Film · 2005 · Films · 2000s
Monster-in-Law
Scored from 199 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
Charlie, a free-spirited Los Angeles temp, falls in love with Kevin, a successful doctor whose mother Viola is a recently fired TV news anchor. When Viola learns of their engagement, she launches a covert campaign to sabotage the relationship and drive Charlie away, forcing the bride-to-be to fight back in an escalating battle of wills before the wedding.
Monster-in-Law is a 2005 comedy and romance film. Inside comedy it is classed as Romcom.
The calibrated figure is built from 199 reviewers whose rating history varies enough to place their own average. A broader pool of 206 reviewers with two or more reviews feeds the raw-average track instead. Rotten Tomatoes carries a separate audience for the same title, 9,427 of whom clear the calibration test. 7,846 other films from the 2000s form the cohort it is ranked inside.
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 Monster-in-Law 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 199.
Cohort: Films · 2000s
