Smoke vs Sanity
Best practices Test Management Agile in QA
9 min read
June 26, 2025

Smoke Testing Vs Sanity Testing: Difference with Examples

In the realm of software testing, two terms often find themselves at the forefront: smoke testing and sanity testing. While these concepts might sound similar and even interchangeable to a non-tester, they represent distinct approaches that serve unique purposes in QA. To navigate the complex software testing world, you must understand the fundamental differences between both, and this article will provide everything you need on the topic.

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Robert Weingartz
Nurlan Suleymanov

Smoke testing and sanity testing contribute to the overall quality assurance efforts differently. In this article, we will delve into the depths of these two testing techniques, shedding light on their definitions, objectives, workflows, and, most importantly, their practical applications through real-world examples. So fasten your seatbelts and get ready to explore the intriguing nature of smoke testing and sanity testing, unlocking the secrets behind successful software validation.

What is sanity testing?

Before we compare it to the smoke test, we should answer this question: what is a sanity test? Sanity testing (or sanity check) is a quick, focused subset of regression testing. It evaluates whether the software application or system is stable enough. The primary objective of sanity testing is to ensure that the critical functionalities, major features, and crucial software components are not broken or impaired during development or modification.Ā 

Unlike comprehensive testing methods, sanity testing focuses on narrow areas or specific functionalities of the system’s core functionality. The best time to perform it is after major changes or additions to the software, like bug fixes, patches, or new feature implementations. The goal is to quickly determine if the system is ready to proceed with thorough testing.Ā 

For example, imagine a web application that allows users to sign up, log in, and perform basic account management tasks. After implementing a critical security patch, a sanity test would validate the core functionalities of user registration, login, and account management and their functionality. This test would not involve extensive testing of all features or scenarios but would focus solely on ensuring the system’s functionality remains intact after the recent changes.

Whether you’re running smoke tests to verify basic functionality or sanity tests to check for specific issues, the efficiency and accuracy of your testing are still at stake. To streamline these efforts, you need a powerful test management solution that can automate repetitive tasks, ensure full traceability, and provide comprehensive insights into your testing results.

aqua cloud delivers exactly that. With 100% traceability and AI-driven features, aqua empowers you to execute both smoke and sanity tests faster and more effectively. Its generative AI features can help you create test cases, requirements, and test data in just three clicks, saving you up to 97% of your time. Plus, with its central repository, you can manage all your manual and automated testing efforts in one place, ensuring smooth collaboration across your team. Whether you need to integrate with Selenium, Jenkins, or any other automation tool, aqua’s seamless integrations keep your testing pipeline efficient and reliable. Just when you think it is over, aqua’s native Capture integration will deliver the ultimate bug-reporting experience (with just 1 click!) with the most attractive visuals.

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Smoke testing? That's your "did we break everything" check. Run it first after any build to make sure the app won't crash and burn when you poke around the main features. Think of it as testing whether your car actually starts before taking it on the highway.

Sanity testing cuts deeper; you're hunting for whether that specific bug fix you just deployed actually works without messing up nearby functionality. Limit your sanity tests to just the affected area plus one connecting feature.

Start with smoke, then pivot to sanity. Your deployment confidence will thank you later.

EdisonCarterNet23 Posted in Software Testing Reddit thread, 3 years ago

What is smoke testing?

Smoke testing (or build verification testing) is initial testing to ensure the essential functionalities of a software application or system are working correctly and stable enough for further testing. A typical time to execute smoke testing is early in the software development lifecycle or after receiving a new build or release. Smoke testing’s meaning might sound similar to that of sanity testing, but there are subtle differences we will talk about in the following paragraphs.

The primary objective of smoke testing is to identify critical issues that could prevent the application from functioning properly. It is called “smoke testing”, as it derives its name from verifying whether the system will “smoke” or function at a basic level without catching fire.Ā 

In smoke testing, you must execute a limited and predefined set of test cases to cover the most crucial software features and functionalities. The goal is to provide a quick assessment of the build’s stability and identify major problems you must address before proceeding with more comprehensive testing.Ā 

For example, consider a software application for an e-commerce website. During smoke testing, the tester might verify if the basic operations, like launching the application, navigating through pages, adding items to the cart, and proceeding to checkout, are functioning correctly. The focus is to ensure the core functionality is intact and there are no glaring issues that would render the application unusable. It’s crucial to note that smoke testing does not aim to achieve extensive coverage or identify all possible defects. It is an initial checkpoint to validate the overall system stability and determine if it is worth spending time on more rigorous testing. A build that fails too early would likely need changes that will affect or break other things, so it’s better to apply QA effort elsewhere before evident showstoppers are fixed.

What are the differences between smoke and sanity testing?

There is no denying that smoke and sanity testing have some similarities, which is why people often get confused by them. These similarities include test focus (both focus on specific areas of software), providing quick feedback, early detection of bugs, or covering the most critical aspects of the software.Ā 

Both smoke testing and sanity testing are fundamental practices in the field of QA. While smoke and sanity testing serve different purposes, they are commonly considered essential techniques in software testing. In contrast, user acceptance testing (UAT) is a less frequent and more specific type of testing that focuses on evaluating software from an end-user perspective using acceptance testing tools.

