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: September 2025).

Alluvio AppResponse vs. Datadog

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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

56th

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 (3rd), Log Management (4th), Container Monitoring (2nd), Cloud Monitoring Software (2nd), AIOps (1st), Cloud Security Posture Management (CSPM) (6th)

Mindshare comparison

As of October 2025, in the Application Performance Monitoring (APM) and Observability category, the mindshare of Alluvio AppResponse is 0.3%, up from 0.2% compared to the previous year. The mindshare of Datadog is 7.4%, down from 10.4% 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 (%)
Datadog	7.4%
Alluvio AppResponse	0.3%
Other	92.3%

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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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.

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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

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

"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."

"We really like the scalability capabilities."

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

"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."

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

"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

"The infrastructure monitoring capabilities, especially for our Kubernetes clusters, have helped us optimize resource allocation and reduce costs."

"Synthetic testing has been a game-changer, allowing us to catch potential problems before they impact real users."

"By moving to Datadog, we did not need to manage our own monitoring infrastructure anymore."

"APM is great and has provided low-effort out-of-the-box observability for various services."

"The integration into AWS is key as well as our software is currently bound to AWS."

"The solution is sufficiently stable."

"The tool's deployment is easy."

"APM and tracing are super useful."

More Datadog pros

Cons

"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."

"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."

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

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

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

"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."

More Alluvio AppResponse cons

"The wide range of products Datadog now offers can be a bit intimidating to developers."

"As a new customer, the Datadog user interface is a bit daunting."

"In terms of UI, everything is very small, which makes it quite difficult to navigate at times."

"Another issue that I have is with the search syntax, it could be simpler and it feels like there are too many ways to do the same things."

"I found the solution to be stable, I did not experience any bugs or glitches. However, some of the managing team did."

"It would be ideal if the product offered a bit more monitoring from our dashboard."

"Datadog does not have the feature where you can monitor external websites or check the SSL secure for websites."

"I like the idea of monitoring on the go yet it seems the options are still a bit limited out of the box."

More Datadog cons

Pricing and Cost Advice

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

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

"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."

"If you do your homework, you'll find that if you're really concerned with cost, it's good."

"It didn't scale well from the cost perspective. We had a custom package deal."

"This solution is budget friendly."

"Datadog does not provide any free plans to use the solution. When I start with a proof of concept it would be sensible to have a free plan to test the tool and check whether it fits the requirements of the project. Before the production stage, it is always good to have a free plan with some limited features, number of requests, or logs."

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

"They prefer monthly subscriptions."

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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868,787 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Financial Services Firm

16%

Performing Arts

12%

Energy/Utilities Company

Computer Software Company

Financial Services Firm

15%

Computer Software Company

14%

Manufacturing Company

Retailer

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	78
Midsize Enterprise	42
Large Enterprise	82

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

Download Alluvio AppResponse product report

Download Datadog 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

Datadog integrates extensive monitoring solutions with features like customizable dashboards and real-time alerting, supporting efficient system management. Its seamless integration capabilities with tools like AWS and Slack make it a critical part of cloud infrastructure monitoring.

Datadog offers centralized logging and monitoring, making troubleshooting fast and efficient. It facilitates performance tracking in cloud environments such as AWS and Azure, utilizing tools like EC2 and APM for service management. Custom metrics and alerts improve the ability to respond to issues swiftly, while real-time tools enhance system responsiveness. However, users express the need for improved query performance, a more intuitive UI, and increased integration capabilities. Concerns about the pricing model's complexity have led to calls for greater transparency and control, and additional advanced customization options are sought. Datadog's implementation requires attention to these aspects, with enhanced documentation and onboarding recommended to reduce the learning curve.

What are Datadog's Key Features?

Sharable Dashboards: Facilitate collaboration with customizable, intuitive dashboards.
Extensive Integrations: Seamlessly connects with tools like Slack and AWS to support workflows.
APM and RUM: Provides deep insights into application performance and user interactions.
Real-Time Tools: Enables agile responses to system issues with real-time monitoring.
Unified Tagging and Visualization: Eases management of complex systems with simplified visualization.

What Benefits and ROI Should Users Look For?

Efficient Troubleshooting: Centralized logging speeds up the identification and resolution of issues.
Streamlined Workflows: Integrations with popular tools enhance operational efficiency.
Improved Observability: Comprehensive monitoring improves system reliability and performance.
Resource Optimization: Efficient microservices and container management leads to better cloud resource utilization.
Responsive Alerts: Customizable alerts ensure timely identification of critical issues.

In industries like finance and technology, Datadog is implemented for its monitoring capabilities across cloud architectures. Its ability to aggregate logs and provide a unified view enhances reliability in environments demanding high performance. By leveraging real-time insights and integration with platforms like AWS and Azure, organizations in these sectors efficiently manage their cloud infrastructures, ensuring optimal performance and proactive issue resolution.

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

Alluvio AppResponse vs. Datadog