May 25, 2026
Created by Ryan Hale

Performance Supplements: What the Evidence Actually Shows

SUPPLEMENTS · PERFORMANCE

PERFORMANCE SUPPLEMENTS: THE 5 ERGOGENIC AIDS WITH REAL EVIDENCE, THEIR EFFECT SIZES AND STUDY DOSES

Performance supplements are products taken to train harder or compete better. The IOC consensus names only a few with good evidence: caffeine, creatine, specific buffering agents and nitrate (PMID 29540367). Even those give small effects.

This guide covers the five ergogenic aids with meta-analysis support, their effect sizes and study doses. It also covers what pre workouts contain, and the mistakes. More guides sit on the supplements hub.

R
Ryan Hale
Research Notes Editor · Updated November 2026

Performance supplements in three numbers

Three study figures show what performance supplements can and cannot do.

4with evidence

IOC consensus

Caffeine, creatine, buffers, nitrate (PMID 29540367).

0.32effect size

Creatine, upper body

53 studies, 1,138 people (PMID 27328852).

2.0 gbeta alanine

Average pre workout

Effective dose is 4 to 6 g (PMID 30678328, 26175657).

Study figures come from PubMed papers. Doses are quoted from position stands as study facts, not as a plan. Practice notes are marked.

What this performance supplements guide covers

Covered

The five ergogenic aids with meta-analysis or position stand support, and how big their effects are.

Tier B ingredients with promising but thin data.

Pre workout blends measured against effective doses.

Not covered

Recovery and health products. See recovery supplements.

Hormones and drugs. Those are not supplements and sit in other hubs.

What performance supplements are

Ergogenic aids are products taken to improve performance directly. The IOC sorts supplements by purpose, and performance is one of four purposes (PMID 29540367).

Supplements claiming to enhance performance are the largest group marketed to athletes. Only a few have good evidence: caffeine, creatine, specific buffering agents and nitrate (PMID 29540367).

Responses vary widely between people because of genetics, the microbiome and habitual diet. The IOC advises trialling any supplement in training before competition (PMID 29540367).

The five performance supplements with meta-analysis support.
SupplementBest usePooled effectSource
CreatineStrength, efforts under 3 min0.32 upper, 0.27 lower bodyPMID 27328852, 25946994
CaffeineEndurance, strength, powerErgogenic in 21 meta-analysesPMID 30926628
Beta alanineEfforts of 0.5 to 10 min0.18; 0.43 with bicarbonatePMID 27797728
Sodium bicarbonateHigh intensity, 30 s to 12 minPosition stand supportsPMID 34503527
NitrateRecreational endurance0.17PMID 32936597
How big the effects arePooled effect size versus placebo, meta-analyses.Beta alanine + bicarbonate0.43Creatineupper body strength0.32Citrulline malate, reps0.20Beta alanine alone0.18Nitrate0.17Small effects, 0.2; medium, 0.5. PMID 27328852, 27797728, 32936597, 34010809.
How big theeffects areEffect sizevs placebo.Beta alanine + bicarbonate0.43Creatine, upper body strength0.32Citrulline malate, reps0.20Beta alanine alone0.18Nitrate0.17PMID 27328852, 27797728,32936597, 34010809.
YouWhat this means for you. Five performance supplements carry nearly all the evidence. Everything else on the shelf is tier B or marketing. See evidence based supplements.

Creatine: the best studied of all performance supplements

Creatine raises muscle creatine stores, which supports high intensity exercise and training adaptations (PMID 28615996).

Upper body: across 53 studies with 1,138 people, the pooled effect on strength was 0.317. Bench press alone was 0.265 (PMID 27328852).

Lower body: across 60 studies with 1,297 people, squat was 0.336 and leg press 0.297. Results held regardless of dose, loading or training status (PMID 25946994).

Safety: up to 30 g a day for 5 years was safe and well tolerated in healthy people. About 3 g a day covers habitual low dietary intake (PMID 28615996).

YouWhat this means for you. Creatine works for efforts under 3 minutes, in anyone, at any studied dose. It is the first performance supplement worth buying. See creatine loading phase.

