ClickHouse vs Snowflake
リアルタイム分析での比較
ClickHouseは大規模なデータの分析と探索をリアルタイムで処理するようにデザインされています。Snowflakeは長期的なレポート作成やアドホックデータ分析を効率的に実行するためのデータウェアハウスです。リアルタイム分析の処理ではClickHouseの方が高速かつコストも低く抑えられます。
リアルタイム分析におけるClickHouseとSnowflakeの比較について、ClickHouseが行ったベンチマーク調査を基に解説します。Snowflakeの増え続けるコストから解放され、ClickHouseでデータ戦略を一新しましょう。
2倍
クエリ速度
38%
圧縮効率
3-5倍
コスト削減
"With Snowflake, we were using the standard plan, small compute, which cost nearly six times more than ClickHouse Cloud. We got several seconds query time and no materialized views. With ClickHouse Cloud's production instance, we are getting sub-second query time along with materialized views. The decision to switch was a no-brainer for us.”
“Snowflake [was] too slow and costly for our needs. While it performs well for processing in-house data, it becomes quite expensive when handling real-time customer data within a product, which negatively impacts the product's unit economics.”
Executive summary
Overview
Our benchmark analysis demonstrates that ClickHouse Cloud outperforms Snowflake across the critical dimensions for real-time analytics: query latency and cost.
Objective
Reports from customers have indicated that migrating real-time analytics workloads from Snowflake to ClickHouse Cloud has not only increased query performance but also reduced expenses for their businesses. Thus, the objective of our benchmark analysis is to deeply understand and outline the differences and similarities between ClickHouse Cloud and Snowflake for real-time analytics. We compare the performance and cost of both systems.
Approach
We benchmark, in ClickHouse Cloud and Snowflake, a set of real-time analytics queries that are representative of many real-time data applications. The cost is recorded for running each benchmark test, considering data loading and storage. Finally, this expense analysis is projected and compared for a production environment and workload.
関連コンテンツ
ClickHouse は導入が簡単です
curl https://clickhouse.com/ | sh
