The Korf Blog

The inside story: our research,
development and opinions
6 October 2026
Why Don't You See What I See
A few years ago, I published a histogram showing a distribution of turntable platter's momentary speeds. Here it is again, to save you a click:

To remind you, it shows how many times a given momentary speed was measured over a given period. The measurements were taken 5000 times a second with a proprietary contactless Korf Audio system, while a pop music LP was playing. Thin vertical grey line is 33 1/3 RPM. Brown is a top quality late 1970s Japanese DD turntable. Blue is a similarly priced belt driven turntable of equally high standard. Both were tuned to exactly the same average speed (a little slow).
This little chart made a few people apoplectic. They've never seen anything like it, and were (I guess still are) certain that this is either a fabrication or an error. Direct drives are phase locked, their speed control is essentially perfect, "hunting" is a myth, and so on and so forth.

Not only armchair thinkers fell into that trap. People who did their work and made their own measurements also insisted this is not happening. Why?
Enough in Reserve?
Their thinking was straightforward. The platter is rotating at about 0.5 Hz. Its inertia is quite large, and in combination with the slow speed this makes it unwise to go looking for artefacts above, say, 200 Hz. 400 Hz sensor sampling rate should be enough. 3kHz sinewave wow and flutter test signal gives us an effective sampling rate of 1.5 kHz, a 4x reserve. If something is not visible with a 400-500 Hz sensor sampling rate, or on the wow and flutter audio signal anayses, it's not there.

Let's have a look, shall we? Here's a screenshot of our rotation measurement system. This time, we are feeding it from a cheap and readily available Vernier GDX-FOR wireless sensor. It can be polled at 625 Hz over Bluetooth. Its error is around 0.01 °/s/√Hz which seems ridiculously low for what we are trying to measure.
We are measuring a typical midrange 1980s two-phase direct drive turntable. Nothing is playing, the platter is just rotating idly. If the "hunting" and "Golden Gate Bridge" hypothesis is true, it would certainly give us this behaviour.

And the charts do show that the performance of this turntable is, indeed, quite awful. The polar chart is pear-shaped, the raw timing data is far from a pretty sinewave, but... the histogram is almost perfectly Gaussian. I may argue that these are two intersecting bell curves, but the visuals do not persuade.

What would happen if we switch to a more advanced sensor?
Neumann Overkill
Here's the same turntable, measured with an advanced sensor. This time, the sampling frequency is 4 kHz. And, looking just at the polar chart, there's hardly any change — the little GDX-FOR captured it well.
But the histogram couldn't be more different. There's a classic "Golden Gate Bridge" with two pronounced momentary speed centers. It's still completely awful, but in a very different way.

What happened? A glance at the raw data window tells us. GDX-FOR's noise filled those bins, giving us a pretty Gaussian bell curve where none really was. And its 625 Hz sampling rate leaves no headroom for any meaningful noise reduction. Here, the internal processing of the high speed sensor brings the noise down to 0.003 °/s/√Hz.

By the way, analyzing the audio track from a 3 kHz wow & flutter test signal playback provides similar results. The FM-demodulated raw data is full of tonearm and cartridge artefacts. While not as neatly spread as GDX-FOR's Gaussian noise, they also contaminate the histogram beyond the point of usefulness. This is easily proven by changing tonearms and cartridges between measurements — the distribution changes accordingly.
Hey, why is the histogram on the screenshot so different from the one in the introduction?

The DD vs belt drive comparison was done over a whole (short) side of a record. The histogram in our current measurements was built over 5 seconds with no load (no record was playing).
Don't Take Our Word for It
We will be making this software, including the source code, freely available
Want to see for yourself? We will be making this software, including the source code, freely available under the MIT Open Source licence in the near future. Even with a limited sensor like the GDX-FOR, it is capable of giving valuable insight into the behaviour of turntable drives.

The proliferation of wildly inaccurate and completely undocumented smartphone "wow and flutter measuring" apps makes objective comparison of turntable drive performance more difficult than it should be. Proprietary testing solutions also bring no clarity, as it is impossible to verify their true accuracy. Real measurements start where the the source code and the sensor schematics are available. We will release both.
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