RPE (Rate of Perceived Exertion)
RPE, or Rate of Perceived Exertion, is a 1-to-10 scale that rates how hard a set felt. In strength training, RPE 10 means no reps were left, RPE 8 means two reps were left in the tank. Coaches use it to prescribe intensity without a fixed weight.
RPE: what is it?
Rate of Perceived Exertion started as a 6-to-20 scale for cardio (the Borg scale) and was later adapted into a 1-to-10 scale for lifting. The lifting version is anchored to reps in reserve: the number tells you how close the set came to failure, whatever the weight on the bar. That makes it the most practical way to prescribe effort for a client whose strength changes from week to week.
The RPE scale for strength training
The modern lifting scale runs from 1 to 10 and is read in half steps. Each value maps to a number of reps the lifter could still have done with good form.
| RPE | What it means | Reps in reserve |
|---|---|---|
| 10 | Maximal. No more reps possible. | 0 |
| 9.5 | Maybe one more rep, or a little more weight. | 0-1 |
| 9 | One more rep was possible. | 1 |
| 8 | Two more reps were possible. | 2 |
| 7 | Three more reps. Bar speed still fast. | 3 |
| 5-6 | Warm-up or technique work. | 4+ |
RPE versus percentage of 1RM
Prescribing "80% of your max" assumes the max is accurate today. It rarely is: sleep, stress, a cold or a new job move a client's real strength up or down by several percent. An RPE prescription like "5 reps at RPE 8" self-adjusts. On a good day the client loads more, on a bad day less, and the training stimulus stays where you wanted it.
The two approaches are not rivals. Many coaches write percentages for the first working set and let RPE guide the load on the following sets, or use RPE caps on top of a percentage plan ("3 x 5 at 80%, do not exceed RPE 8").
How to teach RPE to a client
Beginners under-rate hard sets and over-rate easy ones, mostly because they have never actually reached failure. The fastest fix is one supervised set taken to technical failure on a safe exercise (leg press, machine row). Once the client has felt RPE 10, RPE 8 becomes a real reference rather than a guess.
Bar speed is the second anchor. On compound lifts, the last rep of an RPE 8 set is visibly slower than the first, and an RPE 9 rep grinds. Filming a set and reviewing it together tightens the client's ratings within a few weeks.
- Ask for the rating immediately after the set, before the number gets tidied up.
- Rate the last rep, not the whole set.
- Use half points: 8.5 is a legitimate answer.
- Expect ratings to be more accurate on compound lifts than on isolation work.
Common mistakes
The most frequent error is prescribing RPE to a client who has no idea what failure feels like; the numbers are noise until that reference exists. The second is chasing RPE 10 every set. Most hypertrophy and strength work lives between RPE 7 and 9, with RPE 10 reserved for the last set of an exercise or a testing week.
Finally, RPE is a rating of the set, not of the whole workout. A client who "felt tired" can still have done every set at RPE 7. Keep the two separate in your notes.
Key takeaways
- RPE rates how close a set came to failure on a 1-10 scale; RPE 8 means two reps were left.
- It replaces or complements percentage-based loading and self-adjusts to daily readiness.
- Clients need to experience true failure once before their ratings mean anything.
- Most productive sets sit between RPE 7 and 9; RPE 10 is a tool, not a default.
Frequently asked questions
Is RPE the same as RIR?
They describe the same thing from two directions. RPE 8 equals 2 RIR (reps in reserve), RPE 9 equals 1 RIR. RPE is a rating of effort; RIR is the count of reps left. Many coaches use RIR with beginners because counting reps is more concrete than rating effort.
Can I use RPE for cardio?
Yes, but with a different scale. The original Borg scale runs 6 to 20 and roughly tracks heart rate; a simplified 1-10 version is also common for conditioning. In that context RPE describes breathing and overall strain rather than reps in reserve.
What RPE should a beginner train at?
Most beginner sets belong at RPE 6 to 8: hard enough to drive adaptation, far enough from failure to keep technique clean. Once form is stable, working sets can move toward RPE 8 to 9 on isolation and machine exercises, and RPE 7 to 8 on heavy compound lifts.
Updated August 28, 2026
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