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RPE vs. Percentage-Based Training: How to Track Both in Your Logbook

Two systems, one logbook. Here is how to track RPE and percentages — separately, together, or in a hybrid approach — so your training data actually means something.

March 12, 20269 min readBen Chasnov
#RPE#percentage training#tracking#systems#programming
Weightlifter showing effort during a heavy lift

Why this matters

A practical guide to tracking RPE and percentage-based training in your workout logbook, including notation systems, when to use each, and how to combine them for better programming decisions.

Percentage-based training tells you what weight to lift. RPE-based training tells you what weight you should have lifted. Both are powerful. Both have blind spots. The real edge comes from tracking both in the same logbook, so you can see when your percentages are lying to you and when your RPE is drifting.

RPE accuracy window

±5%

Experienced lifters can estimate RPE within 5% of their true max. Beginners are often off by 15-20%.

Percentage programs

70%+

Over 70% of structured strength programs use percentage-based loading for main lifts.

Hybrid advantage

2x

Lifters tracking both RPE and percentages make better autoregulation decisions than those using either alone.

The Systems

Understanding Both Systems: What They Measure and Why

Percentage-based training prescribes loads as a fraction of your one-rep max or training max. If your squat training max is 400 lbs and your program calls for 75%, you load 300 lbs. The advantage is objectivity — the number is the number. The disadvantage is that your 75% on a great day is very different from your 75% on a day when you slept four hours and skipped breakfast.

RPE — Rate of Perceived Exertion — measures how hard a set felt on a 1-10 scale. An RPE 8 means you had roughly 2 reps left in the tank. RPE 10 means absolute failure. The advantage is that RPE automatically accounts for daily readiness. The disadvantage is subjectivity — RPE 8 for one lifter might be RPE 6 for another, and beginners are notoriously bad at rating their own effort.

Neither system is complete on its own. Percentages give you precision but ignore readiness. RPE gives you adaptability but requires calibration. The best tracking systems use both.

RPE Deep Dive

How to Track RPE: The Notation System

The standard RPE scale for strength training runs from 6 to 10. Below 6, the weight is essentially a warm-up and does not need RPE tracking.

RPE 6 — Very Light

Could do 4+ more reps. This is a warm-up or speed work weight. Useful for dynamic effort days.

RPE 7 — Moderate

Could do 3 more reps. Good for volume work and accessories. Should feel like controlled work, not strain.

RPE 8 — Hard

Could do 2 more reps. The sweet spot for most working sets. Challenging but sustainable across multiple sets.

RPE 9 — Very Hard

Could do 1 more rep. Top sets and heavy singles. Recovery cost is high. Use sparingly — 1-2 sets per session maximum.

RPE 10 — Maximum

No more reps possible. True failure. Reserved for testing and competition. Should rarely appear in your logbook during training.

Percentage Deep Dive

How to Track Percentages: Training Max and Prescribed Load

Percentage-based notation requires a reference point — your training max. Most programs (like 5/3/1) use 85-90% of your true one-rep max as the training max, building in a buffer for sustainable progression.

In your logbook, record three numbers for percentage-based work: the prescribed percentage, the actual weight loaded, and the reps completed. This triple record is essential because it lets you see when a percentage feels harder or easier than it should.

Example notation: '75% | 300 lbs | 5 reps.' If your program prescribed 5 reps at 75% and you got them, you are on track. If you only got 3, something is off — fatigue, poor sleep, or your training max needs adjustment. If you got 8, your training max might be set too low.

Write your training max at the top of every page or on a reference card you keep inside the logbook. Recalculate it at the end of every training cycle, not mid-cycle. Changing your training max too frequently defeats the purpose of percentage-based programming.

The Hybrid Approach

Combining Both: The Hybrid Tracking System

The most powerful approach is tracking both percentage and RPE on the same sets. This creates a feedback loop that neither system provides alone.

Here is how to notate it: '75% | 300 lbs | 5 reps | @RPE 8.' That single line tells you the prescribed intensity, the actual load, the work completed, and how hard it felt. Over several weeks of this data, you can see patterns that are invisible with either system alone.

When percentages and RPE align, your training max is well-calibrated and your recovery is solid. When 75% feels like RPE 9, something is wrong — under-recovery, accumulated fatigue, or a training max that needs adjustment. When 80% feels like RPE 7, you are peaking and your training max probably needs to go up.

