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Synthetic vs Real Application Monitoring: Why You Need Both

Denis Goodwin

In order to properly manage your applications and user experience you need to start with monitoring them. Application monitoring is evolving — from its beginnings of simply pinging a server to see if it is up, to new, more sophisticated techniques which monitor every detail of a user interaction. How do you decide what techniques to use, should you abandon old methods for new? What’s the difference between Synthetic monitoring and real application monitoring?

There are advantages and disadvantages to both and no need to pick just one. Let’s take a brief look at each technique and see why together they’re better.

There are two main techniques used to monitor applications.

Synthetic monitoring, also called directed monitoring, and Real monitoring, also called passive monitoring; with each method there can be variations in the specifics of performing the task.


What is Synthetic Monitoring?

Synthetic or directed monitoring is a method to monitor your applications by simulating users – directing the path taken through the application. This directed monitoring provides information as to the uptime and performance of your critical business transactions, and most common paths in the application.

The questions that synthetic monitoring answers include:

■ Is my site up?

■ How fast is my site?

■ Are transactions working?

■ If there is a slow down or failure where is it in the infrastructure?

■ Are my third party components operating correctly?

■ How is my overall performance?

■ Am I striking the correct balance of performance versus cost?

Synthetic monitoring does not definitively tell you what your actual users are actually experiencing. In practice that means that you can have all green lights in the data center but a user experience that is broken, slow, and impacting business. Some examples of problems that synthetic monitoring does not find include:

■ Problems with specific browsers or devices that are not included in the synthetic tests

■ Problems with a path other than the ones being tested

■ Geographical problems not specifically measured- the network between a particular location and your application server.

■ Specific individual actions taken by users such as choosing items to add to a cart, can cause problems and synthetic testing cannot cover every iteration.

■ Intermittent problems can be highly troublesome since synthetic tests may not experience the problem when they are run.

What is Real Monitoring?

Real or passive monitoring is a method to monitor your end user activity on your application. Also known as real-user measurement, real-user metrics, or end-user experience monitoring (EUM), this passive monitoring, relies on Web-monitoring services that continuously observe your system in action, tracking availability, functionality, and responsiveness.

So in contrast to synthetic monitoring, real monitoring is unscripted. Information is gathered as users use the application live so the information is only about what users are doing. When an alert is issued, then it is something that actual users experience.

Real monitoring answers these questions:

■ What are users actually doing on the site-traffic flow?

■ What is the performance of the pages, and which components are slowest?

■ Am I fulfilling SLAs?

■ Did my latest release affect the user experience?

■ How does the user experience tie back to other areas of the company such as support?

Real monitoring doesn’t tell you anything about system availability if there are no users on the system. It can’t tell you if there are any problems in the infrastructure along paths that users aren’t on.

The Power of Using Synthetic and Real Together

Where real monitoring techniques provide insight into how your user actually interacts with your website or application, synthetic monitoring provides a similar assessment of expected user experience along with the benefits of true availability monitoring, third-party impact, and consistent base lining capabilities.

Combining synthetic and real monitoring gives a complete view of the user experience along with high level root cause clues. Real monitoring can miss outages, page errors, and third-party problems; while synthetic is really only a proxy for real-user experience and can miss problems experienced by various user populations. In this case, the whole really is greater than the sum of the parts. Using synthetic and real monitoring together provides a complete view of the system, infrastructure and user experience. Using both techniques in tandem eliminates those inherent blind spots and can provide an organization with the best view of their users’ experience – both actual and potential.

As important as these technical advances are, they also support organizational change creating a climate where everyone is responsible for the user experience.

■ Visibility provides efficiencies

■ Eliminates finger pointing

■ Reduces MTTR

■ Understanding impact on actual users allows for better business decisions

■ Brings business owners into the discussion

A unified system combining both synthetic and real monitoring not only facilitates these organizational changes but if it is implemented well, it provides much greater ease of use, with only one system to learn and data combined and displayed in a common manner.

This blog is an excerpt from a new interactive eBook from SmartBear, The Definitive Guide to Synthetic Vs Real Application Monitoring.

Denis Goodwin is Director of Product Management, APM, AlertSite UXM, SmartBear Software.

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Synthetic vs Real Application Monitoring: Why You Need Both

Denis Goodwin

In order to properly manage your applications and user experience you need to start with monitoring them. Application monitoring is evolving — from its beginnings of simply pinging a server to see if it is up, to new, more sophisticated techniques which monitor every detail of a user interaction. How do you decide what techniques to use, should you abandon old methods for new? What’s the difference between Synthetic monitoring and real application monitoring?

