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Can a winning player lose for 1,000 hours?

Say you win 5 big blinds an hour in a really swingy cash game. After 1,000 hours, could you still be down? We put this exact spot into the PokerX Variance Simulator, and the answer is yes, far more often than most players expect. A long-term winner can look like a loser for a long time, and that's completely normal.

Here are the numbers from the simulation that matter most, and what they mean for you.

5 BB/hour in a swingy game: 1 in 5 runs are still losing after 1,000 hours

Simulation result: 21.5% chance of losing

The setup is a 5 BB/hour win rate with a standard deviation of 200 BB/hour (the "very high" preset) over 1,000 hours. The expected result is +5,000 BB, yet 21.5% of the simulated runs finish below zero. None of those runs played badly: with this much variance, 1,000 hours is simply too small a sample.

A typical downswing: over 5,000 big blinds

Simulation result: typical downswing of -5,367 BB

In the same setup, the typical worst stretch is -5,367 BB, more than 50 buy-ins of 100 BB. The unluckiest 5% of runs see -10,301 BB or worse. With a bankroll of 30 buy-ins, a perfectly normal downswing is enough to put you out of the game.

To be 95% sure you're a winner: about 6,000 hours

Simulation result: about 6,150 hours to be 95% sure

The simulator puts it at about 6,150 hours. At 20 hours a week, that's roughly six years. Until then, your results graph says more about luck than about skill.

20% ROI, 1,000-player fields: 1 in 3 still losing after 500 tournaments

Simulation result: 33.2% chance of losing

The expected result is +100 buy-ins, but 33.2% of runs are still behind after 500 tournaments. Tournament profits come from a few deep runs, so the swings are far bigger than in cash games.

Simulation result: 24 tournaments in a row without a cash

With an 18% cash rate, going 24 tournaments in a row without a cash is normal, and the unluckiest 5% go 37 or more. Next time you're on a long dry spell, don't start doubting yourself straight away.

What these numbers mean

Short-term results say very little about how well you play. Rather than staring at last month's graph, focus on the quality of your decisions, keep a bankroll that can absorb a downswing, and wait for a large sample before drawing conclusions. Every player's win rate and variance are different, so the best way to know yours is to run your own numbers.

Run your own win rate and variance, and see every result you could get.

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