Film · 1958 · Films · 1950s
Gigi
Scored from 136 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 1950s (561 peers).
Summary
In turn-of-the-century Paris, a spirited young girl named Gigi is groomed by her great-aunt and grandmother to become a refined courtesan in the family tradition. Her unconventional charm catches the eye of wealthy bon vivant Gaston Lachaille, a longtime family friend, forcing both to reconsider what they truly want from each other.
Gigi is a 1958 comedy, musical and romance film.
A second review pool sits behind it as well: 801 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately. The cohort it is ranked inside is 1950s films — 561 of them. 136 IMDb reviewers rate with enough spread for a personal baseline to be measured, and those are the ones the calibrated score reads; a separate, broader pool of 136 reviewers with at least two reviews each feeds the raw-average track.
How the score was built
We compare the reviewers of this title against every other title those same people reviewed. Each review is scored relative to the reviewer's own baseline — a 7/10 from a hard grader sits well above their average, while a 7/10 from a generous grader sits below theirs. Every reviewer then counts the same, so the result is a calibrated consensus rather than a raw average.
- Global percentile
- Where Gigi lands against every title we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — titles of the same format released in the same decade. A 1970s film is judged against 1970s films, not against last year's streaming series. Ranked against Films · 1950s (561 titles).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each title keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 136.
Cohort: Films · 1950s
