Not denying the value of graphs. They can be very informative. Just saying a frequency response graph alone is not the definitive measure of how one perceives sound quality, especially in the higher frequencies of an IEM. I agree that frequency response is the metric to focus on but the issue lies not so much in how to interpret a graph, but rather in how headphone and IEM measurements are notoriously all over the place. HRTF plays a major role also.
Of course you need to use trusted measurements (ASR, oratory1990, hangout.com, etc.) or if not available checking multiple sources can give you an idea, and yes there is no substitute for trying the sets yourself, as for HRTF I think is not a big problem (frequency response related) it remain almost the same for every set, fitment on the other hand can cause problems (peaks, resonances, loss of bass, etc.) and I agree comfort is one of the most important things when buying a set.
As for the technical aspects like details, they often correlate to the frequency response yes but there are definitive differences in how a dynamic driver behaves compared to planars or BA's.
That is a myth all is in the implementation.
https://pubs.aip.org/asa/jasa/article/141/6/EL526/917945/No-correlation-between-headphone-frequency a part form the point of the paper it mentions that different sets can be EQed to any given target no matter the type of set 93 in ears were tested.
https://iem-eq-guide.pages.dev/myths-misconceptions/ The link "pages" on top contains all the scientific studies behind.
Here some evidence that a virtual versions of an IEM can be reliable created no matter the type
https://files.catbox.moe/t230zd.pdf
Speaking purely from experience. References listed below.
I suppose some will argue that different driver topologies are used for marketing purposes only but I tend to think there's more to it.
- Fist study talks about implementation of different architectures... and I mean really?
"Various materials are used in diaphragm construction, including mylar, titanium, paper, and carbon fiber, among others. Each material has its own unique properties and can produce a distinct sound profile. However, despite the wide range of materials available for diaphragm construction, the association between the material used and the resulting sound quality remains somewhat of a mystery. This is because the interaction between the diaphragm material and other components of the driver, such as the magnet and voice coils, is highly complex and not yet fully understood."
And this is just repeating common myths.
"The three most common types of headphone drivers found in the market are dynamic units or moving coils, balanced armature units, and planar magnetic units [12]. Dynamic units or moving coil drivers are the most common and use a permanent magnet and a voice coil to generate sound. Balanced armature drivers use a smaller, more precise armature and a balanced magnetic field to produce sound. Finally, planar magnetic drivers use a thin film membrane with a conductive layer and an array of magnets to create sound [13]. Each type of driver has its own unique properties and can produce a distinct sound profile. For example, dynamic driver/moving coil drivers are known for their ability to produce deep bass tones, while balanced armature drivers are known for their precision and clarity in the mid- to high-frequency range. Planar magnetic drivers are known for their ability to produce a wide soundstage with exceptional detail and accuracy [12]."
"Finally, the cable quality can also affect the sound quality by minimizing electrical interference and signal loss."
- Second is just a blog post form a vendor.
- And the third just says that you can design a good hybrid IEM there is no mention of an advantage over other type of technologies.