What RPE means in the gym
RPE stands for rating of perceived exertion. Gunnar Borg’s original scale rated how hard any exercise felt. For lifting, coach Mike Tuchscherer reframed it around one question you can answer after every set: how many more good reps could you have done? A 2016 study by Michael Zourdos and colleagues tested that version, tying each point on the scale to reps in reserve, and it is the scale most strength programs use today.
On that scale, RPE 10 means nothing was left: no more reps and no more weight. RPE 9 means one more good rep, RPE 8 two, RPE 7 three. The half points cover the sets in between: 9.5 means you couldn’t have done another rep but could have added a little weight, and 8.5 means one more rep for sure and maybe two.
RPE and RIR are the same scale
Reps in reserve (RIR) counts the same thing from the other end. RPE 8 is 2 RIR, RPE 9 is 1 RIR and RPE 10 is 0 RIR, so a program written in either language translates directly: subtract the RIR from 10 to get the RPE. The chart’s headings show both.
How to read the chart
Five reps at RPE 8 is 81.1%. If your best single is 140 kg, a set of 5 at RPE 8 should land near 113.5 kg, which you would load as 112.5 kg.
It works backwards too, and that is what the calculator does. Divide the weight you lifted by the percentage and you get an estimated max: 100 kg for 5 reps at RPE 8 is 100 ÷ 0.811, about 123 kg. From there, any other cell gives a working weight. Three reps at RPE 9 is 89.2% of 123 kg, about 110 kg.
Using RPE to pick today’s weight
A percentage written months ago assumes you are exactly as strong as you were then. RPE lets the day decide. Take your first work set at the weight the chart suggests, rate it honestly, and adjust: if a set you planned at RPE 8 felt like a 9, take a little off the next one; if it felt like a 7, add a little.
Two cautions. Ratings get more accurate with practice, so treat early ones as rough. And the chart is least reliable on long sets: an estimate from 10 or 12 reps can miss your real max by more than one from 3 to 5 reps, so estimate from heavier sets and train with the lighter ones.
How Arclift handles RPE

Arclift has an RPE field on every set it logs. It opens its own keypad that asks how many good reps were left, in the same half-point steps as this chart, and you can switch it off in settings if you never rate effort.
With Arclift Pro, the progression coach reads those ratings: a set logged at low effort earns a bigger jump next time, and a near-maximal one holds the weight. Warmup and drop sets never count toward progression targets, so a heavy-feeling warmup can’t skew them.
Arclift’s Est. 1RM metric uses Epley’s formula on your top set, weight × (1 + reps ÷ 30). That is why the calculator shows the Epley number too: it ignores RPE, so for sets that stop short of failure it usually reads lower than the chart.