Test automation metrics
Blog

Test automation metrics: evaluation of automation efficiency

The data on test automation effectiveness is collected through the whole process. So, when you urgently have to compose the process efficiency report you can apply to some basic metrics, which is the easiest and most rapid way to make a report.
6 November 2013
Test automation
Article by Dmitry Tishchenko
Head of global business development at a1qa

In the previous article I went through the points, which describe the returns of test automation. Such parameters as improvement of quality rate (achieved by bigger scope & more often releases), decrease of test cycle, and, of course, bigger ROI determine automation efficiency in general.

The data on test automation effectiveness is collected through the whole process. So, when you urgently have to compose the process efficiency report you can apply to some basic metrics, which is the easiest and most rapid way to make a report.

When writing the report keep in mind, that it should be based upon the correlation of manual and automated testing. For an accurate summary deal with points like:

  • Cost difference. The result cost of automated tests should be lower, than those of manual work. If the difference is obvious, a bit later you`ll see that the test automation pays its way, despite the large investment in test development. Moreover, when you know the release frequency and economy rate, it is possible to forecast, when the efforts get repaid.
  • Duration. The duration of testing cycle in automation must be much less than in manual testing, due to that the results are gained sooner.

When you get to the report and calculations remember, that only a measurable software development process gets the accurate quantity indicators. If the report made to evaluate one BUILD, for example, is based upon the parameters of cost difference and duration, then the report describing the whole automation process is composed upon the points of ROI increase & result achievement.

  • ROI is calculated with the use of a well-known formula: ROI = benefits/costs. Where COSTS are the expenses for test development, execution and support; and BENEFITS are the expenses for substituted works excluding the costs.

In practice, if the releases come out 4 times per week, the ROI is gained in 3-4 months, if the cover is correct. Test duration is also quite an important parameter, especially, if tests get parallelized the results are 4 times better. Test duration is easily calculated upon the tests that last for more than 4 hours. But it`s no use to apply to this parameter on short test, the information you get is not sufficient.

The diagram below shows the specifics.

  • Time2Market. Due to test automation the result is gained much sooner, which gives the opportunity to accelerate Time-to-Market. If such parameters as development speed and application delivery speed to the production environment can ALWAYS be measured, you should definitely use them to prove Time2Market acceleration, otherwise there is no point in calculations.

The stated points are the general ones that used for description of automation results. Of course, you can apply to some specifics parameters like LOSSES caused by delay during the delivery or new version testing. This parameter can describe the efficiency rate with money equivalent making, which gives a better view of benefits you get.

The parameters can be calculated, even if they weren`t permanently tracked, but this approach is suitable if the report is needed ASAP, though for a more profound report (ROI analysis and time2market) you`ll need to track all the process changes constantly.

More Posts

29 May 2025,
by a1qa
5 min read
How QA powers fast, modern mobile banking apps
Mobile banking is now the default channel for everyday finance.
Robust QA lets banks roll out new features quickly while protecting performance, security, and compliance.
Functional testing
Mobile app testing
Performance testing
QA in Fintech
Test automation
Usability testing
14 May 2025,
by a1qa
5 min read
How QA drives safety and compliance in medical device testing
Discover how to embed safety, precision, and regulatory compliance into your medical devices with the help of QA.
Functional testing
Localization testing
Performance testing
QA in eHealth
Test automation
25 April 2025,
by a1qa
5 min read
Building a safety net for banks: the role of testing in the ISO 20022 shift
Discover what QA activities can help banking institutions ease their migration journeys to ISO 20022.
Functional testing
Performance testing
QA in Fintech
Quality assurance
Test automation
12 March 2025,
by Alina Karachun
6 min read
Test automation in Agile and DevOps: Maximizing flexibility and speed
Global market tendencies and user behavior are changing rapidly, if not talking about the software itself. Familiar situation? Find out how to get ahead of the curve with test automation in Agile and DevOps.
Agile
Test automation
Test automation for optimized SDLC
24 January 2025,
by a1qa
5 min read
Streamlining software development life cycle through advanced test automation
Discover how advanced test automation is revolutionizing the software development life cycle, making it faster, smarter, and more efficient.
Test automation
QA for financial applications: 4 reasons why it is a must-have
17 November 2024,
by a1qa
5 min read
QA for financial applications: 5 reasons why it is a must-have
Striving to release high-quality financial apps? Read on and discover 5 core reasons why your eBanking and financial solutions need software testing.
QA consulting
QA in Fintech
Quality assurance
Test automation
Why do bugs get missed
27 September 2024,
by a1qa
7 min read
Why do bugs get missed? Learn the problems and tips to avoid them
Still, finding overlooked bugs after the app goes live? Let’s find out why this happens and how to fix it.
Performance testing
QA consulting
Quality assurance
Test automation
QA to ensure smooth migration to the cloud
15 August 2024,
by a1qa
3 min read
QA to ensure smooth migration to the cloud
Learn how effectively migrate to the cloud by implementing QA activities.
Cloud-based testing
Cybersecurity testing
Functional testing
Migration testing
Performance testing
Quality assurance
Test automation
Load testing
23 July 2024,
by a1qa
3 min read
7 reasons why businesses need load testing 
Want to optimize software performance or ensure its smooth functioning during peak sales season? Discover how load testing may help.
Performance testing
Quality assurance
Test automation

Get in touch

Please fill in the required field.
Email address seems invalid.
Please fill in the required field.
We use cookies on our website to improve its functionality and to enhance your user experience. We also use cookies for analytics. If you continue to browse this website, we will assume you agree that we can place cookies on your device. For more details, please read our Privacy and Cookies Policy.