Rummy Comparison: One Deck or Two Decks for Practice?

A single-deck practice game and a two-deck game teach different lessons. With one deck, the supply of each card is constrained, so remembering visible cards can be valuable. With two decks, duplicate ranks and suits make some combinations easier to find, but the larger card pool creates more uncertainty. Neither setup is automatically better; choose according to the skill you want to develop.
Use one deck when you are learning the basic structure of a hand. The smaller pool makes sequences and sets easier to visualize, and you can concentrate on sorting, identifying a pure sequence, and releasing unconnected cards. It also encourages careful observation because a visible card may be less likely to appear again. Confirm the exact player count and deal size before comparing results, since house rules can alter the experience.
Use two decks when you want to practice flexibility. Duplicate cards create more possible routes and can test whether you cling to an attractive plan for too long. You may need to distinguish between a card that fits immediately and a duplicate that offers a different future. This makes two-deck practice useful after you understand the fundamentals, especially for reviewing route changes.
Keep the format constant within a comparison. Play several short blocks with one deck, then several with two, while tracking the same measures: turns needed to establish a legal structure, number of unresolved cards, and avoidable high-value holds. Do not judge the setups by wins alone because the probability landscape changes.
End by asking which mistakes each setup exposed. If one deck revealed weak card memory, include more observation drills. If two decks exposed overcommitment, practice ranking routes by flexibility. The best setup is the one that produces a clear next lesson, not the one that feels easiest.