Rotary encoder is maybe a prime example of a part where quality matters. Shitty rotary encoders are a real plague, and that does include some higher cost, "quality" parts. For example, we have a totally unusable Agilent oscilloscope because of bad rotary encoders. I'm sure they used expensive, brand-name encoders, and I'm sure they were fine in the start. Cleaning might help, at least for some time. So it's really difficult to manufacture a reliable, high quality, user-friendly rotary encoder.
Tantalums are used in some special applications, such as linear regulator output caps when stable ESR (higher than those of ceramic caps) is needed, or in timing or filter circuits when high capacitances are necessary. For beginners, I never recommend tantalum caps, because you need to be able to calculate the transient currents of the circuit, a thing easily overlooked. Large value MLCCs in big SMD packages are equally difficult, but for different reasons (hidden damage from excessive soldering heat).
I use Ebay alphanumeric LCD displays in hobby projects. Some have failed after some time due to mechanical contact problems or whatever.
The main product I source from Ebay is the simple pin header and some simple screw terminals. I have found that the quality and price works out for me in this product segment.
Any types of capacitors or semiconductors are the worst; the chances you get inoperable products in these product segments is in the range of 50-100%, so it doesn't make sense to buy these types of products, unless you want to spend a lot of time and money by buying the things multiple times before learning. Also, unlike with connectors, in semiconductor and capacitor segments, the Ebay prices often are not even cheaper; sometimes, they are more expensive.