Film · 1998 · Films · 1990s
Croupier
Scored from 118 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 1990s (4,082 peers).
Summary
An aspiring writer in London takes a job as a croupier at a casino to make ends meet, drawing material from the gamblers and colleagues he observes. As he grows increasingly detached and seduced by the cool detachment of the job, a beautiful gambler draws him into a scheme that threatens to upend his carefully controlled life.
Croupier (1998) is a film IMDb files under the crime, drama and thriller genres.
4,081 other films from the 1990s form the cohort it is ranked inside. Rotten Tomatoes carries a separate audience for the same title, 521 of whom clear the calibration test. The calibrated figure is built from 118 reviewers whose rating history varies enough to place their own average. A broader pool of 120 reviewers with two or more reviews feeds the raw-average track instead.
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 Croupier 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 · 1990s (4,082 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 118.
Cohort: Films · 1990s
