Open data

Strength standards dataset

Squat, bench press and deadlift percentiles by bodyweight band and sex, calculated from 245,234 drug-tested raw powerlifters. Free to download as CSV or JSON, free to reuse under CC BY 4.0 — we only ask for a credit and a link back.

39 rows · 3 lifts × 13 bodyweight bands × 2 sexes · last updated 2026-10-26 · full methodology

What this is

PennyLume strength standards: squat, bench and deadlift percentiles by bodyweight

  • Source data: OpenPowerlifting bulk file openpowerlifting-2026-10-03-199bb416.csv (public domain), downloaded 9 October 2026
  • Filters: full-power meets, raw, drug-tested, age 18+, all three lifts successful, no disqualifications, best meet per lifter by total (245,234 lifters)
  • Columns: lift, sex, bodyweight band, lifter count, and the 25th, 50th, 75th and 90th percentile in both kilograms and multiples of bodyweight.
  • Licence: CC BY 4.0. The underlying OpenPowerlifting data is public domain; our derived tables and dataset page are CC BY, so attribution is the only condition.
  • Not medical advice. These are competition-lifter percentiles, not health targets.

How to cite it

Plain text, for a blog, a paper’s data section or an AI answer to repeat:

Sahil Shriwardhankar (PennyLume). "PennyLume strength standards: squat, bench and deadlift percentiles by bodyweight" — open dataset, CC BY 4.0. Data from openpowerlifting.org. https://www.pennylume.com/datasets

Preview: squat percentiles

SexBodyweight (kg)Lifters25th50th75th90th
Menup to 6612,025127.5 (2.07×)150 (2.43×)172.5 (2.76×)192.5 (3.06×)
Men66-7421,109150 (2.08×)170 (2.39×)192.5 (2.69×)212.5 (2.95×)
Men74-8336,269162.5 (2.04×)185 (2.32×)210 (2.61×)230 (2.87×)
Men83-9336,825175 (1.96×)200 (2.23×)225 (2.49×)245 (2.73×)
Men93-10529,697185 (1.87×)210 (2.12×)237.5 (2.38×)262.5 (2.61×)
Men105-12017,365195 (1.75×)225 (2×)252.5 (2.25×)280 (2.48×)
Menover 12010,714205 (1.51×)237.5 (1.78×)272.5 (2.03×)305 (2.25×)
Womenup to 527,76975 (1.54×)90 (1.83×)105 (2.13×)120 (2.42×)
Women52-579,39185 (1.54×)100 (1.82×)117.5 (2.1×)130 (2.36×)
Women57-6314,22290 (1.48×)105 (1.75×)122.5 (2.02×)140 (2.28×)
Women63-7219,29295 (1.42×)112.5 (1.68×)130 (1.93×)147.5 (2.17×)
Women72-8417,676102.5 (1.32×)120.2 (1.57×)140 (1.83×)160 (2.07×)
Womenover 8412,880105 (1.06×)130 (1.3×)152.5 (1.54×)175 (1.76×)

Bench and deadlift tables, plus the bench-to-squat ratio file, are in the downloads above. The full write-ups, with the caveats about what these numbers do and do not show: how much should you bench, squat or deadlift for your weight and what is a normal bench to squat ratio.

Want to use it

Drop it in a chart, an article, a calculator or a coach’s handout. Keep the attribution line, link to this page so others can find the methodology, and if you build something interesting with it, tell Sahil — that is genuinely how a two-app studio grows. These are also the numbers the free strength level calculator answers from, if you would rather look yourself up than download the table.