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View Metrics

This page walks you through the Metrics section and gets you started with monitoring your application. You’ll learn the following:

  • What are application metrics
  • How to use the Metrics section to see an overview of your applications
  • How to view details about a specific application

This section uses the HotR.O.D sample application that comes preinstalled with SigNoz and generates sample data that you can query. You can apply the concepts and techniques you’ll learn to monitor your own applications.


  • This section assumes that your application is already instrumented. For details about how you can instrument your application, see the Instrument Your Application section.
  • This section assumes that you are familiar with the basics of monitoring applications.

What Are Application Metrics

Application metrics represent a characteristic of your application as a value at a specific point in time. For example, an application metric is the number of requests per second your application serves. SigNoz collects information as a sequence of data points every minute and then represents the data through time in a graphical form. The X-axis is time, and the Y-axis is the value.

The Metrics section relies on the rate, errors, and duration (”RED”) method to help you predict the experience of your users and includes the following keys metrics:

  • P99 Latency: the amount of time your application spends processing each of the fastest 99% of requests. For example, if the value of the P99 latency is 760 ms, 99% percent of requests have responses that are equal to or faster than 760 ms.
  • Error Rate: the number of failing requests per second.
  • Requests per Second: the number of requests your application processes per second.

Open the Metrics Section

From the sidebar, select Metrics:

Open the Metrics section

This page provides an overview of your applications’ health and performance. It shows the list of your applications formatted as a table and, for each application, SigNoz displays the RED metrics mentioned above:

RED metrics

Sort the List of Applications

Select a column heading to sort the list by the values in that column. Select the column heading again to reverse the sort order or to cancel sorting.

Filter the List of Applications

You can add attributes to applications and filter based on these attributes.


Steps to add resource attributes

You can add attributes as OTEL_RESOURCE_ATTRIBUTES flag when starting the application. The below example shows how to set values for service.namespace and deployment.environment

For example

OTEL_RESOURCE_ATTRIBUTES=",service.namespace=sampleapps,deployment.environment=play" OTEL_EXPORTER_OTLP_ENDPOINT="" opentelemetry-instrument python3

By default, you can filter based on service.namespace and deployment.environment dimensions.

To add another dimension, update the dimension fields at and then deploy the yaml file again.

View Details About an Application

The RED metrics help you spot performance bottlenecks or failures across all your applications. For example, if the error rate of an application increases, you can assume that these errors will impact the experience of your customers. Once you’ve identified a potential issue, select a row to open the application details page:

Open the application details page

The application details pane contains three panes that are explained in the following sections:

  • Application Metrics
  • External Calls
  • Database Calls

Panes on the application details page

Application Metrics

The application metrics pane is comprised of four graphs:

  • Application Latency in Milliseconds: this graph shows the P99, P95, and P50 latencies for the selected period of time. Application latency
  • Requests per Second: this graph shows the number of requests per second your application currently serves. Requests per second
  • Error Percentage: this graph shows the percentage of errors of the total sum of requests. Error percentage
  • Top Endpoints: this list helps you find the slow endpoints of your application. You can select a column heading to sort the list by the values in that column. Select the column heading again to reverse the sort order or to cancel sorting. Top endpoints

External Calls

The external calls pane allows you to track the external services your applications depend on. Note that these graphs do not display the interactions with your back-end components, such as database calls.

The graphs in this pane provide the following information:

  • The percentage of external calls that resulted in errors.
  • The average duration of all your external calls.
  • The number of external calls per second by address.
  • The average duration of your external calls by address.

Database Calls

This pane shows details about the database calls that your application makes.

The graphs in this pane provide the following information:

  • The number of database calls per second
  • The average duration of your database calls. expressed in milliseconds

Get Help

If you need help with the steps in this topic, please reach out to us on Slack.