--- title: Apica Reviews meta\_title: 'Apica Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter 15 reviews by the users' company size, role or industry to find out how Apica works for a business like yours. aggregate\_rating: rating\_value: 4.2 review\_count: 15 scale: '5' date\_modified: '2026-08-07' parent\_category: name: Monitoring url: https://www.g2.com/categories/monitoring ---

### Apica Pros and Cons: Top 5 Advantages and Disadvantages

#### Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users find Apica easy to use, enabling effortless testing with a **user-friendly interface** for all skill levels. [(3 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509376&qs=pros-and-cons#reviews)

Users value the **real-time monitoring** capabilities of Apica, enabling proactive management of web application performance. [(3 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509133&qs=pros-and-cons#reviews)

Users highlight the **real-time data analysis** capabilities of Apica, enabling effective identification of system opportunities and issues. [(2 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509354&qs=pros-and-cons#reviews)

Users find Apica's **easy setup** beneficial, seamlessly integrating into their existing systems without technical hassles. [(2 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509377&qs=pros-and-cons#reviews)

Users find **issue detection** effective with Circonus, leveraging real-time analytics to identify opportunities and system problems. [(2 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509271&qs=pros-and-cons#reviews)

Users express concern over **limited features** in Apica, wishing for broader functionality during trials and usage. [(2 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509389&qs=pros-and-cons#reviews)

Users find **missing features** in Circonus, wishing for a more comprehensive trial experience to better evaluate the tool. [(2 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509231&qs=pros-and-cons#reviews)

Users find the **complex setup** of Apica time-consuming, requiring significant effort to customize for their needs. [(1 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509386&qs=pros-and-cons#reviews)

Users consider the **high pricing scheme** of Apica a potential drawback, especially for smaller firms with tight budgets. [(1 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509348&qs=pros-and-cons#reviews)

Users find the **difficult customization** process of Apica time-consuming, impacting readiness for production use. [(1 mentions)](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509236&qs=pros-and-cons#reviews)

### 5 Pros or Advantages of Apica

##### 1. Ease of Use

Users find Apica easy to use, enabling effortless testing with a **user-friendly interface** for all skill levels.
[
See 3 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509376&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you like about Apica?

Our company was looking for a monitoring tool without investing in hardware. We started using Circonus to monitor some of our equipment based on condi

AA

Amgad A.

Enterprise (\> 1000 emp.)

5.0/5

"What a powerful tool can handle billions of events of IoT devices"

What do you like about Apica?

Circonus helps me to realize the value of my IoT data that's generated from the systems, and based on this comprehensive and real-time analytics i can

##### 2. Real-time Monitoring

Users value the **real-time monitoring** capabilities of Apica, enabling proactive management of web application performance.
[
See 3 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509133&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you like about Apica?

Our company was looking for a monitoring tool without investing in hardware. We started using Circonus to monitor some of our equipment based on condi

AA

Amgad A.

Enterprise (\> 1000 emp.)

5.0/5

"What a powerful tool can handle billions of events of IoT devices"

What do you like about Apica?

Circonus helps me to realize the value of my IoT data that's generated from the systems, and based on this comprehensive and real-time analytics i can

##### 3. Data Analysis

Users highlight the **real-time data analysis** capabilities of Apica, enabling effective identification of system opportunities and issues.
[
See 2 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509354&qs=pros-and-cons#reviews)

See Related User Reviews

AA

Amgad A.

Enterprise (\> 1000 emp.)

5.0/5

"What a powerful tool can handle billions of events of IoT devices"

What do you like about Apica?

Circonus helps me to realize the value of my IoT data that's generated from the systems, and based on this comprehensive and real-time analytics i can

 ![Shubham D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shubham D.")
SD

Shubham D.

Enterprise (\> 1000 emp.)

5.0/5

"The comprehensive review, "Unleashing the Potential of Apica LoadTest,""

What do you like about Apica?

Considering my experience with Apica LoadTest, I can claim that one of its strongest characteristics is its capacity to mimic significant amounts of a

##### 4. Easy Setup

Users find Apica's **easy setup** beneficial, seamlessly integrating into their existing systems without technical hassles.
[
See 2 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509377&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you like about Apica?

Our company was looking for a monitoring tool without investing in hardware. We started using Circonus to monitor some of our equipment based on condi

 ![Shubham D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shubham D.")
SD

Shubham D.

Enterprise (\> 1000 emp.)

5.0/5

"The comprehensive review, "Unleashing the Potential of Apica LoadTest,""

What do you like about Apica?

Considering my experience with Apica LoadTest, I can claim that one of its strongest characteristics is its capacity to mimic significant amounts of a

##### 5. Issue Detection

Users find **issue detection** effective with Circonus, leveraging real-time analytics to identify opportunities and system problems.
[
See 2 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509271&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you like about Apica?

