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What’s New in Low-Code/No-Code Testing for 2026
Rather a lot had modified on the The low-code/no-code testing area and it has advanced considerably since I first revealed this information in 2023. So I assumed it could be a great time for a refresh of this text.
This is what’s modified and why it issues:
AI Integration Is Now Commonplace: Nearly each LCNC device now contains AI-powered options—from autonomous check era to self-healing check upkeep. Instruments like TestResults.io and ACCELQ have pushed past fundamental auto-healing into full autonomous testing capabilities.
LLM-Powered Take a look at Creation: Now you can write assessments in plain English utilizing GPT-4 and Claude integrations. Pure language processing has moved from experimental to production-ready throughout main platforms.
Sooner Time-to-Worth: What took weeks to arrange in 2023 now takes hours. Trendy LCNC instruments focus relentlessly on getting your first automated check operating inside minutes, not days.
Market Development: In line with latest reviews, low-code/no-code growth now accounts for almost 70% of all new growth work, pushed by SaaS purposes and packaged app customization (SAP, Oracle, Salesforce). This implies testing these purposes requires equally accessible automation instruments.
The underside line: In the event you evaluated LCNC instruments in 2023-2024, it is time to look once more. The capabilities and maturity have jumped considerably.
What Are Low-Code/No-Code Take a look at Automation Instruments?
Earlier than we dive into particular instruments, let’s make certain we’re on the identical web page about what we’re really speaking about.
The No-Code/Low-Code Motion
As know-how continues to evolve, so does software program growth and testing. One development that is quickly gained traction is the transfer towards low-code/no-code (LCNC) platforms. These platforms let builders and testers create purposes and automatic assessments with minimal hand-coding, dashing up the event course of and enabling non-technical customers to take part.
Since enterprise customers and admins at the moment are doing a lot of this growth work, particularly in packaged apps like SAP, Oracle, and Salesforce, they naturally must do a lot of the testing too. LCNC check automation instruments allow precisely that.
What Is Low-Code Take a look at Automation?
Low-code check automation refers to instruments that require minimal coding information to create and execute automated assessments. These options use visible interfaces with point-and-click and drag-and-drop performance, enabling each technical and non-technical customers to outline and execute assessments.
Consider it as 80-90% visible, 10-20% code once you want customized logic.
What Is No-Code Take a look at Automation?
No-code check automation is much more user-friendly for these with out programming information. A no-code resolution goals to eradicate coding totally—100% visible interfaces, pure language check creation, and record-and-playback capabilities.
The fact? Most “no-code” instruments nonetheless allow you to add code when wanted, and most “low-code” instruments have gotten so good they really feel like no-code. The road between them has blurred considerably in 2025-2026.
How I Chosen These Instruments
I used two strict standards for this checklist:
- Corporations I’ve spoken with on my TestGuild Automation Podcast – This offers me direct perception into their strategy, know-how, and the folks constructing these instruments.
- Corporations with actual buyer critiques on G2 – I am not thinking about advertising hype. These are verified customers sharing their precise experiences.
Necessary Be aware: The professionals and cons you may see beneath are NOT my opinions. They’re summaries from actual G2 buyer critiques. Generally customers are mistaken, or critiques are older and points have been fastened. I’ve famous updates the place I am conscious of them.
I all the time say: attempt a device for your self to see the way it works for you and your workforce. Most provide free trials—use them.
TestResults.io
Within the latest podcast with Tobias Müller on “Subsequent Technology Useful Visible Take a look at Automation,” I had the chance to delve into the workings of TestResults.io.
This platform, as mentioned, pioneers the applying of AI within the realm of autonomous software program testing, presenting a viable resolution for a few of the most typical challenges confronted in check automation. TestResults.io probably accelerates your testing course of threefold. Its main attract comes from its reliability, emphasizing eliminating the unpredictable components – or “flakiness” – typically related to automation testing.
Plus, it considerably lessens the upkeep effort, which might alleviate the stress concerned in making certain the continual operation of your testing.
One vital side differentiating TestResults.io from its counterparts is eradicating the necessity for XPath, IDs, and different selectors. This suggests decreasing the technical complexities sometimes related to the automation course of, making it extra approachable and environment friendly.
The platform is designed with a user-centric philosophy, enabling the automation of total consumer journeys. This implies you possibly can carry out assessments throughout purposes, browsers, units, and platforms, regardless of their particular applied sciences. If a consumer can work together with a system, TestResults.io can automate testing.
TestResults.io features a low-code and no-code designer in its platform, alongside a administration cockpit offering visible and detailed reporting. The purpose is to supply a complete check lab accessible and informative for customers of various experience ranges.
