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How does it differ from the 1st party encryption[0]? I couldn't find any comparison in SQLCipher's readme.

The official SQLite Encryption Extension is not free (one-time $2000 + optional support) and do not allow re-distribute the source code.

SQLCipher has open-source communitiy edition.