Can 2000 MTT Samples Prove You're a Winner? Reddit Player Seeks Answers
A Reddit user started at $1-$5 micro-stakes MTTs on GG Poker, won a big prize and moved up to $10-$55 levels, accumulating a sample of about 2000 tournaments. He wonders if these data can prove he is a consistent winner or just lucky. This article analyzes the limitations of MTT sample size, the impact of variance, and more reliable metrics to determine winners.
A Reddit user shared their poker experience in the r/poker subreddit: They started on GG Poker at micro stakes ($1-$5) MTTs, beginning this March. After winning a significant prize (amount undisclosed), they moved up to $10-$55 MTTs. They currently have a sample of about 2000 tournaments, mostly hyper turbos, but with evening sessions that don't have huge field sizes.
Their core question is: Is this sample size sufficient to determine whether they are a consistent winner at this level or just experiencing a downswing?
General Consensus on Sample Size
In Texas Hold'em, especially MTTs (multi-table tournaments), 2000 tournaments is not a reliable sample. Due to the "ratchet" structure of MTT payouts — where most of the prize money is concentrated in a few large finishes — variance is extremely high. Even professional players can experience significant swings over thousands of tournaments. Generally, ROI (return on investment) in MTTs requires at least 10,000 to 30,000 tournaments to stabilize. For hyper turbos, with their fast blind structures and higher variance, even larger sample sizes are needed.
How to Evaluate Yourself More Accurately?
- Focus on long-term ROI: Simply looking at win rate or prize curves is insufficient. Use third-party tracking software (e.g., Hold'em Manager, PokerTracker) to record every tournament's buy-in, prize, and key hands.
- Analyze marginal decisions: Even if profitable, review critical hands to confirm that your EV (expected value) decisions are +EV in the long run.
- Consider game type: In hyper turbos, pre-flop all-in frequencies are high, reducing the edge from skill and increasing variance. In deeper-stacked regular MTTs, skill differences are more pronounced.
Responses in the Original Post
Most replies advised the user not to rush into moving up stakes, but instead to accumulate at least 5,000 to 10,000 tournaments of data while studying ICM and bubble strategy. Some users pointed out that hyper turbos have a higher "luck" component, and a 2000-tournament sample is nearly impossible to distinguish between luck and skill.
Summary
For an amateur player, a 2000-MTT profit may be exciting, but it's not enough to prove you are a long-term winner. Stay humble, keep learning, and validate your skill level over a larger sample.