Every May, the same supplements get rebranded as "summer shred" stacks. Most of them do not work. A few have real research behind them, but the honest version is that even the ones that work add a small lever on top of the things that actually move the needle.
This is the version a friend who reads the studies would tell you. Realistic effect sizes, who each one is actually for, and which products on the market are mostly hype.
What the Evidence Actually Supports
Berberine
Berberine is the most interesting one in this category, mostly because it does not act like a "fat burner." It works on glucose metabolism. By activating an enzyme called AMP-activated protein kinase (AMPK), it improves insulin sensitivity, lowers fasting blood glucose, and modestly reduces triglycerides. A 2020 meta-analysis pooling 12 trials found body weight reductions of roughly 2 to 5 pounds over 8 to 16 weeks at 1,000 to 1,500 mg per day, mostly in people with metabolic dysfunction. In lean, metabolically healthy people, the weight loss signal mostly disappears.
Realistic effect size: 2 to 5 pounds over 12 weeks, concentrated in people with elevated fasting glucose, insulin resistance, or metabolic syndrome features. Who it is for: anyone with prediabetic markers, PCOS, or a fasting glucose creeping toward 100 mg/dL. GI side effects are common at full dose, so most people do better starting at 500 mg once daily and titrating up. Full breakdown on the berberine scorecard.
Green Tea Extract (EGCG)
Green tea catechins, particularly EGCG, have been studied for fat oxidation for two decades. The mechanism is real: EGCG inhibits an enzyme called catechol-O-methyltransferase (COMT), which extends the activity of norepinephrine and modestly increases resting energy expenditure. Modestly is the key word. A 2009 Cochrane review of 18 trials concluded that green tea preparations produced statistically significant but clinically small weight reductions in adults with overweight or obesity, on the order of 1 to 3 pounds over 12 weeks. The effect is amplified when combined with caffeine, which is how most of the better trials were structured.
Realistic effect size: 1 to 3 pounds over 12 weeks at doses of 400 to 600 mg EGCG per day, larger when paired with caffeine. Who it is for: people who are already exercising and want a small thermogenic edge. Watch the dose. There are documented cases of liver injury at very high EGCG intakes, particularly on an empty stomach. Stick with research-backed doses and take with food. The green tea extract scorecard lists the products that disclose actual EGCG content versus the ones that vaguely say "polyphenols."
Caffeine
Caffeine is the only "fat burner" ingredient with a long, consistent track record. It is also the one almost no one needs to buy as a separate supplement, because most of us already drink it. The mechanism is well established: it increases catecholamine release, raises resting metabolic rate by roughly 3 to 5 percent for several hours, and improves training performance, which lets you do more work in the gym. The training effect is probably the bigger lever for body composition than the direct thermogenic effect.
Realistic effect size: meaningful improvements in training output, plus a small bump in daily energy expenditure, but no studies show caffeine alone produces clinically significant weight loss in the absence of a calorie deficit. Who it is for: anyone who tolerates it and trains hard. Useful dose for performance is 3 to 6 mg per kg of body weight, taken 30 to 60 minutes before training. Tolerance builds quickly. If you are already drinking three cups of coffee a day, an extra pre-workout pill is doing very little. Most caffeine supplements show up inside pre-workout formulas, which is the format we score most directly.
Psyllium Husk
Psyllium does not show up on most fat loss lists, which is exactly why it belongs near the top. It is a viscous soluble fiber that absorbs water in the gut, slows gastric emptying, blunts post-meal blood glucose spikes, and produces real, measurable improvements in satiety. A 2020 meta-analysis of randomized trials in adults with overweight or obesity found that psyllium supplementation, typically 5 to 10 grams before meals, produced small but consistent reductions in body weight and meaningful improvements in LDL cholesterol and fasting glucose.
Realistic effect size: 1 to 4 pounds over 12 weeks, but the more interesting outcome is what it does to your eating patterns. People taking psyllium before meals tend to eat less at the meal and feel less hungry between meals. Who it is for: anyone who finds hunger to be the main barrier to maintaining a calorie deficit. Start at 5 grams in a large glass of water 20 to 30 minutes before your largest meal. Increase slowly. Going from zero fiber to 30 grams in a day is how people end up bloated and miserable. Full breakdown on the psyllium husk scorecard.
Creatine Monohydrate
Creatine is on this list for a counterintuitive reason. It does not "burn fat." It does the opposite of what scale-watchers expect, because it pulls water into muscle cells and produces a small initial weight gain. But creatine improves training performance, lets you push more weight for more reps, and over months that translates into more muscle and a better body composition at any given weight. In a calorie deficit specifically, where muscle loss is the main risk, creatine is one of the few supplements with strong evidence for preserving lean mass.
