market Share (%)
Google Cloud's operations suite (formerly Stackdriver)	0.9%
Alluvio AppResponse	0.5%
Other	98.6%

Application Performance Monitoring (APM) and Observability

Featured Reviews

Satyam Kumar

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.

Read full review

Anand_Patel

Senior Technical Architect at T-Systems International GmbH

Offers reliable Ops Agent and logging transport feature with easy third-party integrations

As part of our company, we implemented several changes in our log analytics pattern, including the storage and procurement process. Earlier, before implementing the solution, our company was able to procure only one year of data, but later, we came to the three-year mark. Around 15-20% reduction has been witnessed in the total analytic consumption of our company. The aforementioned result was possible because the solution allowed the creation of a dashboard where factors like storage costs, proportion of logs, and logs presence in a storage bucket or Big Query can all be checked. Earlier all logs were stored in a raw storage, but currently our company is able to move logs in table bucket that contributes towards cost savings. It has default integration for all gcp services. recently managed Prometheus support gives more flexibility to organizations to remain connected with their current Prometheus setup. We leveraged integrated FinOps Hub for recommendations for our workloads and server configurations, helpd us lot in order to get maximum TCO.

Read full review

Quotes from Members

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

Pros

"Riverbed's product is a superb product."

"With some APM solutions, it can take a long time to check a periodic report, but you can get all the necessary details quickly with AppResponse."

"We really like the scalability capabilities."

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

"The most valuable feature is performance monitoring."

"I have found the AppResponse, which is a packet capture solution, very good. It gives you the ability to drill down back in time. You've got all the packets there. You can troubleshoot it later, not immediately. It's very interesting."

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

"It's a stable product. Riverbed has invested a significant amount of research and development into it, so it's a solid tool overall."

More Alluvio AppResponse pros

"It's easy to use."

"We find the solution to be stable."

"Offers a valuable logging transport feature"

"The most valuable feature is the multi-cloud integration, where there is support for both GCP and AWS."

"I like the monitoring feature."

"The cloud login enables us to get our logs from the different platforms that we currently use."

"Google's technical support is very good."

"The features that I have found most valuable are its graphs - if I need any statistics, in Kubernetes or Kong level or VPN level, I can quickly get the reports."

More Google Cloud's operations suite (formerly Stackdriver) pros

Cons

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

"Technical support needs to be more responsive."

"Integration between NPM and APM solutions would improve efficiency. There is no agent on the server site related to AppResponse."

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

"The reporting models need improvement as most of the time, we have to customize the reports manually."

"Alluvio AppResponse should improve its ability to expand across multiple operating systems."

"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."

More Alluvio AppResponse cons

"If I want to track any round-trip or breakdowns of my response times, I'm not able to get it. My request goes through various levels of the Google Cloud Platform (GCP) and comes back to my client machine. Suppose that my request has taken 10 seconds overall, so if I want to break it down, to see where the delay is happening within my architecture, I am not able to find that out using Stackdriver."

"The product provides minimal metrics that are insufficient."

"The logging functionality could be better."

"Lacking sufficient operations documentation."

"It is difficult to estimate in advance how much something is going to cost."

"The process of logging analytics can be improved"

"It could be more stable."

"It could be even more automated."

More Google Cloud's operations suite (formerly Stackdriver) cons

Pricing and Cost Advice

"The solution is no more expensive than other products."

"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 cost of using Stackdriver depends on usage."

"The cost could be lower."

"We have a basic standard license without any additional costs."

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Top Industries

By visitors reading reviews

Performing Arts

14%

Financial Services Firm

14%

Media Company

Manufacturing Company

Financial Services Firm

15%

Computer Software Company

12%

Comms Service Provider

University

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	4
Large Enterprise	10

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	8

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...

See all answers

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...

See all answers

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...

See all answers

What is your experience regarding pricing and costs for Google Stackdriver?

As Ops Suite, is a google product which effectively comes at zero setup cost, in order to manage your on-premises logs on onsite, it involves negligible cost for using ops agent and it also include...

See all answers

What needs improvement with Google Stackdriver?

If the errors are caught early in the interface, it would be easier for users to manage. The process of logging analytics can be improved.

See all answers

What is your primary use case for Google Stackdriver?

I use the solution for logging, defining alerts, and monitoring. Our company's Java and Python logging teams mainly use it.

See all answers

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Compared 6% of the time

Dynatrace vs Alluvio AppResponse

Compared 5% of the time

Nagios XI vs Alluvio AppResponse

Compared 5% of the time

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Compared 14% of the time

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Compared 9% of the time

Amazon CloudWatch vs Google Cloud's operations suite (formerly Stackdriver)

Compared 6% of the time

New Relic vs Google Cloud's operations suite (formerly Stackdriver)

Compared 5% of the time

Sentry vs Google Cloud's operations suite (formerly Stackdriver)

Compared 5% of the time

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Product Reports

Buyer's Guide

Application Performance Monitoring (APM) and Observability

January 2026

Download Alluvio AppResponse product report

Buyer's Guide

Application Performance Monitoring (APM) and Observability

January 2026

Google Cloud's operations suite (formerly Stackdriver) report

Download Google Cloud's operations suite (formerly Stackdriver) product report

Also Known As

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

Google Stackdriver, Stackdriver Monitoring, Stackdriver Logging, Google Cloud Monitoring

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

Real-time log management and analysis

Cloud Logging is a fully managed service that performs at scale and can ingest application and platform log data, as well as custom log data from GKE environments, VMs, and other services inside and outside of Google Cloud. Get advanced performance, troubleshooting, security, and business insights with Log Analytics, integrating the power of BigQuery into Cloud Logging.

Built-in metrics observability at scale

Cloud Monitoring provides visibility into the performance, uptime, and overall health of cloud-powered applications. Collect metrics, events, and metadata from Google Cloud services, hosted uptime probes, application instrumentation, and a variety of common application components. Visualize this data on charts and dashboards and create alerts so you are notified when metrics are outside of expected ranges.

Stand-alone managed service for running and scaling Prometheus

Managed Service for Prometheus is a fully managed Prometheus-compatible monitoring solution, built on top of the same globally scalable data store as Cloud Monitoring. Keep your existing visualization, analysis, and alerting services, as this data can be queried with PromQL or Cloud Monitoring.

Monitor and improve your application's performance

Application Performance Management (APM) combines the monitoring and troubleshooting capabilities of Cloud Logging and Cloud Monitoring with Cloud Trace and Cloud Profiler to help you reduce latency and cost so you can run more efficient applications.

Google

Sample Customers

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

Uber, Batterii, Q42, Dovetail Games

Buyer's Guide

Alluvio AppResponse vs. Google Cloud's operations suite (formerly Stackdriver)

February 2026

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