Our company was looking for a monitoring tool without investing in hardware. We started using Circonus to monitor some of our equipment based on condi

AA

Amgad A.

Enterprise (\> 1000 emp.)

5.0/5

"What a powerful tool can handle billions of events of IoT devices"

What do you like about Apica?

Circonus helps me to realize the value of my IoT data that's generated from the systems, and based on this comprehensive and real-time analytics i can

### 5 Cons or Disadvantages of Apica

##### 1. Limited Features

Users express concern over **limited features** in Apica, wishing for broader functionality during trials and usage.
[
See 2 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509389&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you dislike about Apica?

There is not much to dislike about Circonus, it is a great monitoring tool, but it takes some time to learn how to customize and test it to meet your

AA

Amgad A.

Enterprise (\> 1000 emp.)

5.0/5

"What a powerful tool can handle billions of events of IoT devices"

What do you dislike about Apica?

Circonus is allowing me a free trial which is a very great opportunity for me to try the software. but I recommend is not limited to specific features

##### 2. Missing Features

Users find **missing features** in Circonus, wishing for a more comprehensive trial experience to better evaluate the tool.
[
See 2 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509231&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you dislike about Apica?

There is not much to dislike about Circonus, it is a great monitoring tool, but it takes some time to learn how to customize and test it to meet your

AA

Amgad A.

Enterprise (\> 1000 emp.)

5.0/5

"What a powerful tool can handle billions of events of IoT devices"

What do you dislike about Apica?

Circonus is allowing me a free trial which is a very great opportunity for me to try the software. but I recommend is not limited to specific features

##### 3. Complex Setup

Users find the **complex setup** of Apica time-consuming, requiring significant effort to customize for their needs.
[
See 1 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509386&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you dislike about Apica?

There is not much to dislike about Circonus, it is a great monitoring tool, but it takes some time to learn how to customize and test it to meet your

##### 4. Cost Issues

Users consider the **high pricing scheme** of Apica a potential drawback, especially for smaller firms with tight budgets.
[
See 1 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509348&qs=pros-and-cons#reviews)

See Related User Reviews

 ![Shubham D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shubham D.")
SD

Shubham D.

Enterprise (\> 1000 emp.)

5.0/5

"The comprehensive review, "Unleashing the Potential of Apica LoadTest,""

What do you dislike about Apica?

Apica LoadTest suggests that one potential drawback is its pricing scheme. Although the platform offers a wide range of load testing options, some com

##### 5. Difficult Customization

Users find the **difficult customization** process of Apica time-consuming, impacting readiness for production use.
[
See 1 mentions
](https://www.g2.com/products/apica-apica/reviews?filters%5Bsentiment_snippet%5D=2509236&qs=pros-and-cons#reviews)

See Related User Reviews

DC

Desmond C.

Small-Business (50 or fewer emp.)

5.0/5

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

What do you dislike about Apica?

There is not much to dislike about Circonus, it is a great monitoring tool, but it takes some time to learn how to customize and test it to meet your

## Top-Rated Alternatives

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[

 ![Dynatrace](https://images.g2crowd.com/uploads/product/hd_favicon/1512659484/dynatrace.svg "Dynatrace")

Dynatrace

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 ![New Relic](https://images.g2crowd.com/uploads/product/hd_favicon/3aae34adbff79c515ebdb0c655632236/new-relic.svg "New Relic")

New Relic

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DC

Desmond C.

Small-Business (50 or fewer emp.)

10/30/2023

"Circonus: Infrastructure Monitoring without the Hardware Hassle"

5/5

What do you like best about Apica?

Our company was looking for a monitoring tool without investing in hardware. We started using Circonus to monitor some of our equipment based on conditions that are defined by metrics and brokers and provide email and SMS for critical alerts to our administrator and support members. We use the data collected from Circonus record and review the health history of our equipment to evaluate and determine a course of action. We were satisfied with the product that we implemented with all our managed equipment as new equipment as our company grows. Circonus also provides excellent customer service that review our checks by simply providing the direct URL of our check and make suggestions to reach a resolution.

Overall, Circonus is a cloud-based monitoring tool that is easy to use, easy to implement, and easy to integrate. It eliminates the need to invest in and maintain your own hardware. Review collected by and hosted on G2.com.

What do you dislike about Apica?

There is not much to dislike about Circonus, it is a great monitoring tool, but it takes some time to learn how to customize and test it to meet your specific needs before putting it into production. Additionally, sudden updates and changes to features can sometimes require you to reevaluate your processes esp when training new support members. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

For us, Circonus is an infrastructure monitoring platform that collects metrics from brokers around the world. It keeps our support staff informed of potential issues and provides insights into the historical health of our equipment. Review collected by and hosted on G2.com.

