To get higher-star Memories (4- or 5-star Memories), you need to open an Epic or a Legendary Memory Pack as these packs have a higher chance of getting you a higher-level card. To learn more about the drop rates of different Memories from the packs, you can visit this article.
How can I get Memories of higher stars?
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