I have replaced many spark plugs due to misfires and engine roughness. This tool in the link is one we use as needed in the aviation industry.
https://www.aircraftspruce.com/catalog/topages/tempestat5k.php
We also still clean by grit blasting (only the inexpensive massive electrode styles), set plug gaps, and “bomb” test each spark plug to witness proper firing while under pressure. This machine allows that.
https://www.aircraftspruce.com/cata...T4b4G1HI1g2pBoD2vbHYdxWNr1KJ3Xz4aAjVNEALw_wcB
Cheap aircraft spark plugs, massive electrode style with no exotic metals run about $40 per spark plug. Two spark plugs per cylinder, so on a common 4 or 6 cylinder engine, 8 or 12 plugs. Double that for a piston twin engine aircraft.
Those inexpensive spark plugs, depending upon the performance level of the engine, last from 150 hours use to about 500 hours until the electrodes are worn to or beyond acceptable limits.
The high performance spark plugs for aircraft are typically iridium electrodes to reduce wear and erosion. Those spark plugs run about $100 or more per spark plug, depending upon where you get them. So not uncommon to spend $2400 on just spark plugs for a high performance twin.
The expensive spark plugs almost always are replaced from a failed resistor. The electrodes show very little or no wear. Simply use wears out the carbon resistor, rendering the spark plug unable to fire during use. In those cases, the misfire, most times is found early, and worse issues do not arise. In situations where the misfire was allowed to continue (dumb pilot or over water operation), the misfire can ruin the shielded spark plug lead, or even carbon track the magnetos distributor block, causing cross firing a different spark plug / cylinder at the wrong time.
Regarding Spyder spark plugs, they are not expensive. The 1330 uses a COP design, and as spark plugs age, the coils can become overloaded and internally fail. In extreme cases of failing spark plugs with a COP setup, a quality coil will not fail, but the discharge will burn thru the spark plug boot, finding the lazy path to ground, going around the spark plug, since that requires a huge effort with a failed spark plug resistor.
In simple terms, modern technology has given us spark plugs with exotic metals and electrodes that do not wear or erode away. In typical fashion though, the least expensive item in assembling a spark plug is the carbon resistor, and that least expensive item causes the issues.
Old school visually inspecting spark plug wear is no longer an option. Manufacturers test and know expected life of a spark plug before damage occurs to other more expensive items. Modern technology requires modern maintenance. Plugs are cheap.