Lastly, one of many vital options of TestResults.io is its skill to combine together with your CI/CD pipeline easily whereas providing a workforce workflow. This seamless integration may very well be useful in reaching environment friendly, steady testing and supply in software program growth.
I’ll replace as soon as there are G2 critiques 🙂
ACCELQ
ACCELQ is a strong, cloud-based steady purposeful testing platform in a position to automate Internet, API, Cellular, DB, Mainframes, Desktop, and Packaged Apps
With its progressive codeless structure, ACCELQ revolutionizes testing by integrating automation all through the complete testing lifecycle. It gives complete net, desktop, API, cell, and mainframe testing options. With the business-process-driven design, pure language check logic, and self-healing capabilities, ACCELQ accelerates in-sprint automation and ensures dependable check execution. Its native integration with CI/CD instruments and assist for varied purposes makes it a top-tier alternative for high-velocity software program groups.
It additionally integrates deeply with package-based purposes like Salesforce, SAP, and Oracle.
In Their Personal Phrases: Guljeet Nagpaul on Salesforce Take a look at Automation
After I requested Guljeet Nagpaul, ACCELQ’s VP of Product, concerning the greatest mistake groups make when automating Salesforce, this is what he advised me on the TestGuild podcast:
“As you make investments your effort in evaluating varied choices for Salesforce, simply understand that doing that first script is just not the reply to automating Salesforce. Consider it from a standpoint of how one can scale up that automation and the way your present Salesforce configuration workforce can turn out to be part of not simply doing their guide testing, but in addition turning into a part of doing automation testing with out having to write down lots of programming and code round doing that automation.”
He additionally emphasised the place to confirm ACCELQ’s capabilities:
“Search for an possibility on [Salesforce’s] Appexchange. Their Appexchange is the only supply of fact when it comes to what Salesforce themselves advocate. You possibly can simply discover ACCELQ and what functionality it has associated to Salesforce check automation there.”
The takeaway? In the event you’re testing Salesforce, do not simply concentrate on recording one check script. Consider instruments based mostly on how they’re going to scale and whether or not your Salesforce configuration workforce can create and preserve automation with out heavy coding.
Hearken to the total interview: TestGuild Automation Podcast Episode 315 – Salesforce Take a look at Automation with Guljeet
What Prospects Say About ACCELQ
Professionals
ACCELQ receives general optimistic suggestions from its customers, who admire varied elements of the device. The convenience of use is incessantly talked about, with many purchasers highlighting the intuitive nature of the software program. Customers admire that no programming information is important to make use of the automation options, making ACCELQ accessible to people and not using a background in automation.
Its complete performance can also be a major level of reward. Customers see ACCELQ as a one-stop resolution for various testing wants, together with net, cell app, and API automation. The platform’s self-healing and AI-based factor choice options have been met with optimistic critiques, contributing to its enchantment.
Moreover, ACCELQ’s codeless automation capabilities are lauded. Prospects acknowledge the way it facilitates in-sprint automation and successfully reduces the effort and time required in software program testing. The software program’s seamless integration with platforms like JIRA, BrowserStack, and SauceLabs and its compatibility with varied automation purposes add to its optimistic reception. Help from the ACCELQ workforce additionally incessantly garners commendation for being excellent.
Cons
Nevertheless, some areas for enchancment have been recognized by customers.
Some have expressed a necessity for a debugger to investigate script failures, noting that the DOM mode may very well be extra user-friendly for factor capturing. ACCELQ might improve the method of capturing components, primarily when coping with equivalent components in numerous areas.
One consumer requested enhancements in Grid Filters to accommodate varied filter objects. Lastly, it was identified that whereas net Automation Checks run in a headless mode, there are events when customers would favor to run assessments in a non-headless mode.
** NOTE: Generally customers are mistaken or the G2 evaluation is older. For debugging, I discovered from the parents an ACCELQ that they’ve a sturdy Debugger and an clever Debug analyzer to counsel doable causes of error. Additionally, ACCELQ lately launched their ACCELQ SKYBOLT Ai Recorder which has a robust factor seize mechanism. It doesn’t want to concentrate on any CSS/XPath selectors, nor do any factor seize approvals.
I all the time say attempt a device for your self to see the way it works for you and your workforce. Fortunately ACCELQ has a free trial that I like to recommend you take a look at.