"The best tester is one who can put themselves in the customer's shoes"

Greta James, Consulting systems engineer

What about the differences? How do we make the comparison – smoke vs sanity testing? Here are the main differences you should know about them:Ā 

  1. Scope: Smoke testing focuses on basic stability, covering essential functionalities, while sanity testing focuses on specific areas or functionalities after changes or additions.
  2. Purpose: Smoke testing is a quick evaluation of build stability for further testing, while sanity testing ensures critical features are intact and the system is in a reasonable state.
  3. Depth of Testing: Smoke testing is surface-level and covers the core functionalities without extensive coverage, while sanity testing goes deeper with targeted testing of specific areas or functionalities.
  4. Execution Timing: Smoke testing is performed early in the software development lifecycle or after a new build, but sanity testing is conducted after major changes or additions to the software.Ā 
  5. Automation:Ā Get your smoke tests fully automated: this is non-negotiable for CI/CD success. Teams that automate these basic checks see deployment confidence nearly double. For sanity testing, you’ve got flexibility here. Keep it lean, though, whether manual or automated. A focused 15-minute sanity check right after your developer pushes that critical bug fix. A common mistake here is over-engineering sanity tests until they’re basically mini smoke suites.

Smoke testing vs sanity testing comparison does not end here. While there are some small differences between them, such as the level of documentation, test environments, or test execution time, the above-mentioned differences are more important to remember when implementing these testing methods.

In my mind, Sanity tests would be "Let's make sure we didn't break anything horribly, just in case" While smoke tests would be "Let's confirm that the core functionalities still work as expected". So, I'd say these are pretty much the same, with maybe intent being different and smoke tests being more structured.

di6 Posted in Software Testing Reddit thread, 3 years ago

Smoke vs Sanity differences

Best Practices for Effective Smoke and Sanity Testing

Want to squeeze the most value from your smoke and sanity testing? Start by keeping your smoke test suite tight; focus on the core user flows that matter most. Automate these bad boys and plug them straight into your CI/CD pipeline so they act as a quality gate for every build. Here’s the key: set crystal-clear pass/fail criteria, and if something breaks, stop everything. Don’t waste your QA team’s time chasing ghosts down broken pipelines. Your smoke tests will need regular tune-ups as your product grows, so schedule monthly reviews to keep them relevant. For sanity testing, be surgical about it. Pick test cases that directly target whatever changed, plus anything that might get rattled by those changes.

Tag your test cases in a management tool: it’ll save you nearly 40% of the time you’d spend hunting down the right scenarios. The real win here is that you’ll catch problems before they snowball into expensive fixes. Bottom line: your software ships more reliably, your team stays sane, and stakeholders actually trust your releases.

Common Challenges and How to Overcome Them

Even with solid smoke and sanity testing processes, you’ll inevitably hit some bumps along the way. The biggest culprits are the flaky automated tests that pass today and fail tomorrow, environments that don’t quite match production, and test suites that slowly bloat into mini-regression runs.

Here’s your immediate action plan: Start by tracking which tests flip-flop results over a two-week period—anything with a failure rate above 20% needs fixing through better test data or more stable selectors. For environment mismatches, containerisation can nearly eliminate all those ‘works on my machine’ headaches.Ā 

Remember: your smoke tests should never take longer than 10 minutes to run. If they do, you’ve probably snuck in too many scenarios. Keep a simple rule—if the build breaks and this test wouldn’t catch it within the first user interaction, toss it out.

For sanity testing, resist the urge to go full detective mode when a quick health check will do. And definitely mock those unreliable third-party APIs that tank your tests every other Tuesday.

Conclusion

In software testing, the differences between smoke and sanity testing are crucial for ensuring effective quality assurance. With smoke testing, your focus is on basic stability, while in sanity testing, you dive deeper into specific functionalities; both play integral roles in identifying critical issues and validating the system. By incorporating these testing methodologies appropriately into your software development lifecycle, you can deliver a high-quality digital product that meets user requirements.

Choosing the right approach for smoke and sanity testing is essential for maintaining the quality and reliability of your software applications. By using these testing methods, you can deliver robust software that meets user expectations.

Smoke just checks if the basic bare minimum function of the product works. E.g. Netflix. Can you open the app and play a video? While sanity checks for, let's see if the core functions of the app work fine. E.g. Video playback from different places, search results, playback controls, and some most used customer UX flows.

pm-me-ur-uneven Posted in Software Testing Reddit thread, 3 years ago

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FAQ
What is sanity testing?

Sanity testing is a basic level of software testing to quickly evaluate whether the system functions properly after minor changes or fixes without delving into extensive testing.

What is a smoke test in QA?

A smoke test in QA is a preliminary test that focuses on quickly verifying the most critical functionalities of a software system, often performed before more extensive testing is conducted.

What are the differences between smoke and sanity testing?

The main differences between smoke and sanity testing include depth, timing, scope, execution, and purpose.