TV Series · 2018 · TV Series · 2010s
Car Masters: Rust to Riches
Scored from 140 calibrated IMDb reviewers, each re-centered on their own rating baseline before the title is ranked. Cohort: TV Series · 2010s (3,236 peers).
Summary
Reality series following the crew at Gotham Garage in California as they transform forgotten, rusted-out vehicles into one-of-a-kind custom builds. The team trades and flips their creations up a chain of increasingly valuable cars, aiming to turn scrap into high-dollar showpieces.
Released in 2018, Car Masters: Rust to Riches is a reality television series.
A second review pool sits behind it as well: 10 Rotten Tomatoes reviewers clear the same calibration test, and Rankquant scores them separately. 140 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 193 reviewers with at least two reviews each feeds the raw-average track. The cohort it is ranked inside is 2010s television series — 3,236 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 Car Masters: Rust to Riches 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 · 2010s (3,236 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 140.
Cohort: TV Series · 2010s
