Is Madame X actually good?

Madame X sits in the 37.3% percentile against all 52,376 ranked films, meaning it scores above 37.3% of them.

How does Madame X compare to similar films?

Within Films · 2020s, Madame X lands in the 46.9% percentile. The cohort comparison exists because a global rank flatters or punishes a film for its category rather than its quality.

How many reviewers is Madame X's score based on?

24 calibrated reviewers stand behind Madame X's score.

2021

global pct

37.3

Film · 2021 · Films · 2020s

Madame X

Name: Madame X
Genre: Documentary, Music
Released: 2021

Scored from 24 calibrated IMDb reviewers. Cohort: Films · 2020s (7,930 peers).

37.3%

Global percentile

vs. all 52,376 ranked titles

46.9%

In-cohort percentile

Films · 2020s · 7,930 titles

35.2%

AI-adjusted percentile

24 calibrated reviewers

Summary

Madame X is a 2021 documentary and music film.

Its in-cohort standing is measured against the other 7,929 2020s films, not against the whole corpus. Only 24 of its IMDb reviewers are calibrated, so the calibrated figure rests on a thin sample; a broader pool of 26 reviewers with at least two reviews feeds the raw-average track. A second review pool sits behind it as well: 2 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately.

Is Madame X (2021) worth watching?

Cohort: Films · 2020s · 7,930 titles
Calibrated reviewers: 24
Method: How percentiles are computed

Cohort: Films · 2020s

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