Film · 2004 · Films · 2000s
Melinda and Melinda
Scored from 147 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
At a Manhattan dinner, two playwrights debate whether life is essentially comic or tragic, then each spins a version of the same premise: a troubled woman named Melinda arrives unannounced at a friend's apartment during a dinner party. The film alternates between the tragic and comic tellings, following Melinda's romantic entanglements and the ripple effects on the couples around her.
Melinda and Melinda is a 2004 comedy, drama and romance film. Its comedy subtype is Dramedy.
147 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 149 reviewers with at least two reviews each feeds the raw-average track. The cohort it is ranked inside is 2000s films — 7,847 of them. A second review pool sits behind it as well: 917 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately.
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 Melinda and Melinda 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 · 2000s (7,847 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 147.
Cohort: Films · 2000s
