List Of Top 10 Synthetic Monitoring Tools
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Engineering tools

List Of Top 10 Synthetic Monitoring Tools

Siddarth Jain
Apr 2, 2024
10 min read
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Introduction To Synthetic Monitoring

If you've ever wondered how to keep your digital services running smoothly—like that meticulously orchestrated behind-the-scenes ballet that happens every time a user clicks on your app or website—then you're thinking about synthetic monitoring. 

It's one of those crucial cogs in the digital machinery that often goes unnoticed, yet without it, the entire ensemble might falter.

What Exactly Is Synthetic Monitoring?

Let's break it down. Synthetic monitoring involves deploying bots or scripts to simulate user interactions with your software, applications, or websites. These bots tirelessly perform predetermined tasks (like logging in, clicking around, or filling out forms) to test load times, functionality, and the overall user experience. 

This happens across different environments and at all hours, providing a continuous health check for your systems.

The purpose here is twofold: ensure functionality and optimize performance. Think of it as both a diagnostic tool and a forward-looking system that helps refine user experience continuously.

💡 Pro Tip

While choosing the right monitoring tools is crucial, managing alerts across multiple tools can become overwhelming. Modern teams are using AI-powered platforms like Dr. Droid to automate cross-tool investigation and reduce alert fatigue.

How Synthetic Monitoring Tools Benefit Engineering Teams

Imagine this: It’s the eve of a major product launch, and the engineering team at a bustling tech startup is burning the midnight oil. After months of development, the new application is poised to revolutionize how their customers engage with their services.

 There’s just one hurdle left—the final pre-launch review to ensure everything runs like clockwork. 

Suddenly, during a routine test, the server response time spikes, and a critical feature fails. The team scrambles, tracing logs and tweaking configurations, but the clock is ticking. The stress is palpable—everyone feels the weight of the potential fallout from a botched launch.

Synthetic monitoring tools pose as the unsung heroes for teams like this. By simulating user interactions and automating tests 24/7, these tools offer a proactive approach to ensuring application robustness and a stellar user experience. 

Here’s how they turn potential disasters into triumphs:

  1. Constant Vigilance, Effortless Anticipation

The primary draw of synthetic monitoring tools is their ability to continually test and monitor applications by simulating user traffic. 

It ensures that no matter where your users are or what device they use, they get the experience you've promised.

  1. Early Detection, Swift Resolution

One of the top features these tools boast is the early detection of potential issues before they affect real users. 

Synthetic monitoring acts as a canary in the coal mine, alerting engineers about response time delays, functionality breakdowns, or downtime that could derail user experience.

 For engineers, this means they can pinpoint and fix issues before they escalate, often deploying solutions with no disruption to the user experience.

  1. Performance Benchmarks, Optimized Outcomes

Performance benchmarking is another standout feature. By continuously tracking how well the application performs against predetermined benchmarks, synthetic monitoring tools provide a clear picture of whether the current infrastructure can handle the projected load. 

This helps engineering teams make informed decisions about necessary upgrades or optimizations, ensuring the application scales seamlessly as user demand grows.

  1. Comprehensive Reporting, Informed Decision-Making

Engineers receive reports that highlight not just what went wrong, but how, when, and under what conditions. 

This detailed analysis aids in not just troubleshooting but also in understanding user behavior patterns, helping tailor future development to align closely with user expectations.

In essence, synthetic monitoring tools empower engineering teams by offering them a bird’s-eye view of their application’s performance, equipped with the foresight to anticipate issues, the data to understand them, and the tools to fix them proactively.

💡 Pro Tip

While choosing the right monitoring tools is crucial, managing alerts across multiple tools can become overwhelming. Modern teams are using AI-powered platforms like Dr. Droid to automate cross-tool investigation and reduce alert fatigue.

Popular Tools For Synthetic Monitoring

Let's look into some popular solutions that are helping teams keep their digital experiences polished and performant.

In the next section we’ll cover the following tools known for Synthetic Monitoring:

  1. Datadog
  2. New Relic
  3. Sematext
  4. Pingdom
  5. Dynatrace
  6. SpeedCurve
  7. Site24x7
  8. Checkly
  9. Uptime.com
  10. SmartBear

💡 Pro Tip

While choosing the right monitoring tools is crucial, managing alerts across multiple tools can become overwhelming. Modern teams are using AI-powered platforms like Dr. Droid to automate cross-tool investigation and reduce alert fatigue.

