/At-a-glance ratings

Method Retention Understanding Efficiency Scalability Difficulty
Active Recall ★★★★★ ★★★ ★★★★★ ★★★★★ Medium
Pretesting ★★★★★ ★★★ ★★★★★ ★★★★ Low
Spaced Repetition ★★★★★ ★★ ★★★★★ ★★★★★ Medium
Feynman ★★★★ ★★★★★ ★★ ★★ High
Mnemonics ★★★ ★★★★ ★★★ Low–Medium
SQ3R ★★★ ★★★ ★★ ★★★ Medium
Passive Notes ★★ ★★ ★★★★ Low

/Category winners

CategoryWinnerRunner Up
Best overall retentionActive Recall / Spaced RepetitionPretesting
Deepest understandingFeynman TechniqueSQ3R
Most time-efficientActive Recall + Spaced RepPretesting
Memorising lists/factsMnemonicsActive Recall
Best entry pointPretesting / Fail FirstSQ3R
Reading-heavy subjectsSQ3RPassive Notes (upgraded)
Worst standalone methodPassive Note TakingRe-reading
Most underusedPretestingFeynman
Most overusedPassive NotesRe-reading

/Head-to-heads

Active Recall vs Spaced Repetition

These two are partners, not competitors.

  • Active Recall = the method (how you test yourself)
  • Spaced Repetition = the schedule (when you test yourself)
  • Using one without the other leaves performance on the table

Verdict: Use both together. Anki combines them automatically.

Active Recall vs Feynman

Both force retrieval. Different depths.

Active RecallFeynman
SpeedFastSlow
Volume of topicsHighLow
Depth of understandingSurface–MediumDeep
Best forExam prep, high volumeConcepts that won't click

Verdict: Active Recall for volume. Feynman for stubborn concepts that keep failing.

Pretesting vs Active Recall

Similar mechanism. Different timing.

PretestingActive Recall
When you use itBefore studyingAfter studying
PurposePrime the brain, find gapsStrengthen memory traces
Requires existing materialYes (practice tests)No
Emotional difficultyHigh (failing feels bad)Medium

Verdict: Pretesting first. Active Recall throughout. Sequential, not competing.

Mnemonics vs Active Recall

One is a hook. One is a workout.

  • Mnemonics create a retrieval shortcut for specific items — lists, sequences, acronyms
  • Active Recall builds raw memory strength across any content
  • Mnemonics are useless for understanding; Active Recall builds both retrieval and familiarity

Verdict: Mnemonics for specific memorisation tasks. Active Recall for everything else.

SQ3R vs Passive Note Taking

One is structured engagement. One is structured procrastination.

SQ3RPassive Notes
Retention★★★
Requires active effortYesMinimal
Produces a study guideYes (your questions)Sometimes
Common mistakeSkipping Recite stepTreating it as revision

Verdict: SQ3R every time, if reading is unavoidable. Both inferior to active recall methods.

Feynman vs SQ3R

Both push for understanding. Different formats.

FeynmanSQ3R
FormatExplanation / teachingStructured reading
Best inputAnythingTextbooks and long-form reading
Reveals gaps?Yes — brutallyPartially
Produces recall practiceYesYes (recite step)

Verdict: Feynman goes deeper. SQ3R is better when working through a textbook systematically.

/Which method for which situation

SituationBest Method
Starting a brand new subjectPretesting
Memorising a large volume of factsActive Recall + Spaced Repetition
A concept that keeps not clickingFeynman Technique
Memorising a list, sequence, or acronymMnemonics
Studying from a textbookSQ3R
Short on time before an examPretesting + Active Recall
Building long-term knowledgeSpaced Repetition
In a lecture, can't test yourselfPassive Notes (then upgrade after)

/The optimal stack

For most learning goals — especially exam and certification prep — this sequence works best:

  1. PRETESTING — Cold test. Find your gaps. Build your study plan.
  2. ACTIVE RECALL — Flashcards and self-quizzing on gap topics.
  3. SPACED REPETITION — Schedule reviews over time. Don't cram.
  4. FEYNMAN — Apply only to concepts that keep failing recall.
  5. MNEMONICS — Layer on for lists, acronyms, and sequences.
  6. SQ3R — Use when textbook reading is unavoidable.
  7. PASSIVE NOTES — Capture only. Convert to flashcards. Never re-read.

/What not to do


/ The one-paragraph summary

Active Recall and Spaced Repetition are the backbone of any serious study system. Pretesting is your entry point — always start there. Feynman is your scalpel for stubborn concepts. Mnemonics are a support tool for exact memorisation. SQ3R is what you use when reading is unavoidable. Passive notes are just capture — never the study session itself. Stack them in that order and you've got a system that beats 95% of how people study.