Giving out fixed numbers, in an overview article, is dumb and wrong.
Cutoff frequency depends on application, value, and physical size.
Most important to realize is that capacitance and inductance are proportional to the length dimension of the object in question.
Even more important is to realize that, there are no such things as capacitors or inductors: these are theoretical simplifications that we use only because they are easy. No real capacitance exists: only equivalent C, ESR, ESL and higher order corrections. No real inductor, or resistor, exists: only a similar chain of corrections.
You can correct it forever and get a workable RLC model of a "resistor" or "capacitor" or "inductor", up to any frequency you might be concerned with*. But this is a pretty awful approach, when better methods exist.
(*This is in the 100s of GHz. Beyond there, the physics of substrates and materials tend to prohibit transmission line design methods entirely, and your approach will more and more resemble a traditional optics system instead.)
Enter the transmission line. Anywhere you have two conductors spaced apart, you can have an EM wave between them. Corresponding to that space, you have an equivalent L and C, but it's distributed over the space. At low frequencies, we approximate these as ideal inductance and capacitance, and say (without stopping to qualify that we really mean "in the LF approximation") that this structure is an inductor, or capacitor.
The simplest, most useful takeaway of this is: whenever you have a transmission line structure (usually a volume with a constant cross section, and length > width, for simplicity's sake), it has a characteristic impedance, velocity of propagation (speed of light or lower, and you can calculate how much lower based on the fill -- dielectric or magnetic), and electrical length (physical length divided by velocity factor). These properties are true, independent of frequency, even for frequencies much higher than 1/(electrical length). Which is what gives rise to reflections and standing waves and all that useful (sometimes) stuff. And, since inductance and capacitance are properties of space, they are proportional to length: if we know the TL properties, we also know its low frequency approximation.
Simple example: without looking at a datasheet, using some important memorized numbers, I can tell you the LF properties of ANY 50 ohm coax cable. Zo is 377 ohms, so the cable is (377/50) times lower, so has that many times more capacitance, and less inductance, than space. (These are 8.84 pF/m, and 1.257 uH/m, respectively; note that sqrt(ratio) of these is 377 ohms!). That's 67 pF/m and 167 nH/m for starters. But wait, that's if it's air cored, which it isn't: velocity factor is 0.67 (for the most common, solid filled coax; teflon and foamed coaxes have lower e_r than solid polyethylene, so also have higher velocities -- everything else follows proportionally!). We know this is due to dielectric, and not magnetic loading, so we adjust C up, and L down, by the same factor. (Think of it this way: Zo in the cable is not 377 ohms, but 377 * 0.67.) This gives 100 pF/m and 111 nH/m. You will find very similar numbers (within rounding error, and whatever other simple mistakes I've made here) in the datasheet!
Applied to a resistor: the physical length of, say, an 0805 chip resistor, is much smaller than a 1/4W axial resistor, so its transmission line length is shorter, and you can expect it to have smaller L and C (in the LF limit) as a result. If the resistor is hanging out in space, relatively distant from any nearby metal, then it will have a high TL impedance, further increasing L and reducing C.
The resistor's terminals also count as a TL, if a short one (electrical length = component width); this mainly becomes significant when the capacitive reactance of that element becomes comparable to the resistor value.
Also, by realizing that capacitance varies with frequency, that there is no comprehensive answer to "stray capacitance" (only that there are reasonable answers in certain situations), you'll see how it can be that the probe capacitance can be strangely small.
Tim