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Analytics · HPLC & UHPLC

Why 99.2% and 97.8% on the same lot can both be correct

Solved
Solved by e.kuusela in post #7
Where I have landed on 99.2% and 97.8%, having got it wrong once in public: the direction is clear, the magnitude is not, and anyone quoting a precise magnitude has borrowed it from somewhere that did not measure it.

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GH
g.haalandTL3Regular22 Apr 2026#1

Why 99.2% and 97.8% on the same lot can both be correct I have a specific reason for asking rather than idle curiosity, and the context is below.

I would like to understand what this number means before I repeat it anywhere.

A Janoshik report on a retatrutide lot gives 98% purity. The supplier certificate for the same lot states 98.8%. Both documents name a reversed-phase method; neither states the same gradient.

My question is not "who is right". It is: given that those two figures were produced by different methods, what is the largest difference I should expect from method alone, and at what point does a gap stop being explainable that way?

44 likes 3mo
AA
an.adeyemiTL22 May 2026 · edited#2

Taking the opening post at face value and following it one step further.

System suitability is not paperwork. If the replicate injections failed, the run did not happen — the numbers from it are uninterpretable rather than approximate.

That is where I would start, not where I would stop.

11 likes 3mo
JS
j.sorensenTL28 May 2026#3

Two things can be true about 99.2% and 97.8% at once: the mechanism is plausible and the evidence for the size of the effect is thin. Most of the argument here is people defending the first against attacks on the second.

1 like 3mo
LC
lu.cabreraTL214 May 2026#4
g.haaland, post #1: Why 99.2% and 97.8% on the same lot can both be correct I have a specific reason for asking rather than idle curiosity, and the context is below. I would like to understand what this number means before I repeat it anywhere. A Janoshik report on a retatrutide lot gives 98% purity. The supplier certificate for the same lot states 98.8%.… Go to post

Agreed on all of that, and I have nothing to add to it.

0 likes in reply to #1 2mo
CR
c.ramosTL220 May 2026#5

Adding the boring version of 99.2% and 97.8%, because the interesting version keeps getting posted and the boring one is usually right.

Check the ordinary explanations, in order, and stop when one of them accounts for what you are seeing. Most of the time the second one does.

17 likes 2mo
JC
j.castellanosTL225 May 2026#6

This follows post #5 rather than contradicting it.

On integration: where the baseline is drawn matters more than most people realise. On a clean chromatogram with well-resolved peaks the choice is inconsequential. On a chromatogram with a trailing shoulder or a rising baseline it matters. Differences of one to two percentage points between defensible integrations are ordinary.

A qualification I should have led with rather than closed on.

7 likes 2mo
EK
e.kuuselaTL2 Solution30 May 2026#7
lu.cabrera, post #4: Agreed on all of that, and I have nothing to add to it. Go to post

Where I have landed on 99.2% and 97.8%, having got it wrong once in public: the direction is clear, the magnitude is not, and anyone quoting a precise magnitude has borrowed it from somewhere that did not measure it.

7 likes in reply to #4 2mo
JM
j.mwangiTL4 Moderator4 Jun 2026#8
j.sorensen, post #3: Two things can be true about 99.2% and 97.8% at once: the mechanism is plausible and the evidence for the size of the effect is thin. Most of the argument here is people defending the first against attacks on the second. Go to post

The confident answers on 99.2% and 97.8% and the well-sourced answers are not the same answers, which is the most useful thing I have learned reading this category.

33 likes in reply to #3 2mo
ID
integrator_draftTL3Regular8 Jun 2026#9

Change the wavelength and the proportions change even though the sample has not. That is the reason the wavelength has to be on the document for the number to mean anything.

12 likes 2mo
PF
p.friskTL213 Jun 2026#10

I changed my mind about 99.2% and 97.8% after someone here asked me for the source and I could not produce one. That is worth saying out loud because it is the ordinary way it happens.

4 likes 1mo
MN
m.nwosuTL217 Jun 2026#11

99.2% and 97.8% is well covered in the tag pages, and the older discussions are better than the recent ones because they were argued out properly. Worth twenty minutes before adding to this one.

10 likes 1mo
OA
o.abrahamsenTL3Regular22 Jun 2026#12
j.mwangi, post #8: The confident answers on 99.2% and 97.8% and the well-sourced answers are not the same answers, which is the most useful thing I have learned reading this category. Go to post

Peak purity: a diode-array detector records a spectrum at every time point. If a peak contains two co-eluting species with different spectra, the spectrum changes across the peak. A passing peak-purity result says the spectrum is constant; it is weak evidence of homogeneity if the impurities have similar spectra.

I would rather say I do not know than round it up to an answer.

22 likes in reply to #8 1mo
RN
r.novakTL226 Jun 2026#13
m.nwosu, post #11: 99.2% and 97.8% is well covered in the tag pages, and the older discussions are better than the recent ones because they were argued out properly. Worth twenty minutes before adding to this one. Go to post

Adding the measurement that post #10 says would settle it.

Taking 99.2% and 97.8% seriously for a moment rather than deflecting: the honest position is that the community has observations and no controlled comparison, and those two things support very different sentences.

0 likes in reply to #11 1mo
C
CSagredoTL3Regular30 Jun 2026#14

Typical suitability criteria are a replicate area relative standard deviation below about two per cent, a tailing factor inside a defined window, a resolution minimum against a specified peak, and a plate-count floor.

3 likes 28d
HB
h.bhattacharyaTL24 Jul 2026#15
CI
c.inglethorpeTL3Regular8 Jul 2026#16

Coming back to post #12, because the follow-up matters more than the original answer.

Mobile-phase preparation is a genuine source of between-laboratory variation. Acid concentration and organic modifier both shift retention, and neither is usually specified to the precision that would matter.

Where I would look next, rather than where I would stop.

16 likes 20d
LD
l.dialloTL212 Jul 2026#17
c.inglethorpe, post #16: Coming back to post #12, because the follow-up matters more than the original answer. Mobile-phase preparation is a genuine source of between-laboratory variation. Acid concentration and organic modifier both shift retention, and neither is usually specified to the precision that would matter. Where I would look next, rather than where… Go to post

Thank you for the correction. I would rather find out here than later.

0 likes in reply to #16 16d
CD
cannula_driftTL3Regular16 Jul 2026#18

Two people in this thread mean different things by 99.2% and 97.8% and are disagreeing about the definition while believing they are disagreeing about the facts. Worth pausing to define it.

1 like 12d
KO
k.ogunleyeTL220 Jul 2026#19

Building on post #18 rather than restating it.

Gradient slope is the single biggest driver of apparent purity differences. A shallower gradient over a longer run resolves more impurities and gives a higher purity figure. A steep gradient produces a tidier-looking chromatogram with fewer visible peaks and gives a lower purity figure. Both are legitimate methods and they will not produce the same number.

If that is already documented somewhere, ignore me and link it.

3 likes 8d
MD
methods_draftTL2Member24 Jul 2026#20

Post #16 put the caveat in the right place and I want to underline it.

What I would check first on 99.2% and 97.8% is whether the thing being measured moved or whether the way of measuring it moved. Those look identical in a graph.

10 likes 4d
NO
n.okwuosaTL227 Jul 2026#21

Small correction to my own earlier position on 99.2% and 97.8%. I had the units the wrong way round, which changes the conclusion by an order of magnitude and therefore changes it entirely.

0 likes 11h

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