Progressive overload
How to make training harder over time: double progression, when to add load, reps or sets, and how to track it.
Progressive overload is the one principle every effective program shares: over time, the work has to get harder. This guide gives you a method for doing that, a way to track it, and a way to tell real progress from noise.
What counts as overload
You can make training harder in four ways:
- More reps with the same weight.
- More weight for the same reps.
- More sets.
- Better reps: the same load and reps with fuller range, cleaner control or less rest.
The first two are the workhorses. In an eight-week trial that compared them head to head, adding reps and adding load produced similar muscle growth, with strength slightly favouring load progression [1]. Use whichever your equipment allows.
One point of logic: progression is the result of adapting as well as its cause. You don't force 2.5 kg onto the bar every week and hope. You train hard, recover, and then confirm the adaptation by doing a little more.
Double progression
This is the simplest system that works for almost every lift.
- Pick a rep range, for example 8 to 12.
- Choose a weight you can lift for about 8 reps with 1 to 2 reps in reserve.
- Each session, try to add a rep to one or more sets at the same effort.
- When every set reaches 12, add weight and drop back towards 8.
Example with a dumbbell press, three sets:
- Week 1: 20 kg × 10, 9, 8
- Week 2: 20 kg × 11, 10, 9
- Week 3: 20 kg × 12, 11, 10
- Week 4: 20 kg × 12, 12, 11
- Week 5: 20 kg × 12, 12, 12, so next session use 22.5 kg
- Week 6: 22.5 kg × 9, 8, 8
The ACSM gives the same idea as a rule: once you can do one or two reps beyond your target, raise the load by 2 to 10 per cent [2]. Smaller jumps suit upper-body and isolation lifts; larger jumps suit squats, deadlifts and leg presses.
Wider ranges (8 to 15) suit small lifts where the next dumbbell is a big percentage jump. Narrow ranges (4 to 6) suit heavy barbell work.
Adding load: how fast
Beginners can often add weight session to session on the big lifts for the first few months: about 2.5 kg at a time on squats and deadlifts and 1 to 2.5 kg on presses. Ride this as long as form holds.
Intermediates progress in weeks, not sessions. Expect a rep here and there, and a load increase on main lifts every two to four weeks. Microplates (0.5 to 1.25 kg) are worth owning for presses.
Advanced lifters progress over training blocks. A common coaching approach is to hold a weight for several weeks while reps in reserve fall, then start a new block slightly heavier.
These rates are coaching norms; individual rates vary widely and the research doesn't give precise figures.
When to add sets
More weekly sets produce more growth and more strength, with diminishing returns [3] [4] [5]. Sets are also the most expensive lever: they cost time and recovery.
Add sets when all of these are true:
- Reps and load have stalled for three to four weeks.
- You're recovering well: sleeping, not unusually sore, motivated.
- The muscle in question is below about 10 weekly sets, or you're well adapted to your current volume.
Add one or two sets per week for that muscle group, hold for a few weeks, and reassess. Don't add sets to everything at once.
Reps in reserve and RPE
Progress only counts if effort is constant. Twelve reps at a grind is not an improvement on eleven clean ones.
Reps in reserve (RIR) is how many more reps you could have done with good form. The lifting-specific RPE scale is the same thing counted the other way: RPE 10 is 0 RIR, RPE 9 is 1 RIR, RPE 8 is 2 RIR, and so on [6] [7].
How to use it:
- Log RIR or RPE next to every top set.
- Compare like with like: 100 kg × 5 at 2 RIR beats 100 kg × 5 at 0 RIR from a month ago, even though the numbers match.
- Most productive work sits at 0 to 3 RIR. Reaching failure isn't required for strength or size [8], though growth does seem to improve as sets finish nearer to failure [9].
Estimates are imperfect. Across 12 studies, lifters were out by about one rep on average, tending to underestimate what they had left; accuracy was better late in a set and on sets of 12 reps or fewer, and experience made little difference [10]. To calibrate, occasionally take the last set of a safe exercise (a machine, a cable, a dumbbell curl) to true failure and compare it with your prediction.
