on-chain NFTs are NFTs that store the entire image and metadata on the blockchain, while off-chain NFTs are NFTs that store only the smart contract on the blockchain and the image and metadata on external services.

On-chain NFTs are more secure and verifiable, but also more expensive and limited in size. Off-chain NFTs are cheaper and more flexible, but also more vulnerable and dependent on external services.

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