Caffeine: the broadest of the performance supplements

An umbrella review of 21 meta-analyses found caffeine ergogenic for aerobic endurance, muscle strength, muscle endurance, power, jumping and speed (PMID 30926628).

The effect is generally larger for aerobic than anaerobic exercise. Most studies were in young men (PMID 30926628).

The ISSN position stand puts the effective dose at 3 to 6 mg per kg, usually taken 60 minutes before exercise. Minimal effective doses may be as low as 2 mg per kg (PMID 33388079).

Genetics, habitual intake and sleep or anxiety effects explain much of the variation between people (PMID 33388079).

Performance supplements: plain creatine tub and a cup of black coffee on a gym bench, unbranded
Illustration. Creatine and caffeine are the two performance supplements with the deepest evidence (PMID 28615996, 30926628).
YouWhat this means for you. Of all performance supplements, caffeine is the one that helps almost every task. The dose window is narrow and the side effects are personal.

Beta alanine: performance supplements for 1 to 4 minute efforts

Beta alanine raises muscle carnosine, an intracellular buffer. 4 to 6 g a day for at least 2 to 4 weeks is the ISSN range (PMID 26175657).

Across 40 studies with 1,461 participants, the pooled effect was 0.18. Exercise lasting 0.5 to 10 minutes benefited most (PMID 27797728).

Stacking matters. Beta alanine with sodium bicarbonate gave the largest effect against placebo, 0.43 (PMID 27797728).

The only reported side effect is tingling, reduced by splitting the dose into 1.6 g portions or using sustained release (PMID 26175657).

YouWhat this means for you. Beta alanine is a small, real gain for middle distance and repeated hard sets. Two grams in a pre workout is half the studied dose.

Sodium bicarbonate: the cheapest of the performance supplements

The ISSN position stand supports sodium bicarbonate for muscular endurance and combat sports. It also covers high intensity cycling, running, swimming and rowing lasting 30 seconds to 12 minutes (PMID 34503527).

Study doses ran 0.2 to 0.5 g per kg. 0.3 g per kg was optimal; higher doses added side effects without extra benefit (PMID 34503527).

Bloating, nausea and abdominal pain are the common side effects. Taking it 60 to 180 minutes before exercise with a carbohydrate meal, or in enteric coated capsules, reduced them (PMID 34503527).

Combining bicarbonate with creatine or beta alanine may be additive. Part of its effect seems placebo driven (PMID 34503527).

YouWhat this means for you. Bicarbonate works and costs almost nothing. The limiting factor is your stomach, so it is a competition day tool to test in training first.

Nitrate: performance supplements for recreational athletes

Across 80 randomised crossover studies, nitrate improved performance with a pooled effect of 0.174 (PMID 32936597).

The effect was absent in two groups. Studies with only women showed none, and well trained endurance athletes above 65 ml per kg per minute showed none (PMID 32936597).

The authors called the effect objectively small and said nitrate has limited use for people with excellent aerobic fitness (PMID 32936597).

YouWhat this means for you. Among performance supplements, nitrate helps recreational men on endurance tasks a little. For elite endurance athletes the meta-analysis found nothing.

Tier B: performance supplements with thinner evidence

Citrulline malate. In 8 studies with 137 people, 6 to 8 g taken 40 to 60 minutes before lifting added 3 repetitions, or 6.4%. The effect was small, 0.196 (PMID 34010809).

Protein. Not an ergogenic aid in the acute sense. Across 49 trials, extra protein added 0.30 kg fat free mass and 2.49 kg to one rep max (PMID 28698222).

Tier B ingredients: what the data say.
IngredientEvidenceVerdict
Citrulline malateSmall effect on reps to failure, 8 studies (PMID 34010809)Promising, lower body only
Protein powder+0.30 kg fat free mass over months (PMID 28698222)Nutrition, not a stimulant
Taurine, tyrosineCommon in pre workouts (PMID 30678328)Practice, not studied for performance here
Herbal boostersSee individual guidesMostly unproven
Practice, not studied

Most tier B ingredients are in pre workouts for the label, not the dose. No trial here supports them at the amounts blends typically allow.

YouWhat this means for you. Citrulline is the one tier B ingredient with a measurable effect. The rest are filler until a meta-analysis says otherwise. See does turkesterone work.