Datadog

Datadog, founded in 2010, offers a robust, cloud-based platform for comprehensive infrastructure monitoring. Known for real-time tracking and intuitive dashboards, it helps teams quickly identify and resolve performance issues.

Benefits

datadog

Datadog, founded in 2010,  is a robust, cloud-based platform that offers extensive monitoring capabilities across your infrastructure. Known for its real-time data tracking and intuitive dashboards, Datadog helps teams quickly identify and rectify performance bottlenecks.

  • Open Source: Not open source, but offers API integrations.
  • Capability to ping an API from different geos/IPs: Offers global testing locations to simulate user interactions from around the world.
  • Uptime statistics and report: Provides real-time uptime monitoring with comprehensive reporting capabilities.
  • Automated analysis on API/Page performance: Delivers automated insights into API and page performance to quickly identify bottlenecks.
  • Script/code-based setup vs UI-based setup: Supports both script-based configurations for detailed setups and a user-friendly UI for simpler interactions.
  • Functional testing of features: Allows the creation of multi-step API tests to check complex interactions.
  • Status Page extensibility: Integrates with external status pages to communicate uptime and downtime events.
  • Community Feedback: Generally positive, especially for its user-friendly interface and powerful analytics. Some users find alerting can be complex to configure.

Things to consider

  • Can become expensive at scale.
  • Some reports of a steep learning curve for new users.

Pricing

Offers multiple plans, including a Free tier with basic features for upto 5 hosts Pro plan starting at $15 per host per month, Enterprise plan starting at $23 per host per month.

Relevant Links

New Relic

New Relic, founded in 2008, offers powerful application performance monitoring with deep diagnostic capabilities. It helps teams proactively manage application health and optimize user experience through actionable insights.

Benefits

new relic

New Relic stands out for its ability to deliver actionable insights through deep diagnostic capabilities, making it especially powerful for application performance monitoring. Founded in 2008, this tool is renowned for helping teams proactively manage application health by detecting and resolving issues before they impact users, ensuring optimal performance and enhancing user experience.

  • Open Source: Not open source, commercial with some open integrations.
  • Capability to ping an API from different geos/IPs: Extensive API monitoring with the ability to simulate calls from various locations.
  • Uptime statistics and report: Robust uptime monitoring with detailed historical reporting.
  • Automated analysis on API/Page performance: Advanced analytics on API and webpage performance to optimize user experience.
  • Script/code-based setup vs UI-based setup: Primarily UI-based with some support for code-level configuration.
  • Functional testing of features: Supports synthetic transactions for testing complex user workflows.
  • Community Feedback: Highly rated for its deep insights and real-time analytics. 

Things to consider

No

Pricing

Free tier available; Essentials plan starts at $0.30 per GB ingested

Relevant Links

Sematext

Sematext, founded in 2013, provides a user-friendly synthetic monitoring solution, ideal for smaller teams. It offers essential monitoring features with a focus on ease of use and quick deployment.

Benefits

sematext

Sematext, founded in 2013, offers a straightforward and user-friendly synthetic monitoring solution, perfect for smaller teams embarking on performance monitoring. This tool streamlines the setup process, enabling teams to quickly deploy and utilize monitoring capabilities without a steep learning curve. Ideal for those seeking to enhance their monitoring strategies efficiently, Sematext provides essential features in an accessible format.

  • Open Source: Offers open-source tools and commercial services.
  • Capability to ping an API from different geos/IPs: Allows monitoring from multiple geographic locations to ensure global performance.
  • Uptime statistics and report: Tracks uptime and provides detailed reports on system reliability.
  • Automated analysis on API/Page performance: Offers performance insights with automated anomaly detection.
  • Script/code-based setup vs UI-based setup: Emphasizes an easy-to-use UI with options for code-based configurations.
  • Functional testing of features: Capable of handling multiple API endpoint checks within a single test.
  • Status Page extensibility: Includes options to integrate with external status pages.
  • Community Feedback: Generally receives positive feedback for ease of use and straightforward setup. Some desire more advanced features.

