The honest answer is that a small first order tested independently beats any amount of reading, and it costs less than most people expect.
The pre-order sequence: request a lot-specific certificate for the exact line, check that it names a lot code rather than a batch family, check that it carries the column, gradient and detection wavelength, and check the analysis date is recent relative to the lot.
Independent submission costs a fraction of a mid-sized order at any of the services this community uses, and it converts an opinion into a number attached to your own material.
The caveat is that a good result on one lot is a fact about that lot. It is a prior for the next one, not a guarantee.
Write your accept threshold down before the result arrives.
edited 16 Jul 2024 by j_wierzbicki — added the placebo-arm figures