Keeping a log
Record, for every working set: exercise, weight, reps, and RIR for the hardest set. Add a line on anything unusual (poor sleep, a new grip, a sore elbow). A notebook, a notes app or a spreadsheet all work.
Before each session, read last session's numbers and pick one thing to beat. That single habit turns "going to the gym" into training. This is standard coaching practice; it hasn't been tested in trials on lifters, but there's no way to apply overload reliably without it.
How to tell it's working
Look at trends over four to eight weeks, not single sessions. Day-to-day performance swings with sleep, food and stress.
Signs it's working:
- Reps or load at the same RIR are trending up on most lifts.
- The same weights feel easier (higher RIR for the same work).
- Over months: tape measurements, photos in the same light, or clothes fitting differently. Scale weight alone tells you little about muscle.
Signs to change something:
- No progress on a lift for three to four weeks. Check sleep and food first, especially protein (around 1.6 g per kg per day is where the benefit levels off [11]). Then check effort: are your sets within 3 reps of failure? Then consider a set increase or a variation of the lift.
- Performance falling across most lifts for two weeks or more, with heavy fatigue or low motivation. That points to recovery, not effort. See Deloads and Recovery Weeks.
Never chase a number through pain. If a lift hurts sharply, back off the load or change the exercise, and have persistent pain looked at by a professional.
Sources
- Plotkin D, Coleman M, Van Every D, et al.. Progressive overload without progressing load? The effects of load or repetition progression on muscular adaptations. PeerJ (2022). doi:10.7717/peerj.14142
- American College of Sports Medicine. American College of Sports Medicine position stand. Progression models in resistance training for healthy adults. Medicine and Science in Sports and Exercise (2009). doi:10.1249/MSS.0b013e3181915670
- Schoenfeld BJ, Ogborn D, Krieger JW. Dose-response relationship between weekly resistance training volume and increases in muscle mass: a systematic review and meta-analysis. Journal of Sports Sciences (2017). doi:10.1080/02640414.2016.1210197
- Ralston GW, Kilgore L, Wyatt FB, Baker JS. The effect of weekly set volume on strength gain: a meta-analysis. Sports Medicine (2017). doi:10.1007/s40279-017-0762-7
- Pelland JC, Remmert JF, Robinson ZP, et al.. The resistance training dose response: meta-regressions exploring the effects of weekly volume and frequency on muscle hypertrophy and strength gains. Sports Medicine (2026). doi:10.1007/s40279-025-02344-w
- Zourdos MC, Klemp A, Dolan C, et al.. Novel resistance training-specific rating of perceived exertion scale measuring repetitions in reserve. Journal of Strength and Conditioning Research (2016). doi:10.1519/JSC.0000000000001049
- Helms ER, Cronin J, Storey A, Zourdos MC. Application of the repetitions in reserve-based rating of perceived exertion scale for resistance training. Strength and Conditioning Journal (2016). doi:10.1519/SSC.0000000000000218
- Grgic J, Schoenfeld BJ, Orazem J, Sabol F. Effects of resistance training performed to repetition failure or non-failure on muscular strength and hypertrophy: a systematic review and meta-analysis. Journal of Sport and Health Science (2022). doi:10.1016/j.jshs.2021.01.007
- Robinson ZP, Pelland JC, Remmert JF, et al.. Exploring the dose-response relationship between estimated resistance training proximity to failure, strength gain, and muscle hypertrophy: a series of meta-regressions. Sports Medicine (2024). doi:10.1007/s40279-024-02069-2
- Halperin I, Malleron T, Har-Nir I, et al.. Accuracy in predicting repetitions to task failure in resistance exercise: a scoping review and exploratory meta-analysis. Sports Medicine (2022). doi:10.1007/s40279-021-01559-x
- Morton RW, Murphy KT, McKellar SR, et al.. A systematic review, meta-analysis and meta-regression of the effect of protein supplementation on resistance training-induced gains in muscle mass and strength in healthy adults. British Journal of Sports Medicine (2018). doi:10.1136/bjsports-2017-097608
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