Seeds used to generate worlds sometimes differ between the Bedrock and Java editions ... in Minecraft typically have many secrets in such a small land formation and often include rare structures ...

You want cool biomes, epic villages, rare structures ... try generating custom seeds using tools like Minecraft’s Customized World options (Java Edition). Tweak terrain height, biome size, ...