What pre workout performance supplements contain

The top 100 pre workouts averaged 18.4 ingredients, with 8.1 of them in a proprietary blend at undisclosed amounts (PMID 30678328).

Pre workouts vs effective dosesShare of top 100 pre workouts listing each ingredient.Beta alanine, avg 2.0 g87%Caffeine, avg 254 mg86%Creatine, avg 2.1 g49%Effective: beta alanine 4 to 6 g a day. PMID 30678328, 26175657.
Pre workouts vseffective dosesTop 100 labelslisting it.Beta alanine, avg 2.0 g87%Caffeine, avg 254 mg86%Creatine, avg 2.1 g49%PMID 30678328,26175657.

Beta alanine appeared in 87% at an average 2.0 g, below the 4 to 6 g effective range. Caffeine appeared in 86% at 254 mg, the low end for a 70 kg person (PMID 30678328, 26175657, 33388079).

Creatine appeared in only 49%, at 2.1 g (PMID 30678328). Nearly half of all ingredients, 44.3%, had no disclosed amount (PMID 30678328).

Muscle building products are the category most often adulterated with synthetic steroids: 82 of 92 tainted products (PMID 30646238).

Pre workout performance supplements: plain scoop of pink powder next to a clear shaker bottle on a gym floor, unbranded
Illustration. The top 100 pre workouts averaged 2.0 g beta alanine against a 4 to 6 g effective dose (PMID 30678328).
YouWhat this means for you. Most pre workouts are a caffeine dose plus underdosed everything else. Buying the singles gets you studied doses for less. See how to read supplement labels.

5 mistakes with performance supplements

1

Expecting big effects

Pooled effects run 0.17 to 0.32, small by convention (PMID 27328852, 32936597).

2

Underdosing beta alanine

Pre workouts average 2.0 g; the effective range is 4 to 6 g (PMID 30678328, 26175657).

3

Trying bicarbonate on race day

Bloating and nausea are common; test it 60 to 180 minutes before training first (PMID 34503527).

4

Buying nitrate as an elite endurance athlete

No effect above 65 ml per kg per minute (PMID 32936597).

5

Trusting a muscle building blend

89.1% of tainted muscle products contained synthetic steroids (PMID 30646238).

YouWhat this means for you. The pattern: small effects, studied doses, test in training, buy singles. That covers most of what goes wrong.

Verdict: 7 facts about performance supplements

1. Four have good evidence. Caffeine, creatine, buffers, nitrate (PMID 29540367).

2. Creatine is the best studied. Effect 0.317 upper body across 53 studies (PMID 27328852).

3. Caffeine helps almost every task. 21 meta-analyses agree (PMID 30926628).

4. Beta alanine needs 4 to 6 g. Pooled effect 0.18; 0.43 with bicarbonate (PMID 26175657, 27797728).

5. Bicarbonate works at 0.3 g per kg. Higher doses add side effects, not results (PMID 34503527).

6. Nitrate is for recreational athletes. No effect in well trained endurance athletes (PMID 32936597).

7. Pre workouts are underdosed. 44.3% of ingredients in blends (PMID 30678328).

Performance supplements: frequently asked questions

What are performance supplements?

Products taken to improve exercise performance directly. The IOC names caffeine, creatine, buffers and nitrate as the ones with good evidence (PMID 29540367).

What are ergogenic aids?

Another name for performance supplements. In meta-analyses their effects are small: creatine 0.317, beta alanine 0.18, nitrate 0.174 (PMID 27328852, 27797728, 32936597).

What are the best supplements for athletic performance?

Creatine for strength, caffeine for most tasks, beta alanine and bicarbonate for 1 to 10 minute efforts, nitrate for recreational endurance (PMID 29540367).

How much caffeine improves performance?

3 to 6 mg per kg, about 60 minutes before exercise, per the ISSN (PMID 33388079).

Does beta alanine work?

Yes, with a pooled effect of 0.18 across 40 studies, mainly for efforts of 0.5 to 10 minutes (PMID 27797728).

Does baking soda improve performance?

Sodium bicarbonate at 0.2 to 0.5 g per kg improves high intensity efforts of 30 seconds to 12 minutes (PMID 34503527).

Does beetroot juice work for athletes?

