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Does running it twice really cut down variance?

Running It Twice | The Controversial Debate on Variance Reduction

By

Isabella Martinez

Apr 29, 2026, 07:44 PM

Edited By

Maria Garcia

Updated

Apr 30, 2026, 10:27 AM

2 minutes reading time

A pair of dice rolled twice, highlighting the concept of variance reduction in games.
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A persistent debate about running it twice in poker is gaining steam on forums, with reactions split between players who believe it can significantly lower variance and those who argue it merely spreads risk without affecting outcomes. Sources confirm players' contrasting views reflect a deep struggle to fully understand variance in gambling.

Fresh Opinions and Insights

The discussion isn't dying down, as newer comments reveal more about the intricacies of variance. One comment insists, "Running it multiple times reduces it linearly," suggesting a more analytical take on the mathematical basis behind the strategy. However, others counter this by stating, "Not exactly doubling the number of hands because these are no longer independent results." This highlights a key nuance many players grapple with.

The Math Behind Variance

Players are aware the math is complicated. As one participant noted, "Running it twice halves variance in simple models, but actual poker scenarios introduce complexities." This suggests that while players can expect some reduction in variance, it may not be as straightforward as simply halving it.

Contextual Factors in Play

Another vital point raised is context: "It depends on the number of cards to come and the hole cards." This reveals that the effectiveness of running it twice can depend largely on specific hand dynamics, emphasizing that situational factors play a role in variance reduction.

"Regardless of the street, running it twice does not change equity or EV. It only reduces variance." This reflects a consensus that while variance may minimize, the expected values remain constant.

Impacts on Gameplay Style

Interestingly, some believe that running it twice could influence gameplay dynamics. "Reduces the variance and keeps stacks more evenly distributed on the table," noted one. They observed that in capped buy-in games, this can lead to a lack of motivation for players to rebuy. This aligns with the sentiment that while it can promote looser play, it may also lead to stagnation at the table.

Key Insights Evolving from Discussions

  • โ—† The math is complex: Some argue running it twice leads to correlated results, impacting overall variance.

  • โ—‡ Situational dependency: Effectiveness varies based on specific hand situations, such as player holdings.

  • โšก Gameplay dynamics: Reduced variance can affect player strategies, leading to more conservative or aggressive play styles.

As debates continue throughout forums, players look for clarity on how variance interacts with the strategy of running it twice. Clearly, understanding variance remains a crucial component of successful poker gameplay. As more players engage in these discussions, we might see a shift in how running it twice is viewed in both casual and competitive environments.