Alluvio AppResponse vs Datadog comparison

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Alluvio AppResponse

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Executive SummaryUpdated on Jul 13, 2025

Alluvio AppResponse and Datadog are both network monitoring and application performance management products. Datadog appears to have the upper hand due to more extensive features, even though it comes at a higher cost.

Features: Alluvio AppResponse offers comprehensive insights into network performance with traffic analysis, user-friendly application response time monitoring, and complete packet visibility. Datadog provides a robust platform with broad observability features, advanced integration capabilities, and custom metrics tracking.

Room for Improvement: Alluvio AppResponse may benefit from expanded integration options, improved user interface, and enhanced data accessibility through APIs. Datadog could enhance deployment time, reduce steep learning curves for non-technical users, and improve cost-effectiveness for small businesses.

Ease of Deployment and Customer Service: Alluvio AppResponse is admired for easy deployment and responsive customer service, easing users into the system. Datadog’s cloud-based deployment simplifies setup with active support, although the feature breadth can prolong the deployment phase.

Pricing and ROI: Alluvio AppResponse provides cost-effective pricing with a good initial investment, delivering a reasonable ROI through its functionality. Datadog requires a larger investment due to higher ongoing costs but offers substantial ROI from its extensive capabilities.

To learn more, read our detailed Alluvio AppResponse vs. Datadog Report (Updated: July 2025).

Alluvio AppResponse vs. Datadog

July 2025

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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

Ranking in Network Monitoring Software

61st

Average Rating

8.6

Reviews Sentiment

7.6

Number of Reviews

Ranking in other categories

No ranking in other categories

Datadog

Ranking in Application Performance Monitoring (APM) and Observability

1st

Ranking in Network Monitoring Software

4th

Average Rating

8.6

Reviews Sentiment

7.1

Number of Reviews

188

Ranking in other categories

IT Infrastructure Monitoring (2nd), Log Management (3rd), Container Monitoring (1st), Cloud Monitoring Software (2nd), AIOps (1st), Cloud Security Posture Management (CSPM) (7th)

Mindshare comparison

As of August 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 Datadog is 8.5%, down from 10.3% 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.

Read full review

reviewer820579

Senior Product Manager at Redfin Corp

Single pane of glass, easy to share dashboards, and good for monitoring

We've had some issues where we had Datadog automatically turned on in AWS regions that we weren't using, which incurred a small but steady cost that amounted to tens of thousands of dollars spent over a few weeks. I wish there was a global setting that lets an admin restrict which regions DD is turned on in as a default setup step. Sometimes, the APM service dashboard link isn't sharable. I click something in the service catalog, and on that service's APM default view, I try to share a link to that with a teammate, and they reach a blank or error screen. I wish there was more organization and detail in the suggestions when I use the query editor. I'm never quite sure when the autofill dropdown shows up if I'm seeing some custom tag or some default property, so I have to know exactly what I'm looking for in order to build a chart. It's hard to navigate and explore using the query autofill suggestions without knowing exactly what tag to look for. It's been a bit hard to understand how data gets sampled or how many data points a particular dashboard value is using. We've had questions over the RUM metrics that we see and we had to ask for help with how values are calculated, bin sizes, etc to get confidence in our data.

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

"We really like the scalability capabilities."

"The most valuable feature is performance monitoring."

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

"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."

"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."

"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."

"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."

"Riverbed's product is a superb product."

More Alluvio AppResponse pros

"The solution is sufficiently stable."

"It is a good one stop location where we keep all our data for our infrastructure, and it's also easier to navigate between different things."

"The solution has improved the organization by providing good insights into app performance and offering good dashboards."

"Our primary alerts, based on metrics and synthetic transactions, are the most used and relied upon for decreased MTTA/MTTR across all of our platforms. This is followed by deep log analysis that enables us to quickly and easily get to a preliminary root cause that someone on the infrastructure, platform or development teams can take and focus their attention on the precise target that Datadog revealed as the issue to be remediated."

"The ingestion points are unlimited and support customization. We haven't had anything yet that we haven't been able to integrate with it."

"The management of SLOs and their related burn-rate monitors have allowed us to onboard teams to on-call fast."

"The flexibility to create notebooks and dashboards and fully customize them gives us a lot of power to track the exact services and endpoints we are working on."

"This is definitely a good product and I would consider them one of the leaders within the application monitoring and cloud monitoring space."

More Datadog pros

Cons

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

"The pricing is on the higher side of things. If they could lower it, that would be ideal."

"Technical support needs to be more responsive."

"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."

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

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

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

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

More Alluvio AppResponse cons

"Delta traces on the Golang profiler are extremely expensive concerning memory utilization."

"If there were a more cost-effective manner of deploying the tool, we'd be more likely to adopt it more widely."