Subject7
Cloud-Born, Codeless Take a look at Automation Answer Leveraging AI & Open-Supply Tech for Internet, Cellular, API & Database Testing. Our unified, user-friendly platform integrates seamlessly with DevOps pipelines, helps multi-browser parallel testing, and gives superior options like self-healing, factor identification, and simple upkeep. Catering to non-technical testers and enterprise customers, Subject7 scales to satisfy the evolving wants of your enterprise, selling enterprise progress and agility.
Constructed for collaboration and effectivity, Subject7’s REST APIs and native plugins allow fast suggestions loops between QA and Dev. On the similar time, their responsive buyer partnership ensures a tailor-made testing resolution for each shopper.
In Their Personal Phrases: Payam Fard on Why Automation Initiatives Fail
After I requested Payam Fard, Co-Founding father of Subject7, concerning the greatest problem he is seen in automation tasks over 20+ years, he did not maintain again:
“The issue is there’s simply not sufficient automated testers out there. What I’ve seen is that to have the ability to compensate for that lack of sources, tasks will attempt to present 8-12 weeks, 16 weeks of programming coaching to testers that they’ve internally, attempting to transform them to automated testers. However it provides complexity as a result of it is yet one more codebase to keep up. And it is not a mission that you’ll ever be executed with—you must preserve it all through the lifecycle of your mission. However extra importantly, when you’ve gotten useful resource attrition and folks go away, discovering different sources whom you possibly can practice in time to have the ability to decide up the place the earlier folks left off will likely be its personal problem as effectively.”
On why unified platforms are gaining traction:
“In the event you go along with a unified platform that gives your end-to-end testing capabilities, it’s possible you’ll lose a few of the capabilities of different merchandise in the long term, but when everybody in your group can use it, you not have to coach of us to be programmers. You not have useful resource dependencies shifting ahead. What you might be creating is the flexibility to reuse increasingly of the automated flows that you’ve got created. It is a single repository.”
And this is the place Subject7 actually differentiates—reusing purposeful assessments for nonfunctional testing:
“What when you can reuse these [functional tests] for safety testing, load testing, accessibility testing early on through the shift-left paradigm? Builders, testers, enterprise customers—as they’re constructing their automated purposeful assessments—can bundle them collectively to do some load testing, dynamic safety testing, or accessibility testing early on in order that points are discovered a lot earlier. This reduces the suggestions loop. You might have extra time to repair it, less expensive to repair it earlier within the dash.”
The takeaway? In case your workforce is caught within the “practice guide testers to code” cycle, otherwise you’re sustaining a number of instruments for purposeful vs. nonfunctional testing, you are combating an uphill battle. The unified platform strategy eliminates useful resource dependencies and maximizes check reuse.
Hearken to the total interview: TestGuild Automation Podcast Episode 385 – A Holistic Strategy to Automation Testing with Payam Fard
What Prospects Say About Subject7
Professionals
Prospects of Subject7 reward the software program for its codeless scripting, integration with check administration instruments like JIRA, and user-friendly interface. They admire the product’s sturdy tech assist and worth its effectivity as a testing automation device.
Prospects observe its capability to cater to non-technical customers, who can carry out UI, API, Database, and efficiency testing with minimal coaching. They categorical that Subject7 gives a complete testing automation resolution and commends its responsive workforce.
Optimistic critiques point out the device’s skill to deal with varied testing strategies with no need further instruments, comparable to Useful, Regression, API, Database, Accessibility, and Efficiency testing. Additionally they admire the cost-effectiveness of Subject7, noting its worth in comparison with different automation instruments.
Cons
Regardless of the overwhelmingly optimistic critiques, some prospects have desired the device to assist desktop and Oracle EBS scripting and testing, improved calendar options, and extra sturdy automation for desktop purposes.
Lastly, prospects worth the simplicity and suppleness of Subject7’s check scripting, the concentrate on safety, and the superb assist workforce behind the product. Additionally they admire the platform’s studying curve, which turns into an integral a part of the testing workforce.
Opkey
Revolutionize Take a look at Automation with No-Code, AI-Supported Platform for Internet, Cellular, Desktop & Mainframe. Simple to make use of and empowering each enterprise and technical customers, Opkey gives seamless end-to-end automation, supporting 15+ packaged apps and 150 applied sciences.
Uncover and canopy testing gaps utilizing our intensive pre-built check library, and create new assessments 95% sooner with our intuitive drag-and-drop interface. Preserve sturdy automation testing scripts with self-healing AI, auto-generate reviews, and collaborate effectively, all inside our platform. With Oracle, Salesforce, SAP, and extra assist, Opkey is your one-stop resolution for environment friendly, complete check automation.
