Film · 1982 · Films · 1980s
Q: The Winged Serpent
Scored from 96 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 1980s (3,141 peers).
Summary
A street hustler discovers an Aztec serpent creature nesting in a Manhattan skyscraper and attempts to use the knowledge for personal gain.
Q: The Winged Serpent is a 1982 crime, fantasy and mystery film. It runs 1h 33m. Its certificate is PG. Its country of origin is listed as the United States.
Only 96 of its IMDb reviewers rate with enough spread for a personal baseline to be measured, so the calibrated figure rests on a thin sample; a broader pool of 97 reviewers with at least two reviews feeds the raw-average track. The cohort it is ranked inside is 1980s films — 3,141 of them.
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 Q: The Winged Serpent 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 · 1980s (3,141 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 96.
Cohort: Films · 1980s
