Film · 1992 · Films · 1990s
Twin Peaks: Fire Walk with Me
Scored from 246 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 1990s (4,082 peers).
Summary
A prequel and partial sequel to the TV series, the film follows the final days of Laura Palmer, a troubled high school homecoming queen in the Pacific Northwest town of Twin Peaks. As Laura spirals through addiction, secret double lives, and terrifying visions, FBI agents investigate a related murder that hints at a darker supernatural force closing in on her.
Released in 1992, Twin Peaks: Fire Walk with Me is a drama, horror and mystery film.
Its in-cohort standing is measured against the other 4,081 1990s films, not against the whole corpus. A second review pool sits behind it as well: 1,939 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately. 246 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 262 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 Twin Peaks: Fire Walk with Me 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 246.
Cohort: Films · 1990s
