I would focus on something much easier - what was life, approximately, like for somebody in the exact 50th percentile of socioeconomic status. It even makes more sense today. How has life changed for somebody in the 50th percentile in 2000 versus today? How has it changed for somebody in the 50th percentile in 1970 vs today?
This focus on the lifestyle approximation also makes much more sense than even factors like inflation. For instance inflation today is ostensibly very low, with the Fed becoming increasingly aggressive with monetary policy to try to sustain it (deflation is not fun). Nonetheless, that doesn't really mesh well with the 50% who have seen many of the necessities of life (housing, education, healthcare, etc) inflate at rates vastly greater than the reported inflation rate.
Quantification makes things seem much more scientific, but the key word there is seem. Without a strong 1:1 mapping of a quantification to what it implicitly represents, it becomes less than useless -- it becomes actively misleading. So for instance I think based on what I said above you might suggest I'm just referring to median personal income. Of course in nations where e.g. women do not work, median personal income would be incredibly misleading. So perhaps I am talking about median household income. Yet in countries where large numbers of poor individuals reside within a single household, again the value becomes meaningless.
I do not think there is any singular consistent and clear way to compare wealth over time and circumstance, other than to compare an average approximation of a lifestyle. I think this thread is a good example of this. Many have mentioned that by many metrics today, the average person today is wealthier than a medieval king. Yet how many people would rather be an average individual today than a king of a medieval era? If people like the things that these metrics represent, the answer to that question should cohere with their measured increase today. In other words most people should prefer to be an average person today. I strongly suspect that is not the case.