What Does "Training to Failure" Actually Mean?
Muscular failure is the point in a set where you cannot complete another repetition with proper form. There are two distinct types worth separating:
- Absolute (concentric) failure: The muscle physically cannot move the weight through any further range of motion, regardless of effort or form breakdown. This is what most people mean by "failure."
- Technical failure: The point at which you can no longer complete the rep with correct technique, even though you may be able to grind out additional reps with compromised form (excessive back arch, partial range of motion, momentum). Most coaches recommend stopping here rather than pushing to absolute failure.
Failure is exercise-dependent in terms of risk. Failure on a machine leg press or leg extension carries minimal injury risk — the weight simply stops moving and can be safely lowered. Failure on a heavy barbell back squat or bench press without a spotter carries substantially higher risk, since a failed rep may need to be dumped or requires assistance to complete safely.
Reps in Reserve (RIR): A More Practical Framework
Reps in Reserve (RIR) is a scale describing how many more reps you could have performed before reaching failure. RIR 0 means true failure; RIR 2 means you stopped with an estimated 2 reps still in the tank. Most evidence-based hypertrophy and strength programmes prescribe training in the RIR 1–3 range for the majority of sets, reserving RIR 0 (true failure) for occasional sets — often just the final set of an exercise — rather than every set of every session.
| RIR | Description | Typical Use |
|---|---|---|
| RIR 3–4 | Could do 3–4 more reps | Warm-up sets, technique-focused work |
| RIR 1–2 | Could do 1–2 more reps | Most working sets, strength and hypertrophy |
| RIR 0 | True muscular failure | Occasional final sets, isolation exercises |
Based on: Helms ER, et al. "Application of the Repetitions in Reserve-Based Rating of Perceived Exertion Scale for Resistance Training." Strength Cond J. 2016;38(4):42–49.