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RPE calculator and RIR chart

Log a set with its RPE, the effort you rated it, and we estimate your 1RM for the day. Then pick a target set, for example 5 reps at RPE 8, and we give you the load to put on the bar.

Updated 20 October 2026 · By the Gymex Product Team · Free, no sign-up, runs in your browser

Estimated 1RM today
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Next set target
Load for your target
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Gymex reads RIR from your sets and adjusts the next session’s loads for you, no chart needed.

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What RPE and RIR mean

RPE (Rating of Perceived Exertion) on a 1–10 scale rates how hard a set was. In lifting, it is tied to RIR (Reps in Reserve), the number of extra reps you could still have done with good form:

Our complete guide to Reps in Reserve covers how to rate sets accurately.

RPE percentage chart

The chart below shows the percentage of your one-rep max for each combination of reps and RPE. It follows the widely used RTS model: a set of r reps at RPE x is treated like a true rep max of r + (10 − x) reps. Read it like this: 5 reps at RPE 8 is about 81% of your 1RM.

Percentage of one-rep max by reps and RPE
RepsRPE 10RPE 9.5RPE 9RPE 8.5RPE 8RPE 7.5RPE 7RPE 6.5
1100.0%97.8%95.5%93.9%92.2%90.7%89.2%87.8%
295.5%93.9%92.2%90.7%89.2%87.8%86.3%85.0%
392.2%90.7%89.2%87.8%86.3%85.0%83.7%82.4%
489.2%87.8%86.3%85.0%83.7%82.4%81.1%79.9%
586.3%85.0%83.7%82.4%81.1%79.9%78.6%77.4%
683.7%82.4%81.1%79.9%78.6%77.4%76.2%75.1%
781.1%79.9%78.6%77.4%76.2%75.1%73.9%72.3%
878.6%77.4%76.2%75.1%73.9%72.3%70.7%69.4%
976.2%75.1%73.9%72.3%70.7%69.4%68.0%66.7%
1073.9%72.3%70.7%69.4%68.0%66.7%65.3%64.0%

Cells needing more than 12 rep-equivalents (the lower right corner) are extrapolated and less precise. Individual lifters vary by a few percent, and endurance-type lifters often handle more reps at a given percentage.

How to use RPE to choose today's weight

  1. Work up to a top set at a planned RPE, for example 3 reps at RPE 8.
  2. Enter it above to get today's e1RM. This number reflects how recovered you are today.
  3. Enter your back-off target, for example 5 reps at RPE 7, to get the exact load.

This is autoregulation: on a good day the numbers rise, and on a bad day they protect you from grinding reps you can't recover from. It is one of the most reliable ways to break a plateau without guessing.

Frequently asked questions

What is RPE 8 in RIR?

RPE 8 means you had about two reps left in reserve (2 RIR). RPE = 10 minus RIR.

What percentage of 1RM is 5 reps at RPE 8?

On the standard RTS chart, 5 reps at RPE 8 is about 81% of your one-rep max.

Is RPE accurate for beginners?

Beginners often underestimate how many reps they have left, especially on higher-rep sets. Accuracy improves quickly with practice. Rating RPE on heavier sets of 3 to 6 reps, and occasionally taking a set to a safe failure, helps calibrate it.

Should I use RPE or percentages?

Use both. Percentages give a sensible starting load and RPE adjusts it for the day. Many modern programs prescribe a target RPE with a percentage range as a guide.

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More free strength tools

These calculators give estimates for healthy adults. They are not medical advice. If you have an injury or a health condition, speak to a qualified professional before changing your training or diet.

Autoregulation on autopilot

Gymex uses your Reps in Reserve to guide every working weight and flags when fatigue, not strength, is holding you back.