How the Gym Score works

Every product on GymScored carries a 0-100 number we call the Gym Score. It's not an editorial vibe. It's a deterministic formula run against fields we capture for every product — and it's fully reproducible from the source code.

The formula

Each product is scored against three weighted components:

  • 55% — Category-specific dimensions. Three dimensions per category, chosen for what actually matters in that gear class. For power racks: Build Quality, Versatility, Footprint & Safety. For treadmills: Running Performance, Build & Longevity, Experience.
  • 25% — Owner Satisfaction. 70% rating + 30% review-volume signal (log-scaled — 100 reviews carries weight, 10,000 carries more, with diminishing returns).
  • 20% — Value. Rating-anchored with a small tier-aware lift (budget products get a small efficiency bonus; premium products get scored on ceiling).

How dimension scores are computed

Each dimension has a list of positive keywords (e.g., "11 gauge", "Westside hole pattern") and negative keywords (e.g., "wobble", "thin steel"). We scan the product's verdict, pros, cons, and specs. The dimension score starts at a rating-anchored baseline, then receives a lift for positive matches, a penalty for negatives, and a small bonus when the product has relevant spec fields populated. The score is clamped to 0-100.

What we don't do

  • We don't claim to test products we haven't tested. GymScored is a research-and-synthesis operation. We read every spec sheet, every owner review, every Reddit megathread — but we won't pretend we squatted under a Rep PR-4000 in our garage if we didn't.
  • We don't accept paid placements. The ranking on every category page is generated by the same Gym Score formula that runs on every product, in every category.
  • We don't bury the answer. Every category opens with a TL;DR and a top pick. If you only want the answer, you get the answer.

Disclosure

GymScored is an Amazon Associate. We earn a small commission on qualifying purchases at no extra cost to you. That commission funds the research and the site — but it never moves a product up or down a ranking.