# Snowflake Data Ingestion: The Definitive Guide

DevFeed: [Snowflake Data Ingestion: The Definitive Guide](<https://devfeed.tech/articles/snowflake-data-ingestion-the-definitive-guide-82379.md>)

Original publisher: [Read original article](<https://estuary.dev/blog/snowflake-data-ingestion>)

Author: Dani Pálma

Published: 2024-06-03T10:23:52Z

Content type: tutorial

Language: en

Sources: [Estuary](<https://devfeed.tech/sources/estuary.md>)

Topics: [Snowflake streaming data architecture](<https://devfeed.tech/topics/snowflake-streaming-data-architecture.md>), [streaming data analytics](<https://devfeed.tech/topics/streaming-data-analytics.md>), [Event-Streaming](<https://devfeed.tech/topics/event-streaming.md>), [Data pipelines](<https://devfeed.tech/topics/data-pipelines.md>), [etl](<https://devfeed.tech/topics/etl.md>)

Tags: [amazon-s3](<https://devfeed.tech/tags/amazon-s3.md>), [article](<https://devfeed.tech/tags/article.md>), [cdc](<https://devfeed.tech/tags/cdc.md>), [data-ingestion](<https://devfeed.tech/tags/data-ingestion.md>), [guide](<https://devfeed.tech/tags/guide.md>), [real-time](<https://devfeed.tech/tags/real-time.md>), [snowflake](<https://devfeed.tech/tags/snowflake.md>), [tradeoffs](<https://devfeed.tech/tags/tradeoffs.md>)

## AI overview

A technical guide compares Snowflake data ingestion options, including bulk loads with COPY INTO, serverless ingestion with Snowpipe, and Kafka-based streaming. It discusses tradeoffs in cost, performance, latency, and workload fit, with implementation examples and recommendations for choosing an approach.

## Source excerpt

Your definitive guide to getting data into Snowflake. From batch to real-time, this article covers every option and details tradeoffs.