In Their Personal Phrases: Pankaj Goel on Why ERP Testing Is Totally different
After I requested Pankaj Goel, Opkey’s Co-founder and CEO, about what he discovered from 20 years of check automation failures and successes, he recognized the hole that led him to create Opkey:
“One factor that I spotted is that there’s a massive chasm that exists between technical and non-technical customers on the subject of check automation. In the event you take a look at generic purposes—net, cell, customized purposes—there are tons of instruments on the market. Selenium, Cypress, there are lots of instruments. However on the subject of the enterprise aspect, that is the place each device suffered. Vanilla was good, QTP was good at dealing with sure issues, nevertheless it was not sufficient to deal with all of the complexities of ERP testing and ERP transformation—Siebel, PeopleSoft, Oracle, Salesforce, SAPs of the world. Most of my failures really needed to do with the truth that the instruments weren’t a great match for any ERP-specific check automation program. Good to start with, however the upkeep as adjustments are available—that was an enormous, massive ache space.“
On the dimensions of ERP testing most individuals do not realize:
“You can be shocked to know that 70 p.c of typical I.T. and enterprise budgets are going to backend ERP transformations. Corporations are spending more cash, extra time, and extra effort into these backend transformations. The reason being easy: With out reworking your provide chain, you can not have a seamless consumer expertise. At this time limit, solely 9 p.c of enterprises have moved their ERP to cloud, which implies 91 p.c are nonetheless on the market that are going to make this transition over the following 7-8 years. Corporations will not be prepared for that.”
This is how Opkey’s strategy is basically completely different—utilizing check mining for discovery:
“Now we have reimagined the complete check automation asset for ERP purposes. We begin with check mining—a patented algorithm the place we level Opkey to your ERP surroundings, we mine your transactional logs that what you are promoting customers have been doing, we take a look at your configurations, after which Opkey fashions the best check instances that you ought to be testing. The check creation course of itself is automated for you. You might have the complete suite of check instances which supplies you proper protection. Historically that has been the issue: if I am an organization that carried out Oracle, how do I do know what I am testing? There aren’t any code protection instruments in ERP. Now we have taken the guesswork out of the equation.”
And on the upkeep killer—influence evaluation and self-healing:
“Adjustments are coming, and that is the place most automation applications fail. With Selenium, nice to start with, nevertheless it turns into not possible to keep up as a result of adjustments are coming in your management IDs and it’s essential to replace your web page object fashions. Selenium is just not outfitted to deal with that. We do influence evaluation—an autonomous engine that understands what sort of adjustments have occurred throughout releases, all of the configurations you’ve got introduced in. We do self-healing of the script based mostly on our AI fashions. This can be a self-learning algorithm using the facility of greater than 250 prospects—every failure from prospects anonymously makes this self-healing algorithm higher.”
The takeaway? ERP testing is not net testing. The complexity, configuration adjustments, and 70% of enterprise budgets going to ERP transformations require purpose-built options. Generic instruments fail at upkeep. Opkey’s check mining discovers what to check routinely, and AI-powered influence evaluation handles adjustments with out guide script updates.
Hearken to the total interview: TestGuild Automation Podcast Episode 395 – Remodeling the Method You Take a look at Your ERP with Pankaj Goel
What Prospects Say About Opkey
Professionals
Opkey has earned excessive acclaim from its buyer base, who spotlight a number of options of the platform that stand out as notably useful. Prospects have discovered the Affect Evaluation function exceptionally advantageous, accelerating testing timelines throughout patch updates on shopper tasks. The self-healing scripts, which show useful throughout Salesforce type updates and integration processes, have garnered reward.
The pre-built assessments and no-code check builder of Opkey stand out as an influential components in dashing up the check creation timelines. Moreover, the platform’s user-friendly interface, characterised by drag-and-drop performance that requires no coding information, is fashionable amongst customers.
Purchasers additionally worth Opkey’s good recorder function, which gives a stable basis for his or her Salesforce purposes. The article repository function is one other side that prospects admire, because it successfully saves objects and their properties to a dashboard.
One other noteworthy attribute is Opkey’s check discovery know-how, which impresses customers with its pace and considerably reduces guide testing procedures. The info mining function additionally earns recognition for its essential function in discovering points with current check instances, particularly for SAP purposes.
Cons
Nevertheless, alongside these accolades, prospects have recognized areas for enchancment. These embody needing extra intensive documentation on sure subjects and making a neighborhood web page for consumer discussions. Prospects have additionally famous that the device’s sheer variety of options and sections might overwhelm new customers.
Testsigma
Testsigma is an open supply Unifying Codeless Take a look at Automation for the Agile and DevOps Period. Seamlessly automate end-to-end testing situations for net, cell, and APIs utilizing easy self-healing English scripts.
