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Automotive

Walker 44859 Exhaust Tail Pipe 2" Inlet (OD) 2" Outlet (OD) for Toyota Pickup

Automotive4.7· 57 Amazon ratings

Bias-adjusted across 57 Amazon ratings, Bayesian-shrunk to the category prior so the headline score reflects relative quality — not a raw star average. Cohort: Automotive.

78.0%
Percentile · Global
82.4%
Percentile · Cohort
Automotive
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Walker 44859 Exhaust Tail Pipe 2" Inlet (OD) 2" Outlet (OD) for Toyota Pickup

How the score was built

Amazon ratings
57

used for the Bayesian percentile

Raw star average
4.7 / 5

unadjusted Amazon mean

Bayesian avg
4.44

raw rating shrunk to the category prior

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Same category · Automotive

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