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RIR (Reps in Reserve) explained: how many reps left until failure

What RIR is, how it differs from RPE, and the ranges usually used for hypertrophy — beginner to intermediate friendly.

RIR = how many more reps you could have done before technical failure in that set. RIR 2 means you stopped with about 2 reps in the tank. It’s one of the most practical tools for dialing intensity in hypertrophy training.

RIR and RPE

RIR is often paired with the 10-point RPE (Rate of Perceived Exertion) scale. Roughly: RPE 10 ≈ RIR 0 (failure), RPE 9 ≈ RIR 1, RPE 8 ≈ RIR 2. The point isn’t perfect math — it’s sharing set difficulty in the same language with yourself or a coach.

Ranges commonly used for hypertrophy

Bottom line

RIR is the dial between “always to failure” and “sets that are too easy.” Pair it with hard-set and weekly-set ideas from Health Helper content and programming gets much clearer.

Evidence (papers)

Educational summary. Follow the DOI for the original paper.

  1. Refalo MC, Helms ER, Trexler ET, Hamilton DL, Fyfe JJ (2023). Influence of resistance training proximity-to-failure on skeletal muscle hypertrophy: a systematic review with meta-analysis. Sports Med.
  2. Schoenfeld BJ (2010). The mechanisms of muscle hypertrophy and their application to resistance training. J Strength Cond Res.