Realistic effect size: roughly 2 to 4 pounds of additional lean mass over 8 to 12 weeks of resistance training versus training alone. In a cut, the benefit shows up as better strength retention and better muscle preservation per pound of weight lost. Who it is for: anyone who lifts weights and wants their summer fat loss to leave them looking like they lift, not like a smaller version of themselves. Standard dose is 3 to 5 grams per day, every day, no loading required. The cheapest unflavored monohydrate works as well as anything with a logo on it. The creatine monohydrate scorecard covers cost-per-serving comparisons. We also have a full best creatine page ranking specific products.
Chromium Picolinate
Chromium is the most equivocal entry on this list, and we are including it mostly to set realistic expectations. It is a trace mineral involved in insulin signaling, and several trials have looked at whether supplementation affects body weight, food cravings, or glucose control. The results are mixed. A 2019 meta-analysis of 19 trials found a small statistically significant reduction in body weight (around 1 to 1.5 pounds) and a modest reduction in carbohydrate cravings, but the effect was small enough that several individual trials found nothing.
Realistic effect size: 1 to 1.5 pounds over 12 to 24 weeks, plus a possible reduction in sugar cravings in some people. Who it is for: anyone who has the cravings issue specifically. If you do not crave sweets, chromium is unlikely to do much for you. Standard research dose is 200 to 400 mcg of chromium picolinate per day. This is a low-cost, low-risk supplement, but adjust expectations downward. Full picture on the chromium picolinate scorecard.
What Does Not Work (And What People Keep Buying Anyway)
The fat loss aisle at any vitamin store is mostly products that have been studied and found wanting. The honest list of what to skip:
Most "Fat Burner" Stimulant Stacks
The standard formula is caffeine plus a few extras (yohimbine, synephrine, capsaicin, raspberry ketones, garcinia) at doses chosen to feel intense rather than to match clinical research. The caffeine does most of the work. The rest is mostly placebo plus a jittery feeling that the marketing labels as "thermogenesis." If you want caffeine, take caffeine.
CLA (Conjugated Linoleic Acid)
CLA had a moment in the early 2000s based on rodent studies showing reductions in fat mass. Human trials have been disappointing. A 2007 meta-analysis found a small reduction in body fat (less than half a pound over 6 months) that was barely distinguishable from noise, and several trials raised concerns about adverse effects on insulin sensitivity and inflammatory markers in humans. The effect that looked promising in mice did not translate. Skip it.
Raspberry Ketones
The entire human evidence base for raspberry ketones consists of rat studies and one small uncontrolled human trial that combined ketones with five other ingredients and called it a win. There are no quality randomized trials in humans showing raspberry ketones cause weight loss. The popularity of this ingredient is a marketing artifact from a 2012 TV segment, not a scientific finding.
Garcinia Cambogia
Garcinia contains hydroxycitric acid (HCA), which inhibits an enzyme involved in fat synthesis in test tubes. The translation to human weight loss has been a long string of disappointments. A 2011 systematic review concluded that the evidence for Garcinia producing meaningful weight loss in humans was weak and that effect sizes in positive trials were small enough to be clinically irrelevant. There have also been case reports of liver injury. Better options exist.
Apple Cider Vinegar Pills
The liquid vinegar has a small effect on post-meal glucose. The pills do not contain enough acetic acid to replicate even that, and the weight loss claims attached to them are not supported by quality trials.
Detox Teas and Cleanses
Most of these contain laxatives or diuretics. The weight you lose is water and stool weight, not fat. It comes back the day you stop drinking them.
What Actually Matters More Than Any of These
If you skipped to this section, good. This is the part that matters.
Every supplement above produces an effect somewhere between 1 and 5 pounds over 12 weeks under research conditions. The variables that move 10 to 30 pounds over 12 weeks are not on a supplement label. They are:
A Calorie Deficit You Can Actually Sustain
Fat loss requires eating fewer calories than you burn. There is no supplement that lets you skip this step. The deficit you can adhere to for 12 weeks beats the aggressive deficit you abandon at week 3. A modest deficit of 300 to 500 calories per day, paired with consistent food tracking long enough to learn what your portions actually look like, will outperform any stack you can buy.
Protein at 0.7 to 1 Gram per Pound of Goal Body Weight
This is the single biggest dietary lever for body composition during weight loss. High protein intake preserves lean mass in a deficit, increases satiety, and has the highest thermic effect of any macronutrient (your body burns roughly 20 to 30 percent of protein calories just digesting it, versus 5 to 10 percent for carbs and 0 to 3 percent for fat). For a 180-pound person targeting 160, that is roughly 110 to 160 grams of protein per day. Most people undershoot this by a lot. If you are not getting there from food, a whey isolate or plant protein blend is a cheap fix.
