Film · 2016 · Films · 2010s
Blood Father
Scored from 207 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2010s (13,059 peers).
Summary
An ex-convict tattoo artist living in a desert trailer reunites with his estranged teenage daughter after she calls him on the run from her drug-cartel boyfriend. Forced back into a violent world he tried to leave behind, he draws on old criminal contacts and his own hard-earned skills to keep her alive as gunmen close in.
Blood Father is a 2016 action, crime and drama film.
Its in-cohort standing is measured against the other 13,058 2010s films, not against the whole corpus. Rotten Tomatoes carries a separate audience for the same title, 381 of whom clear the calibration test. The calibrated figure is built from 207 reviewers whose rating history varies enough to place their own average. A broader pool of 209 reviewers with two or more reviews feeds the raw-average track instead.
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 Blood Father 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 207.
Cohort: Films · 2010s
