Comparison

Leitner System vs Anki: Which Flashcard Method Wins?

April 2026 · 10 min read

Two titans of spaced repetition. One born in 1972 from a German journalist's shoebox. The other coded in 2006 by a Japanese med student. Both promise to beat the forgetting curve — but they take radically different paths to get there. Here's an honest breakdown of the Leitner system and Anki, and how to pick the right one for you.

Introduction: two philosophies of memory

Every flashcard app makes the same core promise: show you the right card at the right time. The difference is how they decide what "the right time" means.

The Leitner system uses a structural approach. Cards live in numbered boxes. Each box has a fixed review interval. Get the card right, it moves up. Get it wrong, it drops back to Box 1. The intervals are predetermined — every card in Box 4 gets reviewed on the same schedule, regardless of whether it's an easy vocabulary word or a brutal organic chemistry mechanism.

Anki takes an algorithmic approach. Every card has its own computed interval, based on how many times you've reviewed it, how hard you rated it, and a mathematical model of human forgetting. No two cards share the same schedule unless by coincidence.

Both methods are grounded in the same cognitive science: Hermann Ebbinghaus's forgetting curve, active recall, and the spacing effect. The disagreement is about how much optimization a human learner actually needs — and what that optimization costs in complexity.

How the Leitner system works

Sebastian Leitner's method is elegant in its simplicity. You have a series of boxes (traditionally 5, modernized to 7 in most implementations). All new cards enter Box 1, which you review daily. When you answer a card correctly, it advances to the next box. When you answer incorrectly, it returns to Box 1 — no matter how far it had progressed.

Each box has a progressively longer review interval: daily, then every 2 days, then every 4, 7, 15, 31, and finally 64 days. A card that passes all seven reviews without a mistake graduates in about 119 days — roughly four months of spaced recalls that match the forgetting curve's natural decay.

The beauty of this system is transparency. At any moment, you know exactly where every card stands. Box 3 means "I've recalled this correctly three times at increasing intervals." There's no hidden state, no ease factor, no mathematical model running behind the scenes. The schedule is deterministic and human-readable.

The Leitner insight: you don't need a perfect schedule. You need a good-enough schedule that you'll actually follow. Simplicity drives consistency, and consistency drives retention.

How Anki works: from SM-2 to FSRS

Anki was created in 2006 by Damien Elmes, a medical student who wanted to optimize his study sessions. Its original scheduling engine was based on SM-2, an algorithm developed by Piotr Wozniak in 1987 for the SuperMemo project. SM-2 assigns each card an "ease factor" (a multiplier that adjusts how quickly intervals grow) and recalculates it after every review based on your self-reported difficulty rating.

In 2023, Anki adopted a new default algorithm: FSRS (Free Spaced Repetition Scheduler), developed by Jarrett Ye. FSRS is trained on over 700 million review logs and uses a four-parameter memory model to predict each card's probability of recall at any given moment. It adjusts for card difficulty, current stability (how well you know it), and the "desired retention" rate you set (typically 90%).

The result is per-card precision. A card you find easy might jump to a 45-day interval after just three reviews. A card you struggle with might stay at 3-day intervals for weeks. FSRS continuously updates its model as you study, learning your patterns over time.

The tradeoff is complexity. Anki has over 50 settings that affect scheduling. Terms like "ease factor," "graduating interval," "new card steps," "learning steps," and "maximum interval" require genuine study to understand. The FSRS optimizer requires collecting review data and running a parameter tuning process. Many Anki users never configure these settings correctly — and suboptimal settings can undermine the very precision the algorithm promises.

LEITNER SYSTEM ANKI (FSRS) Box 1 — Every day Box 2 — 2 days Box 3 — 4 days Box 4 — 1 week Box 5 — 2 weeks Box 6 — 1 month Box 7 — 2 months correct Card reviewed Rate: Again / Hard / Good / Easy FSRS Algorithm D, S, R parameters Interval: 4.7 days Each card gets a unique computed interval Fixed intervals per box Simple & transparent VS
Leitner uses fixed intervals per box (left). Anki computes a unique interval for every card (right).

Head-to-head comparison

Let's compare the two methods across the dimensions that actually matter to learners. Neither system is universally better — each has clear strengths.

Dimension Leitner System Anki
Scheduling Fixed intervals per box. Predictable, no surprises. Per-card computed intervals via FSRS. Mathematically optimal.
Learning curve 2 minutes to understand. Boxes go up or down. Hours to configure properly. 50+ settings, ease factors, FSRS tuning.
Transparency You always know why a card is due: it's in Box N and today is Box N's day. Opaque. "Why is this card due today?" requires inspecting card info and understanding the algorithm.
Precision Good enough. Same interval for all cards in a box, regardless of individual difficulty. Excellent. Each card's interval is personalized based on your review history.
Scale Works well up to ~2,000 cards. Beyond that, physical systems struggle (digital implementations solve this). Handles 50,000+ cards routinely. Built for massive decks.
Tactile learning Physical cards engage motor memory and handwriting benefits. Digital versions preserve the mental model. Purely digital. No tactile component.
Multimedia Text-focused (digital apps add images). Images, audio, video, LaTeX, HTML templates — anything goes.
Shared content Make your own (which is better for learning anyway). Massive library of pre-made shared decks (AnkiWeb).
Cost LeitnerBox: free forever. Pro: $7.99 lifetime. Desktop: free. Android: free. iOS: $24.99 (one-time).
UI/UX Clean, modern. Minimal cognitive load. Functional but dated. Desktop UI feels like 2008. Mobile is better.
Retention risk Simple = lower dropout. People stick with systems they understand. Complexity causes configuration paralysis and feature overwhelm. Many users quit within weeks.

When to choose the Leitner system

The Leitner method is the right choice when simplicity and consistency matter more than algorithmic precision. That's most people, most of the time. Specifically:

Key insight

Research consistently shows that consistency beats optimization. A suboptimal schedule you follow every day will outperform a mathematically perfect schedule you abandon after two weeks. The Leitner system's simplicity is its most powerful feature.

When to choose Anki

Anki earns its reputation among power users for good reasons. It's the right tool when the scale or nature of your material demands precision:

That said, it's worth noting that many Anki users never unlock the tool's full potential. Studies of Anki usage patterns suggest that a significant portion of users stick with default settings — and the defaults are not always optimal. FSRS only works well when trained on sufficient review data (at least 1,000 reviews), which means new users are essentially running on an untrained model.

Our take

We built LeitnerBox because we believe the original Leitner system is underrated. In a world obsessed with algorithmic optimization, there's something radical about a method that's fully transparent, requires zero configuration, and has worked reliably for over 50 years.

Anki is a powerful tool. We respect it. For extreme-scale use cases like medical school, it's hard to beat. But for the vast majority of learners — language students, exam preppers, professionals upskilling, hobbyists memorizing poetry or history — the Leitner system delivers 95% of the benefit with 10% of the complexity.

The research backs this up. A 2019 meta-analysis in Psychological Bulletin found that the specific spacing schedule matters far less than the act of spacing itself. Whether you review a card at day 7 or day 9 has a trivial impact on retention. What matters is that you show up and review at all. And simple systems make showing up easy.

The best flashcard system is the one you use every day. For most people, that's the simplest one available. The Leitner system has survived five decades not because it's mathematically optimal, but because it's humanly optimal. It fits in your head, it works without Wi-Fi, and it never asks you to calibrate an ease factor.

If you've been intimidated by Anki's learning curve, or if you tried it and bounced off the settings screen — give the Leitner system a chance. You might find that less algorithm means more learning.

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