Resistance Training
Lifting weights two to four times per week during fat loss is what determines whether you end up looking lean or just smaller. Cardio burns calories. Resistance training tells your body to keep the muscle while you eat less. The combination outperforms either alone. This is also where creatine actually pays off.
Sleep
Restricting sleep to 5 hours per night while in a calorie deficit shifts the proportion of weight lost from fat toward lean mass. A 2010 study found that subjects sleeping 5.5 hours lost 55 percent less fat and 60 percent more lean mass than the same subjects on the same diet sleeping 8.5 hours. Sleep also blunts hunger hormones and improves appetite regulation. There is no supplement that compensates for chronic sleep restriction.
Steps and Daily Movement (NEAT)
Non-exercise activity thermogenesis (NEAT) is the calories you burn outside of structured exercise: walking, fidgeting, standing, taking stairs. It varies enormously between individuals (by up to 2,000 calories per day) and is the most modifiable variable in your daily energy expenditure. Hitting 8,000 to 12,000 steps per day puts NEAT to work. Most people who plateau on a "perfect" diet are quietly moving less without realizing it.
If You Want to Build a Supplement Stack Anyway
Assuming the four levers above are in reasonable shape, here is a defensible summer stack:
- Protein powder if you are not hitting your protein target from food
- Creatine monohydrate, 5 g per day, every day
- Caffeine, 100 to 300 mg pre-training (from coffee or pre-workout, your choice)
- Psyllium husk, 5 to 10 g before your largest meal if hunger is a problem
- Berberine, 1,000 to 1,500 mg per day in divided doses, only if you have prediabetic markers, PCOS, or insulin resistance
- Green tea extract, 400 to 600 mg EGCG per day with food, optional, small effect
- Chromium picolinate, 200 to 400 mcg per day, only if sugar cravings are a specific issue
That stack costs less than $30 per month from reputable brands. It will not transform your body. The food, training, and sleep will. The supplements add a few percent on top, which is what supplements are supposed to do.
For more on cost-per-effective-dose math and how we score products, see our scoring methodology. If you want a one-page roundup of products specifically scored for body composition outcomes, the best supplements for weight loss page covers our top-scored picks across these categories.
The Bottom Line
The supplements with real fat loss evidence have small, consistent effect sizes that compound on top of a working diet, training, and sleep program. None of them work without that foundation, and several of the ones that do work (like creatine and psyllium) are not what most people think of when they hear "fat loss supplements."
If a product promises 20 pounds in 30 days, the active ingredient is the marketing budget. Buy the boring stuff that has trial data behind it, set realistic expectations about what each one will and will not do, and put your effort where the actual leverage is.
Sources
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- Jurgens TM, Whelan AM, Killian L, et al. Green tea for weight loss and weight maintenance in overweight or obese adults. Cochrane Database Syst Rev. 2012;(12):CD008650.
- Hursel R, Viechtbauer W, Westerterp-Plantenga MS. The effects of green tea on weight loss and weight maintenance: a meta-analysis. Int J Obes (Lond). 2009;33(9):956-961.
- Acheson KJ, et al. Caffeine and coffee: their influence on metabolic rate and substrate utilization in normal weight and obese individuals. Am J Clin Nutr. 1980;33(5):989-997.
- Pal S, Khossousi A, Binns C, et al. The effects of 12-week psyllium fibre supplementation or healthy diet on blood pressure and arterial stiffness in overweight and obese individuals. Br J Nutr. 2012;107(5):725-734.
- Gibb RD, et al. Psyllium fiber improves glycemic control proportional to loss of glycemic control: a meta-analysis of data in euglycemic subjects, patients at risk of type 2 diabetes mellitus, and patients being treated for type 2 diabetes mellitus. Am J Clin Nutr. 2015;102(6):1604-1614.
- Kreider RB, Kalman DS, Antonio J, et al. International Society of Sports Nutrition position stand: safety and efficacy of creatine supplementation in exercise, sport, and medicine. J Int Soc Sports Nutr. 2017;14:18.
- Tsofliou F, et al. The effectiveness of chromium supplementation on body composition: a systematic review and meta-analysis of randomised controlled trials. Obes Rev. 2019.
- Whigham LD, Watras AC, Schoeller DA. Efficacy of conjugated linoleic acid for reducing fat mass: a meta-analysis in humans. Am J Clin Nutr. 2007;85(5):1203-1211.
- Onakpoya I, Hung SK, Perry R, et al. The use of Garcinia extract (hydroxycitric acid) as a weight loss supplement: a systematic review and meta-analysis of randomised clinical trials. J Obes. 2011;2011:509038.
- Nedeltcheva AV, Kilkus JM, Imperial J, et al. Insufficient sleep undermines dietary efforts to reduce adiposity. Ann Intern Med. 2010;153(7):435-441.