Film · 2006 · Films · 2000s
A Scanner Darkly
Scored from 272 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
In a near-future America consumed by a highly addictive drug called Substance D, undercover narcotics agent Bob Arctor lives among addicts to identify suppliers. Required to wear a 'scramble suit' that hides his identity even from his superiors, he is assigned to surveil himself, and as the drug fractures his mind he loses the ability to tell his cover identity from his real one.
A Scanner Darkly (2006) is a film IMDb files under the animation, comedy and crime genres.
The cohort it is ranked inside is 2000s films — 7,847 of them. The calibrated figure is built from 272 reviewers whose rating history varies enough to place their own average. A broader pool of 280 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 A Scanner Darkly 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 · 2000s (7,847 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 272.
Cohort: Films · 2000s
