RPE Meaning and How to Use the RPE Scale in Training

Close-up profile of a man's face, heavily beaded with sweat, showing intense concentration and effort as he lifts weights. His eyes are closed, and his brow is furrowed, indicating deep focus during a strenuous workout.

RPE Meaning: How to Use the RPE Scale in Training

RPE stands for Rate of Perceived Exertion. It’s a simple, equipment-free way to quantify how hard a workout feels. Developed in the 1960s and refined ever since, RPE condenses complex physiological feedback into a single number you can jot in your training log or relay to a coach. Master the scale and you can fine-tune intensity, avoid overtraining, and make smarter programming decisions.


The Evolution of RPE Scales

Swedish psychologist Gunnar Borg introduced the original 6–20 RPE scale in the 1960s. The numbers were chosen so that multiplying the RPE by 10 roughly matched a young adult’s heart rate (e.g., an RPE of 13 ≈ 130 bpm) (Borg’s foundational study).

Retro-style illustration of a smiling male runner in yellow shirt and green shorts, next to a vertical green bar with a glowing red heart icon in the center. The image represents the Borg scale's connection to heart rate monitoring during exercise.

Coaches and researchers now rely on three primary versions of the scale:

ScaleRangeMain UseCommon Name
Borg 6–206 (no exertion) → 20 (max)Clinical testing, endurance sportsClassic Borg
CR-100 (nothing) → 10 (max)Muscle pain, breathlessnessCategory-Ratio 10
Modern 1–101 (very easy) → 10 (all-out)Strength training, appsRIR-based

In contemporary strength training, for example, a rating of RPE 8 usually corresponds to roughly two reps in reserve (RIR) before technical failure (BarBend guide).

Why Use RPE? Key Benefits

Illustration of a balanced scale with a dumbbell icon on one side and icons for sleep (moon), stress (brain outline), and nutrition (apple) on the other. This represents the concept of autoregulation, where factors like training, recovery, and lifestyle are balanced.
  1. Autoregulation – Recovery, sleep, and stress fluctuate daily. RPE lets you adjust load or pace on the fly instead of obeying yesterday’s percentages.
  2. Universal Application – It applies to any exercise modality, from strength training to cardiovascular workouts.
  3. Bridging Objective & Subjective – Research shows RPE 13–15 aligns closely with lactate-threshold running pace, the intensity where blood lactate rises rapidly (UNM review).

RPE Cheat Sheet (All Scales Side-by-Side)

Feel6–20 Borg1–10 ModernApprox. RIR% 1RM (Strength)
Resting61N/A0–30 %
Very Light93N/A30–50 %
Light1148–1050–60 %
Somewhat Hard1365–665–75 %
Hard1573–475–82 %
Very Hard178282–88 %
Extremely Hard199188–95 %
Max Effort2010095–100 %

*Percent of one-repetition-max values are generalized estimates.

Strength Training: Programming With RPE

  1. Warm-Up Gauge – Ascend in weight until your final warm-up rep feels like RPE 6; this calibrates your effort level for the day’s workout.
  2. Working Sets – Follow prescriptions like “3 × 5 @ RPE 8.” You should finish each set with approximately two reps in reserve.
  3. Fatigue Management – Many lifters end a set if bar speed slows markedly (often > 25 % velocity loss) or once RPE hits the target, whichever comes first (systematic review).

For a refresher on training variables, see our guide to eccentric vs. concentric training.

Sample Lower-Body Session (Intermediate)

ExerciseSets × RepsTarget RPE
Back Squat4 × 67–8
Romanian Deadlift3 × 87
Walking Lunge3 × 10 per leg6
Calf Raise3 × 157
A low-angle shot of a man in a black t-shirt and shorts performing a walking lunge with dumbbells in a modern gym with large windows in the background.

Endurance Workouts: Pacing by Perception

Runners and cyclists often juggle GPS, power meters, and heart-rate straps. When gadgets glitch, RPE steps in:

Run TypeTarget 6–20Target 1–10HR Zone
Long Easy11–124Zone 2
Tempo13–156–7Zone 3–4
Interval17–188–9Zone 5
A runner's first-person view, looking down at their legs and dark blue running shoes on a peaceful, sun-dappled forest trail.

Want to explore aerobic performance further? Read our VO₂ guide: What Is VO₂ Max & How to Improve It.

Common RPE Mistakes (and Quick Fixes)

A smartphone on a small tripod records a person doing crunches on a gym floor, with the workout visible on the phone screen.
  • Mistake: Overestimating effort
    Fix: Record your lifts and compare bar speed or visible form breakdown to keep ratings honest.
  • Mistake: Exceeding prescribed intensity
    Fix: Avoid pushing for a personal record simply because you feel good. Adhering to the planned RPE prevents excessive fatigue and supports long-term progress.
  • Mistake: Ignoring low-RPE days
    Fix: Easy sessions drive adaptation. Keep recovery workouts within the target RPE range so that high-intensity days stay effective.

Calibrate Your Perception With Objective Data

Objective data helps validate your perception. As training enhances strength through neural adaptations and muscle growth, the weight that feels like an RPE 8 will gradually increase. A BodySpec scan quantifies changes in lean muscle mass, providing concrete evidence of the physical improvements that underlie lower perceived exertion.

Illustration depicting a human silhouette with a green upward-trending graph line. The line indicates progress over time, beginning at a red dot on the left and ending with a glowing yellow bicep flexing on the right, symbolizing muscle growth.

Book a BodySpec scan to connect what you feel with what you’ve built.

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