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Would be interesting to see how SQLAlchemy 1.4.13+ compares when using the new asyncio support.
SQLAlchemy 1.4 was heavily revamped to support async/await, and the API was cleaned up too in preparation for release 2.0 which will drop Python 2.x support. Also perf optimizations, such as 30% speedup for small queries.
https://docs.sqlalchemy.org/en/14/orm/extensions/asyncio.html
https://docs.sqlalchemy.org/en/14/changelog/migration_14.html#change-3414
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