Film · 2005 · Films · 2000s
Miss Congeniality 2: Armed & Fabulous
Scored from 139 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: Films · 2000s (7,847 peers).
Summary
After her undercover beauty pageant success makes her a media celebrity, FBI agent Gracie Hart is reluctantly recast as the bureau's public face. When her pageant friend Cheryl and host Stan Fields are kidnapped in Las Vegas, Gracie defies orders and teams up with her tough, abrasive bodyguard Sam Fuller to track them down.
Miss Congeniality 2: Armed & Fabulous (2005) is a film IMDb files under the action, comedy and crime genres. Its comedy subtype is Action Comedy.
139 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 142 reviewers with at least two reviews each feeds the raw-average track. The cohort it is ranked inside is 2000s films — 7,847 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 Miss Congeniality 2: Armed & Fabulous 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 139.
Cohort: Films · 2000s
