Skip to main navigation Skip to search Skip to main content

Comparison of AI-Based Software Functional Testing Tools Using the AHP Method

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This study uses the Analytic Hierarchy Process (AHP) methodology to compare three functional testing tools of AI-based software: Selenium, Testim, and Applitools. The goal is to evaluate these tools based on six key criteria: usability, error detection efficiency, integration with other systems, technical support, cost, and flexibility. Each criterion is divided into specific sub-criteria, with weights assigned to quantify the performance of each tool. The evaluation criteria are established through an exhaustive literature review and expert consultations, and a hierarchy is organized to ensure a detailed and quantitative assessment of each tool. The results show that Testim receives the highest scores, excelling in usability, problem-solving efficiency, and technical support with a total score of 0.84. Applitools got a total of 0.82 and its best features were integration and error detection. While Selenium got the lowest score of 0.75, it is recognized for its flexibility and cost but it needs to improve its usability and technical support. This study provides an impartial framework for selecting AI-based software functional testing tools, highlighting the importance of considering multiple criteria in decision-making. The results benefit projects aiming to improve software quality by choosing the tools that best meet their needs.

Original languageEnglish
Title of host publicationInternational Conference on Applied Technologies - 6th International Conference, ICAT 2024, Revised Selected Papers
EditorsMiguel Botto-Tobar, Lohana Lema Moreta, Marcelo Zambrano Vizuete, Sergio Montes León, Pablo Torres-Carrion, Benjamin Durakovic
PublisherSpringer Science and Business Media Deutschland GmbH
Pages148-163
Number of pages16
ISBN (Print)9783031897566
DOIs
StatePublished - 2025
Event6th International Conference on International Conference on Applied Technologies, ICAT 2024 - Samborondon, Ecuador
Duration: 20 Nov 202422 Nov 2024

Publication series

NameCommunications in Computer and Information Science
Volume2456 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference6th International Conference on International Conference on Applied Technologies, ICAT 2024
Country/TerritoryEcuador
CitySamborondon
Period20/11/2422/11/24

Bibliographical note

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

Keywords

  • AI-based tools
  • Analytic Hierarchy Process
  • Applitools
  • functional
  • Selenium
  • Software testing
  • Testim

CACES Knowledge Areas

  • 116A Computer Science

Fingerprint

Dive into the research topics of 'Comparison of AI-Based Software Functional Testing Tools Using the AHP Method'. Together they form a unique fingerprint.

Cite this