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An evidence map · 56 entries

Nootropics: A Claude-Driven Report

Most nootropic lists rank compounds by hype. This one asks a narrower question: for a given goal, what do human trials actually show? Pick a goal and every compound with graded human evidence lines up by how strong that evidence is and how big the effect was. The surprise is how often the boring entries win.

How to use
Pick a goal. Click any name for its full record: dose, timing, safety, and what to check first. Add up to four to compare and see combination flags. Tags under each entry show its trade-offs: speed, habit-forming risk, and side effects.
Sources
Every cell is graded against one written rubric, starting from Examine’s database; † marks where Claude differs. Tabs show Examine’s grades alone, just the differences, or user reports.
Made by
Researched and graded by Claude (Anthropic’s AI) at Alex’s direction, and reviewed by Alex.
Not advice
A map of evidence, not a recommendation, and nothing here is medical advice. Check with a clinician before adding anything, especially if you take medication.
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View 1 · everything at once

The full matrix

A highB moderateC lowD negligibleF evidence of harm effect size: small, moderate, large C  † Claude’s grade differs from Examine’s (hover for both) fewer downsidescautionserious downside users 5.8 = Nootroflix user rating out of 10

View 2 · one goal at a time

The evidence ladder

    View 3 · side by side

    Compare and check combinations

    Add up to four from any record. The columns line up their grades, doses, and timing, and the list below flags known or likely problems when they’re taken together. A missing flag is not a safety guarantee: it only means nothing on this page’s short list of interaction rules matched.

    Read these first

    The ones with sharp edges

    Entries with a serious caution: dependence, dangerous withdrawal, liver injury, dangerous interactions, or legal risk. Some are legitimate prescriptions with real uses; the caution is about how they’re taken and what they’re combined with. Others are on the map because people ask about them, not because they’re a good idea.

    Method and limits

    How to read the grades

    Each square answers one question: for this goal, how much should the human evidence move you? Claude graded every compound on every goal against the rubric below, starting from Examine’s database (read in October 2026) and checking the key trials and meta-analyses directly. Where Claude’s grade matches Examine’s, the square shows theirs; where it differs or Examine has none, it’s marked † and hovering shows both. The Examine only tab shows their grades untouched, and Where Claude differs lists every change with its reason.

    The rubric. A: a meta-analysis or at least three independent trials agreeing, about 300 people or more in total, from more than one research group, at low to moderate risk of bias. B: at least two agreeing trials with 100 or more people, or A-level evidence with one notable weakness (mostly one lab, country, or extract maker; inconsistent results; high risk of bias). C: one trial, a few small or inconsistent ones, or good evidence only in a distant population (children with ADHD don’t count toward adult focus). D: adequately sized trials that mostly found nothing. F: consistent evidence of harm, from trials or established side-effect data, whether or not Examine lists it. Only outcomes people feel or perform count; a lab marker such as cortisol counts only for inflammation. A combination is graded against placebo and takes its well-established ingredient’s grades where its own trials are thin. When unsure, Claude kept Examine’s grade. One exception, at Alex’s call: L-theanine keeps Examine’s A for stress and anxiety, though its trials total fewer than 300 people.

    • AHigh. Several good trials from more than one group agree. Still not a guarantee for you.
    • BModerate. Real signal, but fewer or smaller trials.
    • CLow. One trial, a few small ones, or evidence from a different population. Treat as a hypothesis.
    • DNegligible. Trials exist and mostly found nothing.
    • FHarm. Consistent evidence it makes this outcome worse, from trials or established side-effect data.
    • ·Not graded. No human trials for this goal, or too few to grade.

    Trade-offs are separate from grades. A grade says how sure we can be that something works; the tags under each entry say what it costs to take: how fast it works, whether it’s habit-forming, how often users quit over side effects (from Nootroflix), and any F grades. An SSRI can earn an A and still carry heavy trade-offs; hydroxyzine can earn a C and be low-stakes to try.

    User reports are kept separate. They come from open surveys of nootropic users and Gwern’s self-experiments. They capture what trials miss (how something feels day to day, whether people keep taking it) but they aren’t blinded, so they never feed into a grade.

    How to read the user ratings. They answer a different question from the grades: not “does it beat placebo?” but “did people who chose to try it feel something?” Scott Alexander used choline, which barely reaches the brain, as a rough placebo benchmark; it rates 3.4 on Nootroflix, so anything near it may be mostly expectation. Individual experiences vary widely: in 2016 the typical spread was about 2.5 points for every compound, and a re-analysis that corrected for how each person uses the scale put one person’s likely result 2 to 3 points either side of the average. The same users rated more sleep (5.9), meditation (5.8), and weightlifting (6.7) above nearly every supplement here. Gwern’s notes add the rare thing surveys can’t: a single person testing compounds blind against placebo, often finding much less than he felt. Claude couldn’t read Reddit threads directly (Reddit blocks automated reading), and vendor reviews were too few and too uniformly five-star to add signal.

    Three things the grades don’t tell you. First, a grade is about the people studied: many high grades come from older adults with cognitive decline or people with diagnosed depression. Turn on Healthy adults only to see how thin the evidence gets for an already healthy brain. Second, effect sizes in this field are usually small, even when the grade is high. Third, supplements are loosely regulated, so the bottle may not contain what the trial used: one analysis of melatonin products found doses from 83% less to 478% more than the label.

    Fixing a gap beats adding a booster. Iron, B12, vitamin D, and magnesium mostly grade low or negligible for healthy people, but correcting a real deficiency can matter a great deal. That needs a blood test, not a guess.

