Film · 2016 · Films · 2010s
Collateral Beauty
Scored from 297 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2010s (13,059 peers).
Summary
After the death of his young daughter, a once-thriving New York advertising executive retreats into a paralyzing grief that threatens his agency. His worried business partners hatch an unconventional scheme involving three stage actors who confront him as the personifications of Love, Time, and Death, the abstract concepts he has been writing letters to in his despair.
Released in 2016, Collateral Beauty is a drama and romance film.
297 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 317 reviewers with at least two reviews each feeds the raw-average track. 13,058 other films from the 2010s form the cohort it is ranked inside. A second review pool sits behind it as well: 566 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 Collateral Beauty 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 · 2010s (13,059 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 297.
Cohort: Films · 2010s
