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RPE / RIR chart

RPE rates how hard a set was by counting the reps you had left. Use the chart to turn a target like “5 reps at RPE 8” into a load, or to estimate your max from a set you just logged.

The scale

RPE values, reps in reserve and what they feel like
RPEReps in reserveWhat it means
100Maximal. No reps left, no more load possible.
9.50–1No more reps, but you could have added a little load.
91One more rep was there.
8.51–2One more for sure, maybe two.
82Two more reps. A common target for heavy work sets.
7.52–3Two more for sure, maybe three.
73Three more. Bar moves fast with real effort.
5–64–6Moderate. Typical of warm-ups and technique work.
1–46+Very light to light effort.

Calculator

1. A set you logged

2. The set you want next

Estimated 1RM from set 1

123.3

Load for set 2

107.5

5 reps @ RPE 8 = 81.1% of 1RM. 3 reps @ RPE 8 = 86.3%.

RPE to %1RM chart

Approximate % of 1RM for a set of N reps at each RPE. Rows: RPE (reps in reserve). Columns: reps done.

Approximate percentage of one-rep max by reps and RPE
RPE (RIR)123456789101112
10 (0)100.095.592.289.286.383.781.178.676.273.970.768.0
9.5 (0.5)97.893.990.787.885.082.479.977.475.172.369.466.7
9 (1)95.592.289.286.383.781.178.676.273.970.768.065.3
8.5 (1.5)93.990.787.885.082.479.977.475.172.369.466.764.0
8 (2)92.289.286.383.781.178.676.273.970.768.065.362.6
7.5 (2.5)90.787.885.082.479.977.475.172.369.466.764.061.3
7 (3)89.286.383.781.178.676.273.970.768.065.362.659.9
6.5 (3.5)87.885.082.479.977.475.172.369.466.764.061.358.6

Values follow the widely used chart popularised by Mike Tuchscherer (Reactive Training Systems). They are averages: your numbers will differ. liftjourney.com

How to use RPE in your log

Write the RPE next to each work set, right after you rack the bar: 100 × 5 @ 8. Over a few weeks that gives you two signals a plain weight-and-reps log can't. First, whether a load is getting easier (same weight, lower RPE). Second, a fair estimated 1RM from sets that weren't taken to failure.

The scale used here is the reps-in-reserve version built for lifting by Zourdos and colleagues (2016) and described for coaches by Helms and colleagues (2016). RPE 10 means no reps left, RPE 8 means two left, and half points cover the in-between. Lifters tend to rate more accurately the closer a set is to failure, which is one reason many programs use RPE 7 to 9 for work sets.

Reading the chart

The chart works on "reps to failure": 5 reps at RPE 8 is treated like 7 reps taken to failure, which is about 81% of 1RM. To pick a load, find the cell for the reps and RPE you want and multiply by your estimated 1RM. To estimate your 1RM from a logged set, divide the weight by that cell's percentage. The calculator above does both.

Full explanation, research and common mistakes: RPE vs RIR.

Sources

Questions

What is the difference between RPE and RIR?

On the lifting scale they describe the same thing from two directions. RIR counts the reps you had left; RPE is 10 minus RIR. RPE 8 means you stopped with about 2 reps in reserve.

How accurate is the RPE to percentage chart?

It is an average. Individuals differ by lift, rep range and training age, and people tend to misjudge reps in reserve, especially far from failure. Use the chart to choose a starting load, then adjust using how the set actually felt.

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