A small effect, 0.174, in recreational men. None in well trained endurance athletes (PMID 32936597).

Are pre workouts worth it?

They average 2.0 g beta alanine and 254 mg caffeine, with 44.3% of ingredients in blends (PMID 30678328). Single ingredients at studied doses are the alternative.

Sources and further reading

Every study figure on this page comes from one of the 14 papers below, checked against PubMed on 4 November 2026. Practice notes are marked as practice. Reference links are dofollow to support open science.

1
IOC consensus statement: dietary supplements and the high-performance athlete

Verified

Maughan RJ, et al. Br J Sports Med. 2018;52(7):439-455. PMID 29540367.

View on PubMed →

2
International Society of Sports Nutrition position stand: safety and efficacy of creatine supplementation in exercise, sport, and medicine

Verified

Kreider RB, et al. J Int Soc Sports Nutr. 2017;14:18. PMID 28615996.

View on PubMed →

3
Creatine Supplementation and Upper Limb Strength Performance: A Systematic Review and Meta-Analysis

Verified

Lanhers C, et al. Sports Med. 2017;47(1):163-173. PMID 27328852.

View on PubMed →

4
Creatine Supplementation and Lower Limb Strength Performance: A Systematic Review and Meta-Analyses

Verified

Lanhers C, et al. Sports Med. 2015;45(9):1285-1294. PMID 25946994.

View on PubMed →

5
International society of sports nutrition position stand: caffeine and exercise performance

Verified

Guest NS, et al. J Int Soc Sports Nutr. 2021;18(1):1. PMID 33388079.

View on PubMed →

6
Wake up and smell the coffee: caffeine supplementation and exercise performance-an umbrella review of 21 published meta-analyses

Verified

Grgic J, et al. Br J Sports Med. 2020;54(11):681-688. PMID 30926628.

View on PubMed →

7
International society of sports nutrition position stand: Beta-Alanine

Verified

Trexler ET, et al. J Int Soc Sports Nutr. 2015;12:30. PMID 26175657.

View on PubMed →

8
β-alanine supplementation to improve exercise capacity and performance: a systematic review and meta-analysis

Verified

Saunders B, et al. Br J Sports Med. 2017;51(8):658-669. PMID 27797728.

View on PubMed →

9
International Society of Sports Nutrition position stand: sodium bicarbonate and exercise performance

Verified

Grgic J, et al. J Int Soc Sports Nutr. 2021;18(1):61. PMID 34503527.

View on PubMed →

10
Ergogenic Effect of Nitrate Supplementation: A Systematic Review and Meta-analysis

Verified

Senefeld JW, et al. Med Sci Sports Exerc. 2020;52(10):2250-2261. PMID 32936597.

View on PubMed →

11
Acute Effect of Citrulline Malate on Repetition Performance During Strength Training: A Systematic Review and Meta-Analysis

Verified

Vårvik FT, et al. Int J Sport Nutr Exerc Metab. 2021;31(4):350-358. PMID 34010809.

View on PubMed →

12
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

Verified

Morton RW, et al. Br J Sports Med. 2018;52(6):376-384. PMID 28698222.

View on PubMed →

13
Common Ingredient Profiles of Multi-Ingredient Pre-Workout Supplements

Verified

Jagim AR, et al. Nutrients. 2019;11(2):254. PMID 30678328.

View on PubMed →

14
Unapproved Pharmaceutical Ingredients Included in Dietary Supplements Associated With US Food and Drug Administration Warnings

Verified

Tucker J, et al. JAMA Netw Open. 2018;1(6):e183337. PMID 30646238.

View on PubMed →

Go deeper

Four pages that follow from this one: the proven list, creatine loading, a pre workout read line by line, and the recovery side.

DISCLAIMER

Final Educational Note

This article is educational and is not medical advice. It reports what meta-analyses, umbrella reviews and position stands found about performance supplements. Doses are quoted as study facts, not as recommendations. Anyone subject to drug testing should use certified products and expert advice.

More guides sit on the supplements hub. Read more on the about page and in the full disclaimer.

R
Ryan Hale
Research Notes Editor. Breaks down studies, mechanisms, supplements and peptides into clear performance focused education, and checks every citation against PubMed before publication.