seniorRuby on Rails
How does Rails handle large-scale API pagination and data streaming?
Updated May 24, 2026
Short answer
Rails supports pagination via offset, keyset pagination, and streaming responses.
Deep explanation
Offset pagination becomes inefficient at scale due to large skips. Rails applications use keyset pagination (based on indexed columns) for performance. For massive datasets, streaming responses using enumerators or background exports are preferred. This reduces memory overhead and improves response time.
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