aifithub
Strength As of 2026-04-24

How Meet Day Attempt Selector works

Methodology for the Meet Day Attempt Selector: formulas, coefficients, data sources, assumptions, and known limitations.

Scope

Suggests powerlifting opener, second, and third attempts from 1RM and confidence level.

Formula

opener = 0.89–0.91 * expected_1RM. Second = 0.95–0.97 * expected_1RM. Third = 0.99–1.03 * expected_1RM.

Coefficients

Parameter Value Note
Opener band 89–91% of gym 1RM
Second attempt band 95–97%
Third attempt band 99–103%

Data sources

  1. International Powerlifting Federation — Technical Rules Book (attempt selection and meet-day flow). — Three-attempt format and attempt-card rules for sanctioned meets.
  2. USA Powerlifting — Rule Book. — National-federation reference for meet-day attempt timing and selection.
  3. Helms ER, Cronin J, Storey A, Zourdos MC. Application of the repetitions in reserve-based rating of perceived exertion scale for resistance training. Strength Cond J. 2016;38(4):42-49. — Peer-reviewed RPE/RIR framework that informs the opener-to-third progression bands.
  4. Rippetoe M, Baker A. Practical Programming for Strength Training. 3rd ed. The Aasgaard Company, 2013. — Coaching textbook; source of the classic 90/96/102% attempt ladder used by many federations.
  5. Tuchscherer M. The Reactive Training Manual. Reactive Training Systems, 2008. — Source of the RPE-driven attempt-selection approach; self-published manual.

Assumptions

  • Meet is fed-sanctioned with standard three-attempt format.

Approximation range

Openers at ~90% are chosen because >95% of lifters make them; third attempts are the risk attempts.

Limitations

  • Cannot see the lifter's technique on the day; coach override is the final word.

Reproducibility

Squat 1RM 200 kg. Opener 180 kg (90%). Second 192.5 kg (96%). Third 202.5 kg (101%).

Change log

  • 2026-04-24: methodology page first published.
General fitness estimates — not medical advice. Consult a healthcare professional for medical decisions.