How We Test Keyboard Switches  
Transforming Our Data Into Comparable Reviews

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Close-up of two 2-pin mechanical switches shown from different angles, with white housings and a pink stem.

We've tested over a hundred keyboard switches, and to maintain our independence, we buy them all ourselves. We don't just rely on subjective testing. Instead, we rigorously test each switch on the same standardized test bench so you can compare them on equal ground.

Our review pipeline is a team effort involving photographers, inventory managers, testers, test developers, and editors, with multiple validation rounds along the way. In this article, we'll show you how we choose and test keyboard switches, and how we present our results so you can trust them.

An overhead shot showing a white macropad with several switches and keycaps removed. A microphone and a camera on a tripod are positioned nearby.
A screenshot of audio editing software showing frequency analysis.
A close-up shot of a macropad with several switches removed and a microphone positioned above for sound recording.

Product Selection

A huge number of new switches are released every year, and as much as we may want to, we can't test them all. We aim to maintain a good cross-section of the market that runs the gamut between older classics, currently popular switches, and even some more unusual choices. We try to purchase and test switches that will be the most interesting and useful for beginners and enthusiasts alike.

Screenshot of the RTINGS.com Review Pipeline page filtered to the Computer category. The navigation bar shows subcategories including monitors, mice, keyboards, printers, keyboard switches, VPNs, routers, and laptops, with

For most other product categories we test, we conduct user polls where you can vote on what you'd like to see reviewed. We don't currently hold regular polls for keyboard switches as we've found it more efficient to test in batches. But if there's a switch you'd like to see us buy and review, we encourage you to let us know in our forums.

Philosophy

How We Buy Products

We buy switches the same way you do, and we don't accept review samples from brands. This ensures we aren't getting cherry-picked switches that could affect our results and give you a false impression of what to expect if you buy them yourself. The trade-off is that we don't get access to products as readily or as early as reviewers who receive brand-supplied samples.

Standardized Tests

Our standardized keyboard switch test bench is what makes our reviews helpful when you're trying to make a buying decision. By testing in the same way, you can use our side-by-side tool to compare switches on an even playing field and determine which one best meets your needs.

We also have a powerful table tool that lets you explore our entire database. You can create your own custom table with basic filters like price, switch feel, or actuation force, as well as even more in-depth options like pin count, housing color, or press latency average, just to name a few.

Testing

Our keyboard switch testing is split into two sections: Design and Performance. The following is a quick overview of each.

Design

This section has two test boxes that provide some basic physical information.

Four of the same mechanical keyboard switches shown on a wooden surface, angled to display different sides. The switches have black housings with white cross-shaped stems and visible metal pins and plastic stabilizer pins on the underside.
The photo in the Compatibility box shows the switch at several angles to visually demonstrate elements like pinout layout and stem shape.

The first box covers compatibility with information like pinout count and keycap stem type. The second box is focused on LED illumination, listing the color and finish of the switch housing.

Performance

The performance section of our reviews is larger and uses comparative measurements and several specialized measurement tools. One of the most important tools on our test bench is a Mecmesin MultiTest 2.5-I force tester.

A force testing setup showing a mechanical switch mounted in a modified macropad beneath a vertical force testing probe. The probe is about to press downwards on a keycap to measure actuation force, with wires extending from the macropad for data collection.
The force testing machine we use for the Keystrokes test lowers a probe onto a switch with controlled precision, measuring characteristics such as actuation force and travel distance.

This machine allows us to evaluate fundamental aspects of a switch, including switch feel, actuation force, and total travel distance. We also use it to produce standardized force curve graphs that are widely used by switch enthusiasts to compare and visually understand the differences between switches.

Three force graphs produced by our force tester machine. From left to right, they illustrate the profiles of a typical linear switch with a smooth force curve, a tactile switch with a noticeable bump at the tactile point, and a clicky switch with an even more pronounced tactile event.
Example of three actuation graphs produced by the force tester, showing from left to right a typical linear, tactile, and clicky mechanical switch.

We don't currently evaluate switch acoustics directly because it's so heavily dependent on other factors that make comparability challenging, including keyboard case material, plate material, mounting style, foam layers, and more. That said, we do still use a microphone for evaluating a switch's factory smoothness.

A desk setup showing our Factory Smoothness setup. A small macropad with several keycaps removed sits on a desk mat, with a condenser microphone on a tripod positioned close to it and a DSLR camera mounted on a tripod recording from the side. Nearby are loose keycaps, switches, and a yellow switch puller.
Our Factory Smoothness test uses an audio recording to help determine how smooth the switch feels. This image demonstrates the test being conducted on Gazzew Boba U4T (62g) switches. This test also includes a video element.

Lastly, for our Latency test, we use a variety of equipment, including a Beagle 480 USB analyzer, a custom microcontroller setup, copper tape, a solenoid, and even a small desk fan to keep the solenoid from overheating during sampling.

We mount the switches into basic keypads with generic keycaps. For conventional mechanical switches, we use several modified Epomaker TH21 numpads, but these only serve as standardized bases and aren't part of the measurement itself. In fact, for latency testing, the keypad remains unpowered.

Keyboard switch testbench with a hot-swappable macropad, solenoid actuator on an articulating arm, custom breadboard, and USB analyzer for latency testing.
For latency testing, we use specialized equipment including a custom PCB with a Teensy 4.0 microcontroller and a Beagle 480 USB analyzer.

This setup is different from our keyboard latency methodology, which intentionally includes all inherent delay added by the keyboard itself, including scan rate, firmware processing, and debounce. Instead, our goal in testing switch latency is to only measure the pre-travel latency of the switches themselves, independent of any keyboard-level factors.

We aren't going to dive into our methodology for our performance tests within this article, but if you're curious or have more questions, we encourage you to check out our R&D article. It meticulously documents our methodology and rationale for both our switch latency testing and our attempt to objectively evaluate switch smoothness.

Videos

Below is a dedicated video investigation that documents the development and execution of our factory smoothness testing.

We also produce in-depth video reviews and recommendations for a wide variety of product categories. For keyboard, mouse, and other computer-related videos, see our RTINGS.com Computer YouTube channel.

Recommendations

Separate from our reviews, we publish a collection of curated switch recommendation articles. They're designed to help you decide which switches to buy. When preparing and maintaining these recommendations, we factor in elements like pricing and availability in addition to our test results. At the end of the day, our recommendations are just that: recommendations. They aren't intended as definitive tier rankings for longtime hobbyists. Instead, our primary goal is to make them most useful for non-experts or those who haven't purchased a keyboard in a while and need an approachable starting point.

For test bench version changelogs, R&D articles, and any other future content, you can browse all our keyboard switch articles.

How To Contact Us

Constant improvement is key to our continued success, and we rely on feedback to help us. We encourage you to send us any questions, criticisms, or suggestions. You can reach us in the comments section of this article, anywhere on our forums, on Discord, or by emailing feedback@rtings.com.