There are advantages and disadvantages to both and no need to pick just one. Let’s take a brief look at each technique and see why together they’re better.

There are two main techniques used to monitor applications.

Synthetic monitoring, also called directed monitoring, and Real monitoring, also called passive monitoring; with each method there can be variations in the specifics of performing the task.


What is Synthetic Monitoring?

Synthetic or directed monitoring is a method to monitor your applications by simulating users – directing the path taken through the application. This directed monitoring provides information as to the uptime and performance of your critical business transactions, and most common paths in the application.

The questions that synthetic monitoring answers include:

■ Is my site up?

■ How fast is my site?

■ Are transactions working?

■ If there is a slow down or failure where is it in the infrastructure?

■ Are my third party components operating correctly?

■ How is my overall performance?

■ Am I striking the correct balance of performance versus cost?

Synthetic monitoring does not definitively tell you what your actual users are actually experiencing. In practice that means that you can have all green lights in the data center but a user experience that is broken, slow, and impacting business. Some examples of problems that synthetic monitoring does not find include:

■ Problems with specific browsers or devices that are not included in the synthetic tests

■ Problems with a path other than the ones being tested

■ Geographical problems not specifically measured- the network between a particular location and your application server.

■ Specific individual actions taken by users such as choosing items to add to a cart, can cause problems and synthetic testing cannot cover every iteration.

■ Intermittent problems can be highly troublesome since synthetic tests may not experience the problem when they are run.

What is Real Monitoring?

Real or passive monitoring is a method to monitor your end user activity on your application. Also known as real-user measurement, real-user metrics, or end-user experience monitoring (EUM), this passive monitoring, relies on Web-monitoring services that continuously observe your system in action, tracking availability, functionality, and responsiveness.

So in contrast to synthetic monitoring, real monitoring is unscripted. Information is gathered as users use the application live so the information is only about what users are doing. When an alert is issued, then it is something that actual users experience.

Real monitoring answers these questions:

■ What are users actually doing on the site-traffic flow?

■ What is the performance of the pages, and which components are slowest?

■ Am I fulfilling SLAs?

■ Did my latest release affect the user experience?

■ How does the user experience tie back to other areas of the company such as support?

Real monitoring doesn’t tell you anything about system availability if there are no users on the system. It can’t tell you if there are any problems in the infrastructure along paths that users aren’t on.

The Power of Using Synthetic and Real Together

Where real monitoring techniques provide insight into how your user actually interacts with your website or application, synthetic monitoring provides a similar assessment of expected user experience along with the benefits of true availability monitoring, third-party impact, and consistent base lining capabilities.

Combining synthetic and real monitoring gives a complete view of the user experience along with high level root cause clues. Real monitoring can miss outages, page errors, and third-party problems; while synthetic is really only a proxy for real-user experience and can miss problems experienced by various user populations. In this case, the whole really is greater than the sum of the parts. Using synthetic and real monitoring together provides a complete view of the system, infrastructure and user experience. Using both techniques in tandem eliminates those inherent blind spots and can provide an organization with the best view of their users’ experience – both actual and potential.

As important as these technical advances are, they also support organizational change creating a climate where everyone is responsible for the user experience.

■ Visibility provides efficiencies

■ Eliminates finger pointing

■ Reduces MTTR

■ Understanding impact on actual users allows for better business decisions

■ Brings business owners into the discussion

A unified system combining both synthetic and real monitoring not only facilitates these organizational changes but if it is implemented well, it provides much greater ease of use, with only one system to learn and data combined and displayed in a common manner.

This blog is an excerpt from a new interactive eBook from SmartBear, The Definitive Guide to Synthetic Vs Real Application Monitoring.

Denis Goodwin is Director of Product Management, APM, AlertSite UXM, SmartBear Software.

The Latest

2020 was the equivalent of a wedding with a top-shelf open bar. As businesses scrambled to adjust to remote work, digital transformation accelerated at breakneck speed. New software categories emerged overnight. Tech stacks ballooned with all sorts of SaaS apps solving ALL the problems — often with little oversight or long-term integration planning, and yes frequently a lot of duplicated functionality ... But now the music's faded. The lights are on. Everyone from the CIO to the CFO is checking the bill. Welcome to the Great SaaS Hangover ...

Regardless of OpenShift being a scalable and flexible software, it can be a pain to monitor since complete visibility into the underlying operations is not guaranteed ... To effectively monitor an OpenShift environment, IT administrators should focus on these five key elements and their associated metrics ...

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

Image
Azul

According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...