    1. Examine.com supplement database: grades, outcomes, and dosing for each linked entry (accessed Oct 2026).
    2. McLellan, Caldwell & Lieberman (2016). A review of caffeine’s effects on cognitive, physical and occupational performance. Neurosci Biobehav Rev.
    3. Camfield et al. (2014). Acute effects of tea constituents L-theanine, caffeine, and EGCG on cognitive function and mood: a systematic review and meta-analysis. Nutrition Reviews.
    4. Battleday & Brem (2015). Modafinil for cognitive neuroenhancement in healthy non-sleep-deprived subjects: a systematic review. Eur Neuropsychopharmacol.
    5. Ilieva, Hook & Farah (2015). Prescription stimulants’ effects on healthy inhibitory control, working memory, and episodic memory: a meta-analysis. J Cogn Neurosci.
    6. Wesensten, Killgore & Balkin (2005). Performance and alertness effects of caffeine, dextroamphetamine, and modafinil during sleep deprivation. J Sleep Res.
    7. Lara (2010). Caffeine, mental health, and psychiatric disorders. J Alzheimers Dis.
    8. Davila et al. (1994). Acute effects of transdermal nicotine on sleep architecture, snoring, and sleep-disordered breathing in nonsmokers. Am J Respir Crit Care Med.
    9. Provigil (modafinil) US prescribing information: insomnia among the most common adverse reactions.
    10. Heishman, Kleykamp & Singleton (2010). Meta-analysis of the acute effects of nicotine and smoking on human performance. Psychopharmacology.
    11. Laws, Sweetnam & Kondel (2012). Is Ginkgo biloba a cognitive enhancer in healthy individuals? A meta-analysis. Hum Psychopharmacol.
    12. Ferracioli-Oda, Qawasmi & Bloch (2013). Meta-analysis: melatonin for the treatment of primary sleep disorders. PLoS One.
    13. Fioravanti & Yanagi (2005). CDP-choline for cognitive and behavioural disturbances associated with chronic cerebral disorders in the elderly. Cochrane Database Syst Rev.
    14. Ishaque et al. (2012). Rhodiola rosea for physical and mental fatigue: a systematic review. BMC Complement Altern Med.
    15. Akhgarjand et al. (2022). Does ashwagandha supplementation have a beneficial effect on the management of anxiety and stress? Phytother Res.
    16. Cheah et al. (2021). Effect of ashwagandha extract on sleep: a systematic review and meta-analysis. PLoS One.
    17. Williams et al. (2020). The effects of L-theanine on the ability to manage stress and anxiety levels: a systematic review. Plant Foods Hum Nutr.
    18. Sarris et al. (2020). Kava for generalised anxiety disorder: a 16-week double-blind, randomised, placebo-controlled study. Aust N Z J Psychiatry.
    19. Baker et al. (2023). Effects of cocoa extract and a multivitamin on cognitive function (COSMOS-Mind). Alzheimers Dement.
    20. Okereke et al. (2020). Effect of long-term vitamin D3 supplementation vs placebo on risk of depression (VITAL-DEP). JAMA.
    21. Su et al. (2018). Association of use of omega-3 polyunsaturated fatty acids with changes in severity of anxiety symptoms. JAMA Netw Open.
    22. Szigeti et al. (2021). Self-blinding citizen science to explore psychedelic microdosing. eLife.
    23. Kennedy et al. (2006). Effects of cholinesterase inhibiting sage on mood, anxiety and performance. Neuropsychopharmacology.
    24. Herrlinger et al. (2018). Spearmint extract improves working memory in men and women with age-associated memory impairment. J Altern Complement Med.
    25. Docherty et al. (2023). The acute and chronic effects of lion’s mane mushroom supplementation on cognitive function, stress and mood in young adults. Nutrients.
    26. Brickman et al. (2023). Dietary flavanols restore hippocampal-dependent memory in older adults with lower diet quality. PNAS.
    27. DeKosky et al. (2008). Ginkgo biloba for prevention of dementia (GEM trial). JAMA.
    28. Flicker & Grimley Evans (2004). Piracetam for dementia or cognitive impairment. Cochrane Database Syst Rev.
    29. Rafii et al. (2011). A phase II trial of huperzine A in mild to moderate Alzheimer disease. Neurology.
    30. Lee et al. (2021). Association of L-α glycerylphosphorylcholine with subsequent stroke risk after 10 years. JAMA Netw Open.
    31. Erland & Saxena (2017). Melatonin natural health products and supplements: presence of serotonin and significant variability of melatonin content. J Clin Sleep Med.
    32. US FDA consumer warnings on tianeptine (2022 to 2025) and on vinpocetine in pregnancy (2019).
    33. Faghfouri et al. (2020). The effects of N-acetylcysteine on inflammatory and oxidative stress biomarkers: a systematic review and meta-analysis of controlled clinical trials. Eur J Pharmacol.
    34. Alexander (2014). Nootropics Survey Results and Analysis. Slate Star Codex. 162 people from r/Nootropics and Longecity; mean ratings, 0 to 10.
    35. Alexander (2016). 2016 Nootropics Survey Results. Slate Star Codex. Mean ratings, 0 to 10; spreads, stack shares and subgroup figures computed from the published raw data.
    36. Troof (2022). What I learned gathering thousands of nootropic ratings. Nootroflix data and code at github.com/LeoGrin/nootroflix; values taken from its published summary tables.
    37. Gwern (2010 to 2024). Nootropics. Self-experiment notes, several blinded and randomized.
    38. darktka (2017). 2017 Nootropics Survey on /r/Nootropics. 380 people; perceived effects from −3 to +3, read from the published charts.
    39. Van Horn (2016). Analysis of a Nootropics Survey. Bayesian re-analysis of the 2016 data correcting for how people use the scale.
    40. Alexander (2020). Nootropics Survey 2020 Results. Astral Codex Ten. Adjusted means read from the published chart (about ±0.1).