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    Poker HUD — Which Statistics Matter and How to Read Them

    A heads-up display overlays opponent statistics on the table. Used well it turns vague reads into evidence; used badly it produces confident nonsense from tiny samples. Most of the value comes from four or five numbers, not the forty a default layout can show.

    • VPIP and PFR describe how loose and how aggressive a player is
    • The gap between them reveals passive callers instantly
    • Three-bet percentage and fold-to-three-bet drive most preflop adjustments
    • Aggression frequency by street exposes one-and-done c-bettors
    • Small samples lie — treat under a few hundred hands as a hint only
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    The core statistics

    VPIP is how often a player voluntarily puts money in preflop; PFR is how often they raise. A tight-aggressive regular shows a modest VPIP with PFR close behind it. A large gap between the two is the signature of a calling station, and it is the single most exploitable pattern in low-stakes poker.

    Add three-bet percentage and fold-to-three-bet and you can construct a preflop plan against almost anyone. A player who three-bets rarely and folds to three-bets often can be attacked relentlessly, and no further statistics are required to know it.

    Sample size discipline

    Preflop statistics stabilise fastest because every hand contributes. Postflop statistics — river aggression, check-raise frequency — need far more hands, and acting on twenty of them is guessing with decoration.

    The practical rule is to weight a statistic by how often the situation occurs. Under a few hundred hands, trust VPIP and PFR loosely and ignore the rest.

    Rules, ethics and availability

    HUD permissions vary by platform. Some allow full tracking, some restrict it to hands you played, and some prohibit third-party overlays entirely, offering their own post-session analytics instead. Check the platform's rules before installing anything — using a prohibited tool risks the account.

    Where HUDs are restricted, post-session review of your own hand histories is legal everywhere and, for most players, more valuable than live statistics they were not using well anyway.

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