🏋️ Resistance Training · 13 min read · Part 6 of 6

Reps, Sets & Weights: The Loading Schemes

Every number in the program, decoded: what each rep range trains, how many sets, how hard to push (RIR), how to find your working weight, and the two-day scheme that alternates strength and volume.

🔎 Evidence Snapshot ★★★★★ Strong — rep ranges, set counts, proximity to failure, and rest intervals are among the most studied questions in resistance training, with meta-analytic answers

What the evidence supports

  • Hypertrophy is similar across rep ranges from 5 to 30 when sets are taken near failure — the range choice is about goals and joints.
  • Roughly 10–20 hard sets per muscle per week captures most of the available growth; beginners need the low end.
  • Sets stopped 1–3 reps short of failure produce comparable gains to failure training, with less fatigue.
  • Rest intervals of ~2–3 minutes support more total work than 60-second rests.

What remains uncertain

  • The precise weekly set ceiling — diminishing returns are clear; the exact plateau is individual and debated.
  • Whether specific ranges optimise tendon and bone outcomes in older adults is under-studied compared with muscle.

Evidence last reviewed: August 13, 2026. Conclusions may change as new research is published.

the numbers, decoded

Rep Ranges and What They Train

How Many Sets: 2–4

RIR: The Dial You Didn't Know You Had

Finding Your Working Weight: The Ramp Test

The Ramp Test
One ramp session per lift turns "guess a weight" into a logged number
Start light — about half your guess 5 clean, unhurried reps 5 easy reps? Add ~10% — then this box again Bar slows or form wobbles? Stop the ramp Working weight = the last load where 5 reps felt honest, not maximal repeat one ramp session per lift — then write the number in the log

Finding Your Working Weight: The Ramp Test, Step by Step

The diagram above is the map; here is the walk. One ramp session per lift, on a normal day, turns "guess a weight" into a logged number — and it is deliberately boring, because boring is repeatable.

  1. Warm up, then start light — a few easy warm-up sets first, then load roughly half your guess for the lift. The first ramp set should feel like a warm-up, because it is one.
  2. Five clean reps, one honest judgment — do five unhurried reps and ask a single question: how easy was that? "Five more, no problem" means keep climbing.
  3. Add about 10% and repeat — small jumps, one or two sets per rung. Rest enough between rungs that fatigue isn't doing the judging for you.
  4. Stop when the bar slows or the form wobbles — a noticeably slower fifth rep, or a rep drifting off its groove, is the top of the ramp. Do not grind past it on ramp day; grinding is for later, under the scheme's rules.
  5. Set the working weight one rung back — the last load where five reps felt honest, not maximal. Write it in the log as the working weight, and let the first real session confirm or trim it.

Re-ramp only when the log says so — a new lift, a long layoff, or a weight you haven't touched in months. Week to week, the double progression does the fine-tuning; the ramp test just sets the starting line.

A worked example: you guess 40 kg on a dumbbell row, ramp 20 → 26 → 30 → 34 kg, and at 34 the fifth rep slows. Working weight: 30 kg, logged at 8–12 reps. The first real session either confirms it or trims it one rung. That's the whole calibration.

Percentages: The Short Version

% of 1RM, roughlyTypical repsWhat it trainsVerdict
~85–100%1–3Peak strength expressionModerate
~75–85%5–8Strength — strength-day compoundsGood
~65–75%8–12Hypertrophy — the volume-day workhorseGood
~50–65%12–30Endurance and technique, near failureModerate

Estimates from 1RM tables — individuals spread wide, so treat these as map labels, not measurements. The ramp test overrides all of them.

The Scheme: Strength Day vs Volume Day

💪 Strength day🧱 Volume day
GoalExpress forceGrow tissue
Reps5–88–12
Sets3–43 (compounds), 2–3 (accessories)
EffortRIR 2–3RIR 1–2
Rest2–3 min2 min compounds, 60–90 s accessories
AnchorSquat or deadlift focusAll five patterns, smooth

Double Progression: When the Weight Goes Up

The scheme tells you what to lift; double progression tells you when to lift more. It is the simplest reliable route from session to session — two steps, repeated forever, and the log referees both:

Rest: The 2–3 Minute Rule

Where the Evidence Lives

This page is the operating layer. The science behind each number has a home in the pillars — one or two sentences here, the full case there:

What to Do When It Goes Wrong

Loading problems announce themselves in the gym, not in spreadsheets. Five failures that actually happen, with the response that works:

Questions, Answered Briefly

🔢 The numbers at a glance

5–30 reps all work near failure · 2–4 sets per exercise, 10–20 per muscle weekly · RIR 1–3 · rest 2–3 minutes · ramp test to find the weight. That's the entire loading system — everything else is implementation.

The Bottom Line

  1. Rep range is a goal choice, not a growth law — 5–30 all build muscle near failure.
  2. 2–4 sets per exercise; ~10–20 hard weekly sets per muscle does the work.
  3. Train at RIR 1–3 — near failure, not past it.
  4. Rest 2–3 minutes on big lifts, ramp-test your weights, log everything.

This Page in One Workflow

  1. Ramp — one ramp session per lift; log the working weight.
  2. Slot — assign each lift to strength day or volume day, per the scheme.
  3. Train — 2–4 sets at RIR 1–3 (compounds 2–3, accessories 1–2).
  4. Rest — 2–3 minutes on compounds, 60–90 seconds on accessories, timer on.
  5. Progress — add reps to the top of the range, then weight; log everything and review weekly.

The Daily Checklist

The Weekly Checklist

Related Topics

Sources & further reading