Programs like Average to Savage 2.0, Juggernaut Method, and modern 5/3/1 variants already use this hybrid approach. Your logbook should support it by including columns for both prescribed percentage and actual RPE. The GZCLP program uses a similar auto-regulation concept where AMRAP sets reveal whether to progress — this is essentially RPE feedback built into percentage-based loading.

Logbook Setup

Setting Up Your Logbook Pages for RPE and Percentage Tracking

Your logbook page for main lifts should have these columns from left to right: Set number, Prescribed % or RPE target, Weight loaded, Reps prescribed, Reps completed, Actual RPE, and Notes. This seven-column layout captures everything you need without being so wide that writing becomes cramped.

For accessories, simplify to four columns: Exercise, Weight, Reps, and RPE. Accessories do not need percentage tracking because they are rarely programmed from a training max.

Add a session summary section at the bottom of each page: Training Max reference (did it need adjustment?), Overall energy rating (1-10), Sleep last night (hours), and one sentence on the session quality. This context data is what makes your logbook a diagnostic tool, not just a record.

  • Main lift columns: Set | Prescribed % | Weight | Reps Target | Reps Actual | RPE | Notes
  • Accessory columns: Exercise | Weight | Reps | RPE
  • Session footer: Training Max check | Energy 1-10 | Sleep hours | Session note
  • Training max reference: write it at the top of every page or keep a reference card in the logbook

When to Use Each

Decision Framework: When to Prioritize Percentages vs. RPE

Use percentages as the primary driver when you are running a structured program with prescribed loads (5/3/1, Sheiko, Candito), during the early phases of a training cycle when volume is high and intensity is moderate, and when you are a beginner who has not yet calibrated their RPE sense.

Use RPE as the primary driver when you are an experienced lifter with good self-awareness, during high-intensity phases where daily readiness varies significantly, during meet prep peaking when auto-regulation prevents overreaching, and when running auto-regulated programs like Average to Savage 2.0.

Use both simultaneously when you want the precision of percentages with the safety net of RPE, when you are transitioning between programs or testing a new training max, and always on your top sets — they deserve the full data capture.

Action checklist

Deploy it this week

Add RPE to every working set

Start today. Rate every set 6-10. It takes two seconds and adds enormous diagnostic value.

Write your training max on page one

Squat, bench, deadlift, and overhead press. Update at the end of each cycle, not mid-cycle.

Use 7-column layout for main lifts

Set | % | Weight | Reps Target | Reps Actual | RPE | Notes — this captures everything.

Watch for % and RPE mismatches

If 75% feels like RPE 9, investigate. Sleep? Nutrition? Fatigue? The mismatch is the signal.

Rate your energy and log sleep

Add a session footer with energy 1-10 and sleep hours. This context explains RPE shifts.

Remember

3 takeaways to screenshot

  • Percentages give precision but ignore daily readiness. RPE gives adaptability but requires calibration. Track both for the complete picture.
  • The hybrid notation '75% | 300 lbs | 5 reps | @RPE 8' captures everything in one line and reveals when your training max needs adjustment.
  • When percentages and RPE diverge, something important is happening — under-recovery, fatigue accumulation, or a training max that needs updating.
  • Beginners should start with percentages and add RPE as they develop self-awareness. Experienced lifters should always track both.

FAQs

Readers keep asking…

I am a beginner — should I use RPE or percentages?

Start with percentages because they are objective. Add RPE as a secondary tracker. Beginners tend to underestimate RPE (rating sets as RPE 7 when they are actually RPE 9). After 6-12 months of training, your RPE calibration will improve and become a reliable tool.

What if my RPE is consistently higher than my percentages suggest?

Your training max is probably set too high. If 70% consistently feels like RPE 9, reduce your training max by 5-10%. There is no shame in this — it means your training will be more productive and sustainable.

How do I know if my RPE ratings are accurate?

Test them. If you rate a set RPE 8 (2 reps in reserve), occasionally push one more rep to verify. If you consistently get 3-4 more reps when you thought you had 2, you are underrating your RPE. Practice makes this calibration better over time.

Should I track RPE on warm-up sets?

Not formally, but note if a warm-up set feels heavier than expected. If your usual warm-up at 60% feels like RPE 5 instead of RPE 3, that is a signal that today's working sets may need adjustment.

Can RPE replace percentages entirely?

For experienced lifters, yes. Programs like Mike Tuchscherer's Reactive Training Systems are entirely RPE-based. But you need years of training experience for your RPE sense to be reliable enough to drive programming decisions. Most lifters benefit from keeping percentages as an anchor.

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