Studying a 1,000-card deck without burning out

A thousand-card deck sounds like a thousand cards of work every time you open the app. It isn't, and understanding why is the difference between using a big deck comfortably for a whole semester and abandoning it in week two because day one felt impossible.

The math that makes this work

A card only shows up when it's due, and due dates spread out over the interval ladder - 1 day, 2, 5, 7, 10, 14, 21, 30, 45, 60, 90. Once a deck has been running for even a few weeks, the cards you've been getting right are scattered across weeks and months out, not stacked on today. What's actually due on any given day is a small slice: new cards you haven't seen yet, plus whatever you're currently failing. A thousand-card deck at review number thirty might only have twenty or thirty cards due today - not because anything was skipped, but because the other 970 aren't due yet.

Where this breaks down, and how to avoid it

The failure mode isn't deck size - it's adding new cards faster than you're clearing the daily queue. Every new card starts at the bottom of the ladder and needs several correct reviews before it climbs to the point where it's not showing up constantly. Import all 1,000 cards at once and start reviewing all of them from day one, and you've effectively told the scheduler to treat the whole deck as new simultaneously - which does produce a genuinely large daily session, at least for the first couple of weeks.

The fix is pacing new-card introduction rather than reviewing the whole deck from day one: study a chapter or unit at a time, let those cards mature before adding the next chunk, or lean on a whole-class or whole-unit "study" mode that naturally introduces material in order rather than all at once.

What to expect as the deck matures

Early on, sessions are dominated by new material and feel like real work. A few weeks in, most of what's due is quick, high-confidence review of cards you already know, mixed with a handful of genuine trouble spots. That's the deck doing what it's supposed to: your time increasingly flows toward what you don't know, and away from what you've already got. A thousand cards isn't a thousand cards of daily effort - it's a thousand cards of coverage, maintained by a session that stays roughly the same size no matter how big the deck gets behind it.