Things to consider

  • Limited advanced features compared to competitors.
  • Less ideal for very large scale applications.

Pricing

Sematext cloud pricing - Monitoring starts at $3.6 per host per month Experience starts at $9 per month Synthetics starts at $2 per monitor per month

Relevant Links

Pingdom

Pingdom, a Swedish-based tool, is renowned for website monitoring, offering detailed insights into uptime and performance. It emphasizes real-time monitoring, ensuring optimal user experiences and operational efficiency.

Benefits

pingdom

Pingdom, based in Sweden, excels as a tool for website monitoring, prominently recognized for its reliable uptime and performance testing features. It provides detailed insights into website availability and user experience, enabling businesses to optimize operational efficiency and promptly address issues. With Pingdom, teams can monitor their site's performance in real-time, ensuring top-notch user experiences and minimizing downtime.

  • Open Source: Not open source, purely commercial.
  • Capability to ping an API from different geos/IPs: Monitors APIs from several global locations.
  • Uptime statistics and report: Excellent uptime monitoring with insightful reporting tools.
  • Automated analysis on API/Page performance: Provides detailed performance analysis for websites and APIs.
  • Script/code-based setup vs UI-based setup: Focuses on a user-friendly UI for all setups.
  • Functional testing of features: Allows testing of transactions involving multiple steps and APIs.
  • Status Page extensibility: Supports updates to status pages directly from the monitoring interface.

Community Feedback: Well-regarded for its alerting and uptime monitoring features. Some feedback points to a need for more granular analytics.

Things to consider

  • Limited deeper diagnostic features.
  • No distributed tracing.

Pricing

Starts at $10/month for the basic plan

Relevant Links

DynaTrace

Benefits

Dynatrace offers cutting-edge APM solutions tailored for complex, enterprise-scale applications. It delivers unmatched monitoring depth across all system layers, allowing teams to pinpoint and resolve bottlenecks with surgical precision. Dynatrace seamlessly integrates with diverse platforms, technologies, and cloud environments, making it ideal for organizations seeking comprehensive monitoring and optimization across their tech stack.

  • Open Source: No, but Dynatrace does offer extensions and integrations via its GitHub repository. 
  • Language/Tech Stack Compatibility: Dynatrace boasts broad language and framework support, including Java, .NET, Node.js, Python, PHP, Ruby and more. It simplifies configuration with its OneAgent technology, which offers automatic instrumentation for many technologies. 
  • Distributed Tracing: Yes, Dynatrace excels at providing deep insights into distributed, microservice-based architectures. 
  • Excels in API monitoring, data analysis, and business analysis.
  • Easy-to-use interface with a smooth implementation process.
  • Seamless integration with existing systems and comprehensive data visibility.
  • Responsive and helpful customer support.
  • AI-powered insights for efficient root cause identification, reducing troubleshooting time.
  • Full-stack observability for proactive issue resolution across infrastructure and applications.
  • Real-time monitoring with scalability for cloud, on-premise, or hybrid environments.

Community Feedback: Generally positive, with users consistently praising its powerful AI-driven analysis, detailed root-cause identification, and comprehensive visibility across cloud environments. Some considerations include potentially higher costs and a steeper learning curve for setup and configuration.

Things to consider

  • Pricing is high, which may be a barrier for smaller teams or startups.
  • The steep learning curve requires time to fully understand and navigate all features.
  • Initial onboarding could be more user-friendly.
  • UI can be overwhelming for those unfamiliar with full-stack monitoring platforms.
  • Customization options for dashboards and reports could use more flexibility.

Pricing

Dynatrace offers a transparent pricing model with hourly rates for various services, such as Full-Stack Monitoring at $0.08 per hour for an 8 GiB host, Infrastructure Monitoring at $0.04 per hour for any size host, and Kubernetes Platform Monitoring at $0.002 per hour for any size pod.

Relevant Links

SpeedCurve

SpeedCurve, headquartered in New Zealand, specializes in monitoring web application performance globally. It focuses on optimizing site speed and user interaction, aiding developers in making data-driven decisions for enhanced efficiency and effectiveness.