Show More

Current UserValidated ReviewerIncentivizedSource: Seller invite

 ![Mrinal C.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Mrinal C.")
MC

Mrinal C.

Mid-Market (51-1000 emp.)

10/25/2023

"Need to start monitoring?"

4/5

What do you like best about Apica?

Circonus provides a very low bar for entry when thinking about monitoring your application, having one of the best custom metric ecosystems available. Review collected by and hosted on G2.com.

What do you dislike about Apica?

As a growing company, some UI elements and aspects could be more intuitive, however the dev team does work on this. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

We send a ton of custom metrics and they have the best platform and price point for us. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: Seller invite

 ![Shubham D.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Shubham D.")
SD

Shubham D.

Quality Test Engineer

Enterprise (\> 1000 emp.)

4/5/2023

"The comprehensive review, "Unleashing the Potential of Apica LoadTest,""

5/5

What do you like best about Apica?

Considering my experience with Apica LoadTest, I can claim that one of its strongest characteristics is its capacity to mimic significant amounts of actual traffic in order to evaluate the functionality and scalability of web applications. It provides a variety of load testing options and is capable of handling challenging test scenarios with ease. Its user-friendly interface also makes it simple for non-technical users to create and run tests. All things considered, Apica LoadTest is a strong and trustworthy load testing tool that may assist companies in ensuring the best performance of their online applications. Review collected by and hosted on G2.com.

What do you dislike about Apica?

Apica LoadTest suggests that one potential drawback is its pricing scheme. Although the platform offers a wide range of load testing options, some companies may find its cost to be a bit high, especially small firms or startups with tight resources. However, rather than smaller firms with lesser requirements, the platform might be better appropriate for larger, enterprise-level organizations with complicated testing needs. The platform's extensive feature set and capabilities may make the pricing reasonable, therefore these aspects may not necessarily be bad for all users. In the end, it comes down to the unique requirements and spending capacity of each company. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

To assess the responsiveness, scalability, and dependability of their online applications, I usually used Apica LoadTest. To ensure that their web applications can handle high traffic counts and perform well under strain, businesses must load test their web applications. By simulating situations of high traffic, Apica LoadTest may help companies identify and fix any performance issues or bottlenecks in their apps before going live. This can help businesses prevent outages, slow performance, and other issues that might negatively impact both the experiences of their consumers and their financial results. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

MS

Mary S.

Sr. Engineer Telecommunications cloud

Mid-Market (51-1000 emp.)

2/10/2022

"I can meet SLA, Thanks Circonus!"

5/5

What do you like best about Apica?

during my work experience in Cloud and infrastructure, I always search for a unified platform that's helping me to monitor the infrastructure and applications in one comprehensive platform. Manly, I tried many platforms, But I found Circonus is the most powerful one that allows me for real-time performance and behavioral motoring for my managed Cloud. Review collected by and hosted on G2.com.

What do you dislike about Apica?

It's too early to say what I dislike, it's just a recommendation for Circonus to make the integrations easier and simplify so don't have to go through more readings to get it up. but also it comes more easily each time I contact their support. the support guys are extremely professional and very helpful. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

definitely, Circonus helps me to reach my SLA :) to the infrastructure through the powerful real-time trends and performance monitoring in one consolidated monitoring solution that's accelerate problem resolution time for all the Cloud parts. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

AI

Ahmed I.

Manager converged solution architect

Mid-Market (51-1000 emp.)

2/1/2022

"Decent unified platform"

5/5

What do you like best about Apica?

Circinus is just amazing platform that unify my work to one platform, I can monitor my network, infrastructure and app. Even I can visualize the app performance and having a clear insights into my managed area Review collected by and hosted on G2.com.

What do you dislike about Apica?

Circinus make the circle of tools integration larger and larger every day, for now some infrastructure vendors may need to be more easy for integration. That's a minor request but I know that Circinus is always putting good expectations for me as a customer. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

There a perfect option called custom visualization that's deliver alerts, graphs, dashboards and telemetry intelligence thats all forsure optimize the day to day operations. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

AA

Amgad A.

Technology

Enterprise (\> 1000 emp.)

2/16/2022

"What a powerful tool can handle billions of events of IoT devices"

5/5

What do you like best about Apica?

Circonus helps me to realize the value of my IoT data that's generated from the systems, and based on this comprehensive and real-time analytics i can figure the opportunities and issues of my systems. Review collected by and hosted on G2.com.

What do you dislike about Apica?

Circonus is allowing me a free trial which is a very great opportunity for me to try the software. but I recommend is not limited to specific features and make the trial for all. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

the benefit I liked in Circonus Analytics when making combining business and operations metrics in graphs which gives figures on business performance and trends. Review collected by and hosted on G2.com.

