PurposeQuantification of olanzapine (OLZ) and its metabolites such asN-desmethylolanzapine (DM-O), 2-hydroxymethylolanzapine (2H-O) and olanzapineN-oxide (NO-O) in five kinds of human body fluids including whole blood by liquid chromatography (LC)–tandem mass spectrometry (MS/MS) has been presented; the quantification methods were carefully devised and validated using the matrix-matched calibration and standard addition methods.MethodsOLZ and its three metabolites were extracted from 40 μL each of body fluids by two-step liquid–liquid separations. The samples and reagents were pre-cooled in a container filled with ice for the extraction because of the thermal instability of OLZ and its three metabolites especially in whole blood.ResultsThe limits of quantification (LOQs) of OLZ and 2H-O were 0.05 ng/mL and those of DM-O and NO-O were 0.15 ng/mL in whole blood and urine, respectively. The concentrations of OLZ and its metabolites in heart whole blood, pericardial fluid, stomach contents, bile and urine were determined for two cadavers and those in whole blood and urine for the other two cadavers. The reduction from NO-O to OLZ was observed at 25 ℃ in whole blood in vitro.ConclusionsTo our knowledge, this is the first report on the quantification of metabolites of olanzapine in the authentic human body fluids by LC–MS/MS as well as on the confirmation of in vitro reduction from NO-O to OLZ in whole blood that seems to have induced the quick decrease of NO-O.Supplementary InformationThe online version contains supplementary material available at 10.1007/s11419-023-00662-0.