Testsigma is a user-friendly platform that enables all workforce members, no matter technical proficiency, to develop and preserve check instances 5X sooner than conventional strategies. Leverage our AI capabilities to auto-heal failing check instances and counsel potential fixes. Customise testing attributes, combine with CI/CD instruments, and effortlessly automate assessments for UI components, APIs, databases, and extra.
Testsigma’s sturdy check administration instruments, visible testing capabilities, and seamless integrations provide an entire check automation ecosystem, making it 5X sooner and saving 70% of prices in comparison with different instruments (in accordance with them).
In Their Personal Phrases: Rukmangada Kandyala on Why Take a look at Stacks Are Damaged
After I requested Rukmangada Kandyala, Testsigma’s Founder and CEO, why firms nonetheless wrestle with check automation after 20 years, he did not mince phrases:
“80% of firms nonetheless desire to construct their very own customized frameworks from scratch. Take a look at automation remains to be an remoted resolution, damaged and remoted from the mainstream developer ecosystem. It takes lots of time and effort to actually put all these items collectively for a heterogeneous surroundings—net, cell, API, database. If you must construct a framework for all these, you actually have too many shifting components.”
On why sustaining customized frameworks turns into not possible:
“For every distinctive requirement, it’s essential to customise your framework. It isn’t simply add it and go away it. Every time there’s an replace to any of those libraries, you must preserve all of these, exchange them with newest variations, test backward compatibility. Whenever you begin with Angular after which change to React, you must usher in different libraries. It turns into a parallel growth mission, actually. That is why I say it has too many shifting components.”
And this is why Testsigma selected open supply as the answer:
“We strongly consider we’d like a collaborative strategy right here. That is nearly a 20-year downside—check automation is just not new, and we nonetheless see startups arising attempting to unravel the identical downside with completely different approaches. We’re not attempting to reinvent the wheel. Automation capabilities have been solved amazingly effectively by Appium, Selenium—we’re making use of that. We’re attempting to carry the whole lot collectively so you possibly can exchange the damaged check stack with a complete platform.”
The takeaway? Customized frameworks create a upkeep nightmare with too many shifting components. The answer is not rebuilding automation from scratch—it is leveraging confirmed frameworks (Selenium, Appium) whereas fixing the true downside: unifying the whole lot right into a collaborative, open-source platform.
Hearken to the total interview: TestGuild Automation Podcast Episode 391 – No-Code Open Supply Take a look at Automation with Rukmangada Kandyala
What Prospects Say About Testsigma
Professionals
The client critiques of Testsigma exhibit a mixture of each optimistic suggestions and areas of enchancment. Prospects admire the platform’s ease of use and the fast studying curve, notably praising the codeless scripting, pure language processing (NLP), and assist options for guide testers. The range of actions out there for automation is one other optimistic side, with customers valuing the flexibility to import and add code when essential.
Testsigma’s cloud companies have obtained a commendation for his or her resource-saving nature and time effectivity, contributing to the platform’s user-friendliness. It is lauded as an efficient device for automating a number of platforms with out requiring intensive programming experience. The platform’s fast assist and steady enhancements additionally contribute to its optimistic reception.
The all-encompassing device side of Testsigma is appreciated for facilitating the testing of each net and cell purposes inside a single platform. Customers additionally benefit from the platform’s open-source strategy, cross-platform compatibility, and integration capabilities. Testsigma’s recording and playback function, notably the auto-record components, has obtained optimistic suggestions, as it might automate repetitive UI interactions and the simplicity of making check instances.
Cons
Nevertheless, alongside this optimistic suggestions, prospects have highlighted a number of areas for potential enchancment. Some have reported efficiency points and issues with ticket monitoring. Occasional errors that pop up unexpectedly have additionally been talked about, although these are sometimes resolved with assist intervention.
Customers have expressed a necessity for efficiency enhancement, particularly after introducing extra NLPs. A level of problem in performing easy steps and automating complicated check instances was reported by some customers. Different prospects talked about that the execution pace is comparatively sluggish and may very well be improved.
Sure customers have reported challenges with explicit options and discovering the best features in dropdown lists. The granularity of check case administration has additionally been a degree of competition, together with a necessity for some desired options within the open-source model. Customers have reported points figuring out the proper HTML factor when it is nested inside iframes and complained concerning the platform often lagging or freezing.
A standard suggestion is to enhance the applying’s efficiency, primarily when coping with extra NLPs and steps. Lastly, some customers have talked about the lack to make use of multiple check information profile all through the check case and to repeat check steps from one case to a different as a limitation.
