
TV Series · 2023 · TV Series · 2020s
Kaalkoot
Scored from 455 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: TV Series · 2020s (3,070 peers).
Summary
A reluctant sub-inspector in a small Uttar Pradesh town is thrust into a high-stakes investigation when a young woman is attacked with acid. As he hunts the perpetrator, he must also navigate family pressure over an arranged marriage and the political weight of the case in his community.
Kaalkoot (2023) is a television series IMDb files under the thriller and crime genres. It was made in India, in Hindi.
455 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 501 reviewers with at least two reviews each feeds the raw-average track. Its in-cohort standing is measured against the other 3,069 2020s television series, not against the whole corpus.
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 Kaalkoot 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 TV Series · 2020s (3,070 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 455.
Cohort: TV Series · 2020s





