Let’s be honest, the old way of testing software is becoming outdated. For spending hours writing long test scripts just to verify basic UI elements no longer seems practical. That’s exactly why most teams today consider AI testing software essential.
These tools not only help reduce repetitive work, but they also cut down execution time and provide faster feedback during development.
So, the real question that you, as a QA professional or, say, a dev lead, should ask yourself isn’t whether you should use artificial intelligence in software testing. It’s which AI for software testing will best support your project and help you maintain quality without slowing down your releases.
Let us, at Techjockey, answer it for you while you are at it, one testing automation software at a time…
AI-based testing tools, as the name suggests, are software solutions that automate software testing. Unlike traditional test automation, where you must write detailed instructions for every action, these tools make use of machine learning and natural language processing to understand how an application works.
They see the interface like a human, predict where bugs might hide, and most importantly, fix their own scripts when the UI changes. This is called self-healing, and it is the reason why AI for test automation is currently taking over.
This section compares top AI testing tools based on automation capabilities, ease of use, supported platforms, and suitability for modern QA workflows.
| AI Testing Software | Core Strength | Technical Level | Platform |
|---|---|---|---|
| Katalon | All-in-one platform | Medium | Web, Mobile, API, Desktop |
| ACCELQ | Business process | Low (No-code) | Web, Mobile, API |
| Applitools | Visual accuracy | Medium | Web, Mobile |
| Testim | Stability/self-healing | Low/Medium | Web, Mobile, Salesforce |
| BrowserStack | Real device access | Medium/High | Everything |
| Mabl | Low-code UX | Low | Web, API |
| TestRigor | Plain English tests | Very Low | Web, Mobile, Desktop |
Some of the leading AI-based testing tools are listed below for your convenience…
Katalon is one of the leading AI‑based automation testing software that supports web, API, mobile, and desktop testing in one unified Studio. Its AI engine improves object recognition and handles wait times automatically, reducing many of the common issues testers used to deal with.
Overall, it offers a more reliable way to build and maintain automated tests.
Katalon Studio
Starting Price
$ 229.00
Key Features of Katalon:
Pros
Cons
Katalon Pricing & Plans:
| Plan | Price |
|---|---|
| Free | $0 |
| Create | $84/user/month |
| Expand | $168/user/month |
| Scale | Price on request |
ACCELQ is a fully codeless, cloud‑based platform often chosen by teams looking for simple and efficient AI automation testing software. It uses natural language programming, allowing you to write tests in plain, English‑like statements instead of code. This makes it easy for both technical and non‑technical team members to create and maintain tests.
ACCELQ
Starting Price
Price on Request
Key Features of ACCELQ:
Pros
Cons
ACCELQ Pricing & Plans: Price on request
Applitools is one of the best AI-based testing tools, especially known for its strong Visual AI capabilities. Instead of only checking whether the code works, Applitools focuses on whether the application looks correct.
Its Visual AI engine can detect layout problems, overlapping elements, spacing issues, and color inconsistencies in a way that closely mimics how a human would see the interface. This makes it especially useful for catching visual defects that traditional automated tests often miss.
Applitools
Starting Price
Price on Request
Key Features of Applitools:
Pros
Cons
Applitools Pricing & Plans:
| Plan | Price |
|---|---|
| Starter | $969/month |
| Public Cloud | Price on request |
| Dedicated Cloud | Price on request |
Now part of the Tricentis ecosystem, Testim is one of the most reliable AI testing tools for fast‑moving development teams. It uses machine learning to analyze the DOM and understand how different elements relate to each other.
So even if a developer changes something like a class ID, Testim’s AI can still recognize the element as the same button or field and keep the test running. This reduces test breakage and helps teams maintain stability as the UI evolves.
Tricentis Testim
Starting Price
Price on Request
Key Features of Testim:
Pros
Cons
Testim Pricing & Plans: Price on request
BrowserStack is widely known for its large real‑device cloud, but its new AI for test automation features are becoming a major part of its platform. With AI‑powered test observability and Percy for visual testing built in, the platform is gradually evolving into a smarter, more complete quality platform that helps teams catch issues faster and understand test behavior more clearly.
Browserstack
Starting Price
$ 29.00
Key Features of BrowserStack:
Pros
Cons
BrowserStack Pricing & Plans:
| Plan | Price |
|---|---|
| Desktop (Single user plan) | $29/month |
| Desktop & Mobile (Single user plan) | $39/month |
| Team | $150/month for 5 users |
| Team Pro | $249/month for 5 users |
| Team Ultimate | $375/month for 5 users |
| Enterprise | Price on request |
Mabl is a low‑code platform in the AI-based automation testing software category, built to support the full end‑to‑end user journey. It is designed for teams of all skill levels, from developers to product managers, making it easy for anyone to create and maintain tests.
One of its strongest capabilities is auto‑healing, where the system learns how your application looks and behaves over time and automatically updates tests when changes occur. This helps reduce maintenance work and keeps tests stable as your product evolves.
Mabl
Starting Price
Price on Request
Key Features of Mabl:
Pros
Cons
Mabl Pricing & Plans: Price on request
TestRigor is one of the most advanced AI tools for testing, especially for teams that want to avoid scripting altogether. It allows you to write tests in plain, everyday English, not a specialized syntax, making it easy for anyone to create and understand test cases.
Using generative AI, TestRigor can also convert your existing manual test steps into automated tests almost instantly. This reduces setup time and helps teams move quickly without getting stuck in traditional automation workflows.
testRigor
Starting Price
$ 900.00
Key Features of TestRigor:
TestRigor Pricing & Plans: Price on request
Conclusion
The shift to artificial intelligence in software testing is an upgrade every business should consider making. So, stop being a bug finder and deploy the aforementioned AI testing tools, so they can do the heavy work, while you chill.
If you need any help in purchasing one, we, at Techjockey, are just a call away!
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