AVO
A No-Code, AI-Pushed Take a look at Automation Answer – Avo Guarantee redefines check automation by providing a complete, no-code resolution powered by AI, dramatically slicing down the time, effort, and sources concerned in guide testing. With seamless integration, cross-platform compatibility, and intuitive UI, Avo Guarantee helps you to check throughout net, cell, mainframes, ERPs, Salesforce, and extra. Its distinctive options embody end-to-end testing, in-sprint automation, check upkeep effectivity, and CI/CD integration. Additionally, it is licensed for SAP S/4HANA, SAP NetWeaver, Oracle Cloud, and Salesforce. With Avo Guarantee, you may improve check protection and productiveness, pace up utility releases, and scale back manufacturing defects and infrastructure necessities. It is a good, scalable, cost-effective resolution for top-quality utility supply.
What Prospects Say About Avo
Professionals
AVO Guarantee is popular with its customers, who reward its user-friendly nature, scriptless automation, sooner execution instances, cross-browser execution, and net, desktop, cell, and mainframe testing assist. Its Genius Scraping function for simplified object extraction has additionally been positively obtained. Furthermore, many customers admire the device’s reusability of scripts, straightforward upkeep, parallel execution, and scheduling capabilities. The AVO Genius add-on and the flexibility to execute a number of situations independently via clever scheduling are different valued elements of the device.
Cons
Nevertheless, there are additionally recommendations for enchancment. A standard critique is that AVO Genius at present helps solely web-based purposes, and a few customers have expressed a want for added key phrases and higher connectivity. In line with some, the reporting performance is also improved, who point out points comparable to the lack to obtain reviews immediately in PDF type and issues with the server getting disconnected. Different customers say that the device has a restricted variety of key phrases and want to see this expanded.
Regardless of these minor points, the consensus amongst customers is that AVO Guarantee is a high-performing, environment friendly, and accessible device for automated testing. They observe it is useful for these with out coding information, and commend its time effectivity, lowered human effort, and accuracy.
mabl
mabl: Main Clever, Low-Code Take a look at Automation Answer – mabl revolutionizes check automation by offering an clever, low-code resolution that seamlessly integrates automated end-to-end assessments into the complete growth lifecycle. With options like cross-browser testing, auto-healing, in-depth outcomes, API, and accessibility testing, it allows high-speed software program groups to create, execute, and preserve dependable assessments for browser, API, and cell net purposes. Mabel’s unified platform additionally gives data-driven testing and efficiency testing, with instruments for scalable testing from the cloud. Simplify your automated testing course of, pace growth, and improve utility high quality with mabl.
What Prospects Say About mabl
Professionals
From the a number of G2 critiques, it is evident that Mabl’s prospects typically discover the software program to be a helpful device for his or her testing wants. Here’s a summarized breakdown of what they admire and areas they consider may very well be improved:
The user-friendly and intuitive interface of Mabl constantly receives reward, with customers citing the file and playback function as particularly easy and efficient. The low-code nature of the platform is one other extremely valued side, because it empowers a broad spectrum of workforce members to automate assessments with minimal coding expertise.
Effectivity and pace are additional strengths related to Mabl. Customers admire the flexibility to create assessments rapidly, which is essential for groups with intensive testing necessities and tight timelines. The platform’s reliability can also be counseled, with prospects highlighting the assessments’ robustness and the auto-healing function’s utility.
Mabl’s assist workforce earns excessive marks for responsiveness and helpfulness when troubleshooting points. The platform’s integration capabilities, comparable to with Microsoft Groups and Azure DevOps, and its API assist are additionally appreciated by customers. Many benefit from the comfort and low upkeep of Mabl as a cloud-based device.
Cons
Alternatively, customers have additionally recognized areas for enchancment. There is a famous want for enhanced cell check automation assist and integration with different fashionable check administration instruments, like Testrail. Some prospects expressed the need for a broader vary of reporting choices and enhancements within the current ones.
A couple of customers have identified inconsistencies in testing outcomes as a supply of frustration. Extra particular examples within the Mabl documentation have been requested to information customers of their testing efforts higher.
The pricing mannequin was flagged as probably prohibitive for scalability in bigger firms. False positives have been additionally talked about as points, notably with options like auto-healing and visible testing alerts.
Nonetheless, the general sentiment in direction of Mabl is optimistic. Its customers tremendously worth the user-friendly interface, ease of use, and sturdy capabilities. Regardless of a number of recognized areas for enhancement, they view Mabl as a robust device that has helped streamline their testing processes.