Show More

8/21/2023
Validated ReviewerIncentivizedSource: G2 invite

 ![Verified User in Capital Markets](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Capital Markets")
UC

Verified User in Capital Markets

Small-Business (50 or fewer emp.)

2/10/2022

"Review- Circonus"

4/5

What do you like best about Apica?

Circonus is great platform that provide best solution in data analytics and IoT application. Review collected by and hosted on G2.com.

What do you dislike about Apica?

It provide very limited range of specific solution. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

It helps in provide analytical and IoT solution to the organization. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services")
UI

Verified User in Information Technology and Services

Enterprise (\> 1000 emp.)

10/31/2020

"Apica Review"

4/5

What do you like best about Apica?

Ability to generate load tests across regions. This makes it easy to simulate "real" traffic against an application. It also is easy to get up and running with quickly. You can add load tests for your applications in a matter of minutes. It has many advanced features of course which you can spend more time on, but ability to get up and running quickly is nice. Review collected by and hosted on G2.com.

What do you dislike about Apica?

UI interface/design is not very intuitive. Can be difficult to navigate throughout the various screens. Review collected by and hosted on G2.com.

Recommendations to others considering Apica:

Overall great product, I would recommend for various use cases related to load and performance testing. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

Before using Apica, we had no good way to simulate real user load against an application. Applications would go live without any real load testing against them. This would result in the situation where the end users would be the ones telling us the application was not responding, was responding slowly, etc. Of course we would rather find this out before the application goes live and starts being used by end users. So Apica allows us to do this with a great set of load testing options, which we run the application through before it goes live. The benefits this usually results in is increased stability and resiliency across our portfolio of apps, and ultimately better customer satisfaction when applications are working as expected. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Verified User in Financial Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Financial Services")
UF

Verified User in Financial Services

Mid-Market (51-1000 emp.)

11/21/2019

"Best Monitoring tool to perform synthetic transactions and load testing"

4.5/5

What do you like best about Apica?

Apica's ability to perform ping tests which helps in knowing if our services are up/down and its capability to execute full synthetic transactions are useful for any organization who wants to have their applications available 24/7.

Apica can be integrated seamlessly and easily with other monitoring tools like Datadog and PagerDuty to alert you immediately after a failure is detected in your application. Review collected by and hosted on G2.com.

What do you dislike about Apica?

Apica pings frequency should be a custom number rather than a predefine number. So if I want to have a check performed every 10 mins or every 24hrs I should be abled to configure that instead of predefined. Also the SSO page has to be redesigned. Review collected by and hosted on G2.com.

Recommendations to others considering Apica:

Apica synthetic is a great tool for monitoring and performing end to end transactions, it will help you know the issues before your clients report them, this helps in giving best customer experience and avoid surprises to your IT support team. Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

We are using Apica to monitor and ensure our services are up 24/7, so we can potentially know the issue with our applications even before customers notify us. Its capability to fire transactions from across different locations in the globe is a great advantages for applications hosted globally. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

 ![Verified User in Information Technology and Services](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Information Technology and Services")
AI

Verified User in Information Technology and Services

Enterprise (\> 1000 emp.)

10/19/2018

"Apica works, but it's not perfect"

3/5

What do you like best about Apica?

Multiple location checks from locations all around the world Review collected by and hosted on G2.com.

What do you dislike about Apica?

Pricing - which has doubled in the last year Review collected by and hosted on G2.com.

What problems is Apica solving and how is that benefiting you?

We use it for SLA management. Services can be tested for SLA compliance and alerting when services are no longer available. Review collected by and hosted on G2.com.

Show More

Validated ReviewerIncentivizedSource: G2 invite

##### Categories on G2

[Network Monitoring](https://www.g2.com/categories/network-monitoring)[Application Performance Monitoring (APM)](https://www.g2.com/categories/application-performance-monitoring-apm)[IT Alerting](https://www.g2.com/categories/it-alerting)

[Network Monitoring](https://www.g2.com/categories/network-monitoring)[Application Performance Monitoring (APM)](https://www.g2.com/categories/application-performance-monitoring-apm)[IT Alerting](https://www.g2.com/categories/it-alerting)[Cloud Infrastructure Monitoring](https://www.g2.com/categories/cloud-infrastructure-monitoring)[Log Monitoring](https://www.g2.com/categories/log-monitoring)[Container Monitoring](https://www.g2.com/categories/container-monitoring-tools)[Enterprise Monitoring](https://www.g2.com/categories/enterprise-monitoring)[Stream Analytics](https://www.g2.com/categories/stream-analytics)[Data Observability](https://www.g2.com/categories/data-observability)[Time Series Intelligence](https://www.g2.com/categories/time-series-intelligence)[Observability Pipeline](https://www.g2.com/categories/observability-pipeline)[Synthetic Data](https://www.g2.com/categories/synthetic-data)

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