API Testing vs Monitoring: What's The Difference?

We’ve already outlined why API performance matters and what aspects of APIs to test, but what is the difference between API testing and monitoring?

As with most things, context matters. The use cases for testing and monitoring are different because the objectives are different. The ultimate goal is to verify that your APIs are functioning properly, but staging environments vary significantly from production environments.

Why API Testing

Identifying a performance or functional problem in production is less than ideal. Testing should be integrated throughout the dev process because testing for code defects in pre-production helps minimize risk, thereby saving you time and money.

In pre-production, you want more flexibility because the use case of what you are trying to accomplish is different than it is in production. For instance, you don’t need to know if an API is stable and reliable. Rather, you need to know that you didn’t create a defect or slow down a workflow with a new update. Testing seeks to validate that performance and functionality haven’t been impacted by updates.

With API testing you want to:

The value of testing lies in identifying the deltas that occur once changes to the environment are introduced. As a result, tests should be run around these changes, but don’t need to be ongoing.

Why API Monitoring

Testing in pre-production, however, doesn’t negate the need to monitor production or live API performance on an ongoing basis. Performance monitoring verifies that APIs are functional, secure, and fast. This is especially critical to both identify and troubleshoot outages and errors in production environments that are often erratic.

API monitoring helps you do a few important things such as:

API Monitoring can help pinpoint failure

While API monitoring solutions could be used for testing, they aren’t fit for purpose. Pre-production environments are more controlled than production environments and failures likely won’t result in lost income. And, aspects of these products that are beneficial in production monitoring can actually be a hindrance in pre-production.

Testing and Monitoring Together

Both performance testing and monitoring are essential to approaching performance in a holistic way. You likely already leverage some form of functional testing, but if an aspect of your digital user experience–including your APIs–isn’t fast then we argue that they aren’t functional. For instance, if a critical API flow goes from taking half a second to complete to taking ten seconds, the API isn’t delivering a good user experience, even if it is technically functional. Finding that out in pre-production is ideal, so it can be addressed.

API testing and monitoring go hand-in-hand and comprise a comprehensive approach to delivering the best possible user experience. Performance testing seeks to increase the speed, transparency, and confidence by which you deliver user experiences. Monitoring helps ensure that those user experiences stay fast and reliable.

Related Articles

What is Continuous Improvement?
Learn
4 Minute Read

What is Continuous Improvement?

Explore continuous improvement principles, Lean techniques like Agile, Scrum, and Kanban, and how IT leaders use them to enhance value and efficiency.
IT Operations Management (ITOM): A Detailed Introduction
Learn
9 Minute Read

IT Operations Management (ITOM): A Detailed Introduction

Learn how ITOM enhances operations, improves service delivery, and differentiates from ITSM, ITIL, and ITAM.
IT and Technology Spending & Budgets for 2025: Trends & Forecasts
Learn
12 Minute Read

IT and Technology Spending & Budgets for 2025: Trends & Forecasts

Tech & IT spending is on the rise in 2025 across the globe. Read more on investment trends and see which regions will spend the most.
What Is Network Visibility?
Learn
7 Minute Read

What Is Network Visibility?

Network visibility means seeing across the entire digital footprint to understand everything that is in and moving through your network.
What's Moore's Law? Its Impact in 2026
Learn
7 Minute Read

What's Moore's Law? Its Impact in 2026

Moore’s law has proved to be an accurate observation for over 50 years. Learn what Moore’s law is and why it matters today
What is Network Segmentation? A Complete Guide
Learn
8 Minute Read

What is Network Segmentation? A Complete Guide

Learn how network segmentation enhances security, boosts network performance, and protects critical assets by isolating subnets and limiting cyber threats.
AppSec Today: Application Security Requirements & Guidelines To Know
Learn
12 Minute Read

AppSec Today: Application Security Requirements & Guidelines To Know

Explore the essential aspects of application security: threats, requirements, and best practices. Learn how to safeguard your applications and data effectively.
Recovery Point Objective (RPO) vs. Recovery Time Objective (RTO): What’s The Difference?
Learn
4 Minute Read

Recovery Point Objective (RPO) vs. Recovery Time Objective (RTO): What’s The Difference?

For online services and products, availability is the name of the game. Learn what RPO and RTO mean for availability — and how to set them for your organization.
What's The CIA Triad? Confidentiality, Integrity, & Availability, Explained
Learn
10 Minute Read

What's The CIA Triad? Confidentiality, Integrity, & Availability, Explained

The CIA security triad guides information security strategies to inform areas like security framework implementation and cyber threat.