In a buck converter, much more critical is the input capacitance.
Why? Draw the buck converter schematic (the two switches, input cap, inductor output cap) and add the series inductance of the capacitors (ESL) explicitly, i.e., the small unwanted inductors in series with the capacitors.
Now look at it and ask what happens:
1) when the input current suddenly tries to change from 0 to I_L and vice versa, through the ESL of the input cap.
2) with the ESL of the output cap just acting in series with the explicit inductance which is massive anyway.
And note, ESL is not just a feature of the component itself, more inductance is added by the layout.
Simply put, it's just that buck converter needs input current to change QUICKLY, so the energy reserve needs to be close, otherwise stray inductance generates larger and larger voltage peaks trying to supply those current changes.
So instead of a single 10uF massive input cap somewhere, you might want to parallel say 2-3 4.7uF parts, in smaller package (say 0805), which you can place closer to the switches, and use shortest possible traces or enough vias so that there are multiple parallel paths for the current, as short as possible.
For the output capacitor, the ESL matters for the load and sensing, but not for the switching itself. The output current waveform is just triangle, a lot less nasty than the square-ish wave seen by the input.