Benefits

speedcurve

SpeedCurve, based in New Zealand, specializes in monitoring web application performance, providing key insights into user experiences across the globe. It helps teams understand and optimize site speed and user interaction, ensuring optimal performance and engagement. By focusing on the end-user experience, SpeedCurve allows developers to make data-driven decisions to enhance website efficiency and effectiveness.

  • Open Source: Commercial service, not open source. They have a GitHub repository called SpeedCurve CLI, which provides a command-line interface to interact with the SpeedCurve API
  • Capability to ping an API from different geos/IPs: While primarily focused on front-end monitoring, SpeedCurve allows performance testing from multiple regions to simulate user interactions.
  • Uptime statistics and report: Does not specifically focus on uptime statistics; its core strength is in performance metrics related to user experience and site speed.
  • Automated analysis on API/Page performance: Provides detailed visual metrics and automated insights on how changes to the codebase impact the site's performance.
  • Script/code-based setup vs UI-based setup: Leans more towards a UI-based setup, facilitating ease of use for users who prefer a graphical interface over scripting.
  • Functional testing of features: Not the primary focus; SpeedCurve specializes more in performance metrics than functional testing of APIs.
  • Status Page extensibility: Does not natively support status page integration, focusing more on performance data and insights.
  • Community Feedback: Users appreciate its detailed visual metrics and the actionable insights on web performance optimization.

Things to consider

  • Primarily focuses on front-end performance.
  • Limited to web application analysis.

Pricing

Starter plan starting at $12 per monthGrowth plan starting at $576 per monthEnterprise plan starting at $1680 per month

Relevant Links

Site24x7

Site24x7, established in 2006, offers a comprehensive suite of monitoring tools for websites, servers, applications, and networks. With robust uptime monitoring and automated performance analysis, it caters to technical and non-technical users alike.

Benefits

site 24 x 7

Founded in 2006, Site24x7 offers a comprehensive suite of monitoring tools including website uptime, server, application, and network monitoring.

  • Open Source: Commercial service.
  • Capability to ping an API from different geos/IPs: Offers extensive monitoring capabilities from over 90 global locations, ensuring comprehensive API performance data.
  • Uptime statistics and report: Robust uptime monitoring features with detailed reporting and alerting capabilities to ensure high availability.
  • Automated analysis on API/Page performance: Features automated performance monitoring and analysis tools to help understand API and web page behavior.
  • Script/code-based setup vs UI-based setup: Provides both script-based and UI-based setups, catering to both technical and less technical users.
  • Functional testing of features: Supports complex multi-step API testing, allowing users to simulate and test multiple API interactions in sequences.
  • Status Page extensibility: Integrates with status pages, helping businesses communicate uptime and incident information to users and stakeholders.
  • Community Feedback: Users generally praise its all-in-one monitoring solutions but sometimes mention concerns about the complexity of settings.

Things to consider

  • Complex configuration.
  • May be overwhelming for smaller teams.

Pricing

Has a 30-day free trial with no credit card. For all in one (Website Monitoring, Infrastructure, APM) there are 3 plans, Pro (₹2,800/month), Classic (₹7,120/month), Enterprise (₹18,000/month).

Relevant Links

Checkly

Checkly, founded in 2019 and headquartered in Berlin, specializes in active monitoring of web applications, focusing on API and end-to-end testing. It offers strong API monitoring, detailed performance insights, and comprehensive reporting tools.

Benefits

checkly

With headquarters in Berlin, Germany, Checkly was founded in 2019. It excels in active monitoring of web applications, focusing on API and E2E web app testing.

  • Open Source: Offers some open-source tools alongside its commercial offerings.
  • Capability to ping an API from different geos/IPs: Excels in API monitoring with options to test from multiple locations, ensuring global coverage and performance insights.
  • Uptime statistics and report: Strong focus on uptime for APIs and web services, with comprehensive reporting tools.
  • Automated analysis on API/Page performance: Offers detailed insights into API performance, including the speed and reliability of endpoints.
  • Script/code-based setup vs UI-based setup: Primarily UI-based but supports code/script integration for those who prefer a more hands-on configuration.
  • Functional testing of features: Excellent support for functional testing, allowing users to create detailed checks for complex user flows and API interactions.
  • Status Page extensibility: Supports integration with status pages, providing automated updates during downtime or degraded performance.
  • Community Feedback: Highly valued for its developer-friendly setup and API monitoring capabilities. Some users wish for more integrations.

