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Quiz Entry - updated: 2026.07.02

FSRS vs SM-2 — how much better is it, and why?

On the open-spaced-repetition benchmark (hundreds of millions of real Anki reviews) FSRS predicts recall far more accurately — roughly ±5% error vs SM-2's ±16% — which cashes out as about 20–30% fewer reviews for the same 90% retention.

Why it wins:

  • it models forgetting instead of using one mechanical multiplier,
  • it tracks difficulty separately from stability (no single "ease factor" to corrupt),
  • it handles missed or early reviews gracefully instead of resetting the card, and
  • it lets you dial retention explicitly to trade time against forgetting.

Same effort budget, more remembered — or same retention, less time. That's the practical difference.

From Quiz: LEARN / Spaced Repetition & the Algorithms | Updated: Jul 02, 2026