"The current way accounts are billed could be vastly improved - especially when involving multiple organizations across multiple accounts in combination with reserved commitments."

"They need to offer better/more customization on what logs we get and making tracing possible on Edge runtime logs is a real requirement."

"The cost is pretty high."

"I'd like to see an expansion of the Android and IOS apps to have a simplified CI/CD pipeline history view."

"We need more integration with security tools like Drata."

"I would like testing for data in the future."

More Datadog cons

Pricing and Cost Advice

"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."

"It is costly for small and medium businesses."

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

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

"Our licensing fees are paid on a monthly basis."

"They prefer monthly subscriptions."

"I am not satisfied with its licensing. Its payment is based on the exported data, and there was an explosion of the data for three or four weeks. My customer was not alerted, and there was no way for them to see that there has been an explosion of data. They got a big invoice for one or two months. The pricing model of Datadog is based on the data. The customer was quite surprised about not being alerted about this explosion of data. They should provide some kind of alert when there is an increase in usage."

"Pricing seemed easy until the bill came in and some things were not accounted for."

"Pricing and licensing are reasonable for what they give you. You get the first five hosts free, which is fun to play around with. Then it's about four dollars a month per host, which is very affordable for what you get out of it. We have a lot of hosts that we put a lot of custom metrics into, and every host gives you an allowance for the number of custom metrics."

"While it is an expensive product, I would rate the pricing level at four out of five."

"It has a module-based pricing model."

"My advice is to really keep an eye on your overage costs, as they can spiral really fast."

More Datadog pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Application Performance Monitoring (APM) and Observability solutions are best for your needs.

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865,295 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

17%

Performing Arts

10%

Energy/Utilities Company

Computer Software Company

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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...

Any advice about APM solutions?

There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...

Datadog vs ELK: which one is good in terms of performance, cost and efficiency?

With Datadog, we have near-live visibility across our entire platform. We have seen APM metrics impacted several times lately using the dashboards we have created with Datadog; they are very good c...

Which would you choose - Datadog or Dynatrace?

Our organization ran comparison tests to determine whether the Datadog or Dynatrace network monitoring software was the better fit for us. We decided to go with Dynatrace. Dynatrace offers network ...

vRealize Network Insight vs Alluvio AppResponse

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Product Reports

Application Performance Monitoring (APM) and Observability

August 2025

Download Alluvio AppResponse product report

Download Datadog product report

August 2025

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

Datadog is a comprehensive cloud monitoring platform designed to track performance, availability, and log aggregation for cloud resources like AWS, ECS, and Kubernetes. It offers robust tools for creating dashboards, observing user behavior, alerting, telemetry, security monitoring, and synthetic testing.

Datadog supports full observability across cloud providers and environments, enabling troubleshooting, error detection, and performance analysis to maintain system reliability. It offers detailed visualization of servers, integrates seamlessly with cloud providers like AWS, and provides powerful out-of-the-box dashboards and log analytics. Despite its strengths, users often note the need for better integration with other solutions and improved application-level insights. Common challenges include a complex pricing model, setup difficulties, and navigation issues. Users frequently mention the need for clearer documentation, faster loading times, enhanced error traceability, and better log management.

What are the key features of Datadog?

Graphs and Dashboards: Visualizes servers and infrastructure with customizable views.
Metrics: Offers deep insights into system performance and user behavior.
Log Management: Provides powerful analytics for logs and seamless log aggregation.
Unified Tagging: Facilitates organization and retrieval of metrics and logs.
APM and RUM: Enables application performance monitoring and real user monitoring for comprehensive insights.
Synthetic Testing: Allows the simulation of user interactions to test application performance.

What benefits and ROI should users look for in reviews?

System Reliability: Helps ensure uptime and performance across cloud environments.
Proactive Issue Resolution: Assists in identifying and resolving issues before they impact users.
Operational Efficiency: Streamlines monitoring and log management tasks.
Flexible Integrations: Adapts to various cloud services and infrastructure setups.
Real-Time Alerts: Provides timely notifications to address problems swiftly.

Datadog is implemented across different industries, from tech companies monitoring cloud applications to finance sectors ensuring transactional systems' performance. E-commerce platforms use Datadog to track and visualize user behavior and system health, while healthcare organizations utilize it for maintaining secure, compliant environments. Every implementation assists teams in customizing monitoring solutions specific to their industry's requirements.

Sample Customers

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

Adobe, Samsung, facebook, HP Cloud Services, Electronic Arts, salesforce, Stanford University, CiTRIX, Chef, zendesk, Hearst Magazines, Spotify, mercardo libre, Slashdot, Ziff Davis, PBS, MLS, The Motley Fool, Politico, Barneby's