Things to consider

  • Limited third-party integrations.
  • Primarily focused on web technologies

Pricing

It has both monthly and yearly plans, with a free Starter plan for 14 days. Team plan starting at $80 per month Customized Enterprise plan, contact team for details.

Relevant Links

Uptime.com

Uptime.com, established in 2013, specializes in website monitoring and alerting for high availability. While excelling in uptime monitoring and reporting, its API testing and performance analytics are more limited.

Benefits

uptime.com

Uptime.com, founded in 2013, offers robust website monitoring and alerting services to ensure high availability and performance.

  • Open Source: Commercial tool with no open-source offerings.
  • Capability to ping an API from different geos/IPs: While it excels in uptime monitoring, its capabilities to test APIs from various locations are more limited compared to others.
  • Uptime statistics and report: Specializes in uptime monitoring, offering precise and comprehensive reporting features.
  • Automated analysis on API/Page performance: Focuses more on uptime and availability rather than detailed performance analytics.
  • Script/code-based setup vs UI-based setup: Offers a user-friendly UI that simplifies setup and monitoring processes, ideal for teams not requiring extensive custom scripting.
  • Functional testing of features: Lacks extensive functional testing capabilities, focusing more on uptime and simple HTTP(s) checks.
  • Status Page extensibility: Allows integration with status pages, ensuring that uptime data is easily accessible and communicable.
  • Community Feedback: Users appreciate its reliable alerting system and comprehensive reporting capabilities.

Things to consider

  • Lacks distributed tracing.
  • Focused mainly on uptime and performance metrics.

Pricing

They have 2 sets of plans, for business and Edu & Non-profit. Starter plan starts at $20 and $18 per month respectively.

Relevant Links

SmartBear

SmartBear, founded in 2009, offers a suite of software quality tools with a focus on synthetic monitoring for APIs and mobile apps. It provides robust API monitoring and detailed performance analysis features.

Benefits

smartbear

SmartBear has its headquarters in Somerville, Massachusetts, USA and founded in 2009. It provides a suite of software quality tools, including synthetic monitoring for APIs and mobile applications.

  • Open Source: Offers integration with open-source tools.
  • Capability to ping an API from different geos/IPs: Provides robust API monitoring solutions, although geo-specific testing details are less emphasized.
  • Uptime statistics and report: Offers reliable monitoring tools that help track the uptime of APIs and web applications effectively.
  • Automated analysis on API/Page performance: Includes tools for detailed performance analysis, especially useful in identifying bottlenecks and inefficiencies in application workflows.
  • Script/code-based setup vs UI-based setup: Features both script-based and UI-based options, catering to both developers and less technical users.
  • Functional testing of features: Strong in functional testing, particularly for APIs, allowing comprehensive testing across various service endpoints.
  • Status Page extensibility: Though not a primary feature, it supports updates that can be reflected on status pages for operational transparency.
  • Community Feedback: Generally positive, especially for its comprehensive toolset and integration capabilities. Some users find the interface cluttered.

Things to consider

  • Interface can be overwhelming.
  • Pricing can be high for smaller teams.

Pricing

Varied depending on the toolset chosen; starts with a free 14 day day trial. TestComplete Base, pay for only what you need. Choose among mobile, desktop, or web options ($3,875) TestComplete Pro, entire base package at a bundled price point ($6,029) TestComplete Advanced, the most coverage for your app infused with AI. ($7,079).

Relevant Links

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Conclusion

As we wrap up our exploration of synthetic monitoring tools, remember that the right choice can profoundly impact the efficiency and success of your digital projects. By carefully considering the core functionality, usability, pricing, and proactive benefits of each tool, you're not just selecting software; you're setting the stage for future success.

Choose wisely, and let your synthetic monitoring tool be the silent guardian that ensures your applications perform flawlessly, day and night, for every user. Embrace the tool that best aligns with your goals and watch as it transforms challenges into opportunities for growth and innovation.

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