Rankquant
MethodologyAbout

Automotive

3 Inch Universal Cold Air Intake Kit, Aluminum Induction Flow Hose Pipe Kit with Air Filter (Blue)

Automotive4.1· 392 Amazon ratings

Bias-adjusted across 392 Amazon ratings, Bayesian-shrunk to the category prior so the headline score reflects relative quality — not a raw star average. Cohort: Automotive.

16.1%
Percentile · Global
15.2%
Percentile · Cohort
Automotive
View on Amazon

Amazon Associates link · as an Amazon Associate we earn from qualifying purchases, at no extra cost to you.

3 Inch Universal Cold Air Intake Kit, Aluminum Induction Flow Hose Pipe Kit with Air Filter (Blue)

How the score was built

Amazon ratings
392

used for the Bayesian percentile

Raw star average
4.1 / 5

unadjusted Amazon mean

Bayesian avg
4.14

raw rating shrunk to the category prior

Reviewer-graph z
0.707

bias-corrected vs. each reviewer's baseline (0 qualifying)

Buy it: View on Amazon →

Same category · Automotive

Similar products