Film · 2012 · Films · 2010s
Barfi!
Scored from 182 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2010s (13,059 peers).
Summary
Set in 1970s Darjeeling and Kolkata, this Hindi-language romantic comedy-drama follows Barfi, a charming deaf-mute young man, and his entanglements with two very different women: Shruti, a soon-to-be-married woman who falls for him, and Jhilmil, an autistic heiress he has known since childhood. Told through flashbacks, the story traces love, friendship, and an unexpected kidnapping investigation that reveals where his heart truly belongs.
Barfi! is a 2012 comedy, drama and romance film. Its comedy subtype is Dramedy.
A second review pool sits behind it as well: 241 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately. Its in-cohort standing is measured against the other 13,058 2010s films, not against the whole corpus. 182 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 208 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 Barfi! 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 182.
Cohort: Films · 2010s
