VOC sensors are a kind of catch all, and consumer brands often have sensors that aren’t not of the highest quality. Somethings are more toxic than others, but you won’t get any useful breakdown from them. These nighttime spikes and variability over the day are consistent with my own use of these machines, but I do not suffer anything like what she describes.