Katalon
Katalon is an AI-powered software program high quality platform designed to assist groups check net, cell, and desktop apps and APIs. Its aim is to allow the supply of high-quality digital merchandise and experiences. Additionally, their AI-augmented testing platform facilitates fast check creation with low-code ease, full-code flexibility, and real-world situation recording. It organizes check artifacts coherently and integrates seamlessly with different instruments for mapping automated to guide assessments.
With immediate net and cell check environments, it allows parallel execution throughout various platforms and gives real-time visibility for efficient decision-making. At its core, Katalon leverages AI to ship self-healing assessments, smart-wait execution, and autonomous testing.
What Prospects Say About Katalon
Professionals
Katalon Platform gives complete check creation, delivering a user-friendly expertise via straightforward and environment friendly check growth mechanisms comparable to low-code speedy automation and record-and-playback options. This versatility extends to the number of check varieties it accommodates, empowering customers to create a spread of assessments for net, cell, API, and desktop purposes.
Concerning integration, Katalon excels with its seamless connectivity with different platforms and instruments, together with Jira, ALM, and varied DevOps instruments. This performance is complemented by the sturdy neighborhood assist offered by the Katalon Neighborhood, which gives substantial help to customers and facilitates problem-solving via peer-to-peer interplay.
Distinctive to Katalon is its self-healing function, an AI-driven element that fortifies the resilience of check instances. This side is a element of Katalon’s complete strategy to check group and reporting. The platform ensures the structured group of check artifacts, and its TestOps function yields detailed reviews whereas providing real-time visibility of testing processes.
Furthermore, Katalon simplifies the consumer expertise with its vary of in-built features, prepared for personalization and decreasing the necessity for complicated coding. Moreover, it options an inbuilt recorder that captures all locators of components throughout web site navigation, additional simplifying the duty of writing check scripts.
Cons
Katalon Platform, whereas sturdy, does have a number of limitations, as reported by customers. First, its language assist is primarily confined to Java and Groovy, leaving customers wanting expanded language compatibility, comparable to Python. Efficiency points have additionally been a trigger for concern, with customers reporting sluggish execution instances and occasional device crashes, impacting general effectivity. Moreover, Katalon’s TestOps reporting function presents some restrictions, because it appears to work solely with Take a look at Suite Run and lacks integration capabilities with the BDD framework.
Navigational challenges throughout the interface have additionally been reported, with customers discovering it tough to modify between completely different platforms and entry varieties. Excessive load dealing with additionally seems to be a weak level for Katalon, with the platform reportedly struggling beneath vital hundreds. Lastly, whereas Katalon does provide a free model of its device, it’s not open-source, and several other superior options are reserved for the paid model. This, coupled with the notion that the pricing is considerably excessive, has elicited blended emotions amongst customers.
What about an open-source, low-code resolution?
Robotic Framework
Regardless of its quite a few benefits, the Robotic Framework does current some challenges. One such problem lies in its preliminary setup. The complexity of managing plugins, libraries, and versioning can show daunting, notably for these new to the framework. This could result in a steeper studying curve than desired.
The Robotic Framework’s simplicity can generally be a double-edged sword. It leans closely on its keyword-driven testing strategy, which might restrict the depth of coding expertise and understanding customers achieve whereas lowering the coding demand. This might show a deterrent for these wishing to deepen their programming information.
Whereas the consumer expertise is mostly seen as a power because of the simplicity and performance of the framework, some customers consider there’s room for enhancement on this space.
BugBug
A more recent device I have been listening to extra about on this area is BugBug. They advertise as quick, centered low-code check automation for chromium-based net purposes. And their greatest declare is that they’re constructed for pace and ease,
How?
BugBug helps groups to create and execute net assessments rapidly with out complicated setup or coding necessities. Its straightforward to make use of check recorder options good selector seize and a built-in e-mail testing inbox that streamlines signup circulate testing. When fundamental recording is not sufficient, BugBug gives flexibility via customized JavaScript and variables, integrates seamlessly with CI/CD pipelines, and helps scheduled cloud execution for steady utility well being monitoring
With its twin execution mannequin, native runs for speedy suggestions and cloud-based execution for complete protection, BugBug delivers sensible net testing automation with out enterprise device complexity.
What Prospects Say About BugBug
Professionals
BugBug’s intuitive interface stands out throughout buyer critiques, with customers noting it is accessible even for workforce members with out automation expertise. The clear UI lets customers focus on constructing assessments reasonably than studying the device, with POC implementations sometimes accomplished inside every week.
