The invention is directed to methods and gaming units for conducting a wagering game and an associated progressive jackpot. Players may win the wagering game, interim pattern awards and/or progressive jackpot awards by matching predetermined patterns with patterns formed on their unique game array with indicia matching selected indicia. The players may optionally participate and be eligible to win all or a portion of the progressive jackpot. In one embodiment, the player may be eligible for the progressive jackpot by wagering at least a minimum wager amount, and perhaps the maximum bet for the wagering game. In another embodiment, the player may affirmatively elect to be eligible for the progressive jackpot by placing a wager or fee in addition to a wager on the wagering game. Graphics corresponding to the progressive jackpot may be optionally displayed only to players eligible to win the progressive jackpot.