RPE to Percentage Calculator
Turn RPE and reps into a %1RM estimate for smarter load selection.
Result
How it is calculated
The tool treats RPE as how many reps you had left and then inverts the Epley formula. reps to failure = reps + (10 − RPE) and %1RM = 100 / (1 + reps to failure / 30). RPE is a number from 1 to 10 (half points such as 8.5 are fine) and reps is the number of reps in the set, 1 or more. The result is a percentage with two decimals. It is a formula estimate and not a table lookup, so it is smooth and gives a value for any reps. It runs a little below 100% even for a single at RPE 10 (96.77%), and it becomes less reliable for sets of about 12 reps or more. Anything outside RPE 1 to 10 returns no result.
Worked example
You did a set of 5 reps at RPE 8. Reps left = 10 − 8 = 2, so reps to failure = 5 + 2 = 7. %1RM = 100 / (1 + 7 / 30) = 100 / 1.2333 = 81.08%. Result: 81.08% of your one-rep max. For comparison, 12 reps at the same RPE 8 gives 68.18%, because a longer set at the same effort uses a lighter weight.
Common mistakes
- Entering the RPE as the target of the next set instead of how the completed set felt. Rate the set after you finish it.
- Mixing up RPE with reps in reserve. RPE 8 means about 2 reps left, so do not enter 2 in the RPE field.
- Calling a set RPE 10 when you only had a hard-feeling set with reps left. An RPE that is too high will make the percentage too high.
- Using the percentage with a one-rep max that is out of date or only estimated. The percentage is only as useful as the 1RM you multiply it by.
- Relying on the output for high-rep sets. Above about 12 reps the Epley relationship is a rough approximation and fatigue plays a larger part.
Sources
- Novel Resistance Training-Specific Rating of Perceived Exertion Scale Measuring Repetitions in Reserve — Journal of Strength and Conditioning Research, 2016 (Zourdos et al.)
About this calculator
Rate of Perceived Exertion (RPE), in its strength-training form (the Borg-derived 1-10 scale popularized by Mike Tuchscherer’s RTS system), rates how hard a set felt relative to failure, and each RPE-and-rep-count combination maps to an estimated percentage of your one-rep max: the reps you did plus the reps you had left in reserve (10 minus RPE) give the total you could have done to failure, which the Epley formula converts into a %1RM. An RPE of 8 at 5 reps, for example, corresponds to a materially different %1RM than an RPE of 8 at 12 reps.
Powerlifters and strength athletes use RPE-to-percentage conversion to program training loads without needing a current 1RM test — since RPE is self-reported effort, it naturally adjusts for daily fluctuations in strength from sleep, stress and fatigue in a way a fixed percentage-of-1RM program cannot, while the conversion still lets a coach translate a felt effort into a concrete load recommendation for programming and load selection.
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