The progressive “Edit & Rewind” function is incessantly praised—customers can pause recording, manipulate steps, and resume assessments at any location. One lead QA engineer reported this “lowered time spent on check writing and fixing by half no less than,” calling it a singular functionality that units BugBug other than established frameworks.
Parts earn constant recognition for enabling check reusability. Adjustments made to a element routinely replicate throughout all assessments utilizing it, described repeatedly as a “enormous time saver” by prospects managing massive check suites.
Buyer assist receives distinctive marks, with response instances beneath two hours and options sometimes offered inside a day. Customers admire “actual folks” responses reasonably than generic automated replies, noting the advantages of a responsive firm the place recommendations obtain real consideration.
CI/CD integration success is well-documented, with groups efficiently implementing BugBug in GitHub Actions and DevOps pipelines. A number of organizations report shifting from quarterly releases to steady deployment enabled by BugBug’s automation. Particular outcomes embody automating 80% of assessments and saving 2-3 hours weekly.
Free native execution permits debugging with out consuming cloud credit, whereas customized JavaScript capabilities present flexibility for superior situations. Customers constantly point out speedy time-to-value with implementations finishing inside every week.
Cons
Probably the most incessantly talked about limitation is elements cannot be reused a number of instances inside a single check, although that is on the product roadmap.
Lack of conditional logic capabilities—particularly loops and if/when/whereas statements—is constantly requested. Technical customers should fall again to customized JavaScript steps for conditional logic, decreasing the low-code profit for complicated situations.
Variable administration turns into tough as check suites develop. The variables part lacks organizational options like folders or classes, making upkeep cumbersome in comparison with code-based instruments like Cypress or Playwright.
BugBug’s Chromium-only focus limits groups requiring intensive cross-browser testing for Firefox or Safari. Dynamic content material dealing with might be unreliable, and assertions lack flexibility for intricate validation necessities. Help for extremely complicated check situations stays constrained.
Integration capabilities obtain blended suggestions—CI/CD works effectively, however prospects need extra testing device integrations. Reporting performance is satisfactory however may very well be improved. The 30-minute most per check run requires splitting longer suites into segments.
Occasional technical challenges embody intermittent iframe testing points (although assist resolves these rapidly) and uncommon cases the place assessments cease on particular steps with out clear trigger. Visible regression testing and verification of non-display attributes like web page titles aren’t at present out there.
Lastly, BugBug is not designed for cell native apps, desktop utility automation, or superior API testing workflows—limitations price noting for groups with broader automation wants.
Fast Professionals and Cons Low-Code No-Code Automation Take a look at Instrument Desk
| Instrument | Professionals | Cons |
|---|---|---|
| AccelQ | Simple to make use of, Complete performance, Codeless automation, Seamless integration, and Excellent assist. Full-featured check platform | It wants enhancements in debugging and factor capturing, Enhancements in Grid Filters, and Execution mode is all the time headless. |
| Subject7 | Intuitive UI, Simple to be taught, Dependable and sturdy efficiency, Fast buyer assist, Integration capabilities | Occasional inconsistencies, Extra detailed documentation wanted, and UI may very well be extra streamlined. |
| Opkey | Spectacular Affect Evaluation, Self-healing Scripts, Consumer-friendly Interface, Sensible Recorder, Take a look at Discovery Know-how | It wants extra documentation, which is Probably overwhelming for brand spanking new customers. |
| Testsigma | Simple to make use of and be taught, Various actions for automation, Efficient cloud companies, Fast assist, Cross-platform compatibility | Points with efficiency, Occasional errors, Problem in automating complicated check instances, and Execution might be sluggish. |
| Avo | Simple to make use of, Observe information plan adjustments, Good assist, Integrates effectively with information analytics instruments | Extra assist for third-party integrations, Extra templates for widespread occasion varieties |
| Mabl | Consumer-friendly, Low-code Characteristic, Environment friendly, Dependable, Good assist, Seamless Integration | It wants higher cell testing, Extra reporting choices, Inconsistencies, Extra particular documentation, Pricing mannequin. |
| Katalon | Simple check creation, versatile check varieties, sturdy neighborhood assist | Language assist, primarily Java and Groovy, efficiency points, navigational challenges, excessive load dealing with points, and excessive pricing. |
| Robotic Framework | Easy to make use of, versatile, and robust neighborhood assist. Mature well-established framework | A fancy preliminary setup leans closely on a keyword-driven strategy, with room for consumer expertise enhancement. |
Low-Code vs. No-Code: Which is Higher for Automation:
Which device is healthier? Do you have to contemplate Low Code or No Code check automation options? Discover out on this free video coaching that includes automation skilled Larry Goddard and myself:
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