RPE for lifting: rate the set, not your mood.

Use the repetitions-in-reserve RPE scale to record set difficulty and keep load decisions in context.

DIRECT ANSWER

In resistance training, the common RIR-based RPE scale describes how close a set came to the repetition limit. RPE 10 corresponds to roughly zero repetitions in reserve, RPE 9 to one, and RPE 8 to two, but the estimate remains exercise- and athlete-dependent.

The simple mapping

Subtract RIR from 10 for the common lifting shorthand: 10 RPE is 0 RIR, 9 RPE is 1 RIR and 8 RPE is 2 RIR. Lower ratings become less precise and should not be treated as laboratory values.

Use RPE with performance

A rating becomes more useful when stored beside exercise, load, repetitions and technique context. RPE alone cannot show whether the set matched the programme.

Do not chase RPE 10

A hard rating is not automatically a better set. The target depends on the exercise, phase, safety and purpose of the session.

Sources and further reading

  1. RIR reliability study
  2. Proximity-to-failure systematic review
Updated 7 August 2026Reviewed by James Wood, founder