Film · 1994 · Films · 1990s
Ace Ventura: Pet Detective
Scored from 309 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 1990s (4,082 peers).
Summary
Eccentric Miami pet detective Ace Ventura is hired to recover the Miami Dolphins' kidnapped mascot, Snowflake, before the Super Bowl. As the case expands to include the team's missing star quarterback, Ace's bizarre methods lead him through a tangled investigation involving disgruntled former players and football grudges.
Ace Ventura: Pet Detective is a 1994 comedy film. Inside comedy it is classed as Goofy.
Its in-cohort standing is measured against the other 4,081 1990s films, not against the whole corpus. The calibrated figure is built from 309 reviewers whose rating history varies enough to place their own average. A broader pool of 315 reviewers with two or more reviews feeds the raw-average track instead. Rotten Tomatoes carries a separate audience for the same title, 249,882 of whom clear the calibration test.
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 Ace Ventura: Pet Detective 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 309.
Cohort: Films · 1990s
