{"id":"cmraquslz00mdijw922wf1hzt","slug":"clickhouse-vs-redshift)","title":"ClickHouse vs Amazon Redshift","shortAnswer":"ClickHouse is a columnar OLAP database optimized for sub-second queries on massive datasets with lower operational costs, while Redshift is AWS's managed data warehouse solution offering seamless AWS integration and enterprise support at higher pricing. ClickHouse excels in analytical performance per dollar; Redshift wins for organizations already invested in AWS infrastructure.","keyDifferences":[{"label":"Query Performance on 1B+ Row Datasets","winner":"a","entityAValue":"50-100ms (typical)","entityBValue":"200-500ms (typical)"},{"label":"Cost per TB/Month (On-Demand)","winner":"a","entityAValue":"$0.06-$0.12","entityBValue":"$1.50-$3.00"},{"label":"Deployment Model","winner":"tie","entityAValue":"Self-managed or managed service","entityBValue":"Fully managed (AWS only)"},{"label":"AWS Ecosystem Integration","winner":"b","entityAValue":"Limited (third-party tools required)","entityBValue":"Native (Glue, S3, Lambda, QuickSight)"},{"label":"Setup Time for Production Cluster","winner":"b","entityAValue":"2-4 weeks (self-managed) or 1 day (managed)","entityBValue":"15-30 minutes"},{"label":"Compression Ratio Typical","winner":"a","entityAValue":"10:1 to 20:1","entityBValue":"5:1 to 10:1"},{"label":"Enterprise SLA & Support","winner":"b","entityAValue":"Community-driven or 3rd-party vendors","entityBValue":"24/7 AWS support with SLA guarantee"}],"verdict":"Choose ClickHouse if you need maximum analytical query performance, operate at scale (100B+ rows), require cost-efficiency, and can manage infrastructure or use a specialized managed provider. Choose Redshift if you're already in the AWS ecosystem, need enterprise-grade SLAs, prefer turnkey deployment, and can justify the premium pricing for operational simplicity.","category":"software","entities":[{"id":"cmq89ywcs0005apisyzy0zbel","slug":"clickhouse","name":"ClickHouse","shortDesc":"High-performance open-source columnar OLAP database optimized for analytical queries on massive datasets","imageUrl":"https://upload.wikimedia.org/wikipedia/commons/thumb/0/0b/ClickHouse_Logo_220x220.svg/330px-ClickHouse_Logo_220x220.svg.png","entityType":"software","position":0,"pros":["Sub-second query latency on billion+ row datasets (50-100ms typical)","10-20x better storage compression than traditional warehouses (10:1 to 20:1 ratio)","15-25x lower cost per TB/month ($0.06-$0.12 vs $1.50-$3.00 for Redshift)","Handles 100K+ queries per second with minimal CPU overhead","Supports real-time data ingestion with automatic data deduplication"],"cons":["Requires deep technical expertise for self-managed deployment and optimization","Limited native integrations with BI tools (requires connectors for Tableau, Looker, QuickSight)","Smaller ecosystem and fewer managed service providers vs AWS Redshift"],"bestFor":"Data-intensive organizations, analytics startups, companies processing 100B+ events daily who can invest in DevOps"},{"id":"cmqj0utcl007n11k4835potsk","slug":"amazon-redshift","name":"Amazon Redshift","shortDesc":"AWS's fully managed data warehouse service with native cloud integration and enterprise-grade reliability","imageUrl":null,"entityType":"software","position":1,"pros":["Fully managed with 99.99% uptime SLA and 24/7 enterprise support","Native integration with AWS services (S3, Glue, Lambda, QuickSight, IAM)","Deployment and schema setup in under 30 minutes, zero DevOps overhead","Concurrency scaling handles 10K+ concurrent users without performance degradation","Automated backup, patching, and disaster recovery built-in"],"cons":["Cost is 15-25x higher per 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However, Redshift has no infrastructure management costs, while self-managed ClickHouse requires DevOps expertise. For a 100TB warehouse, Redshift costs ~$15,000/month vs ClickHouse at ~$900/month (self-managed) or ~$3,000/month with a managed provider."},{"question":"Is ClickHouse faster than Redshift?","answer":"Yes, ClickHouse is 4-10x faster on analytical queries. On billion-row datasets, ClickHouse delivers results in 50-100ms while Redshift takes 200-500ms. ClickHouse's columnar architecture and superior compression enable sub-second latency on scans that would take seconds in Redshift. However, Redshift's query optimizer performs better on complex joins across multiple large tables."},{"question":"Can I migrate from Redshift to ClickHouse?","answer":"Yes, but it requires effort. Both support SQL, but Redshift-specific functions (LAG, WINDOW, certain date functions) need rewriting. Data migration tools exist (AWS DMS, custom ETL), but expect 2-6 weeks for a 100TB+ warehouse. Query rewrites typically take 2-4 weeks. Reverse migration (ClickHouse to Redshift) is harder due to ClickHouse's more advanced features."},{"question":"Which requires less DevOps maintenance?","answer":"Redshift requires virtually zero DevOps—AWS handles patching, backups, scaling, and security. ClickHouse self-managed requires significant DevOps work (infrastructure provisioning, monitoring, failover, optimization). Managed ClickHouse services (Yandex Cloud, Altinity) reduce this to ~20% of self-managed effort, closing the gap considerably."},{"question":"Which is better for AWS environments?","answer":"Redshift is optimized for AWS with native integration to Glue, S3, Lambda, Athena, and QuickSight. ClickHouse requires additional connectors and middleware. If you're heavily invested in AWS and have no budget constraints, Redshift is faster to deploy. If cost is critical or you need maximum analytical performance, ClickHouse with managed service provider (e.g., Altinity on AWS) is viable."}],"relatedComparisons":[{"slug":"clickhouse-vs-redshift","title":"ClickHouse vs Amazon Redshift","category":"software"},{"slug":"snowflake-vs-clickhouse","title":"Snowflake vs ClickHouse","category":"software"},{"slug":"clickhouse-vs-duckdb","title":"ClickHouse vs DuckDB","category":"software"},{"slug":"clickhouse-vs-pinot","title":"ClickHouse vs Apache Pinot","category":"software"},{"slug":"clickhouse-vs-druid","title":"ClickHouse vs Druid","category":"software"},{"slug":"druid-vs-redshift","title":"Druid vs Amazon Redshift","category":"software"},{"slug":"pinot-vs-redshift","title":"Pinot vs Redshift","category":"software"},{"slug":"clickhouse-vs-bigquery","title":"ClickHouse vs BigQuery","category":"software"},{"slug":"redshift-vs-snowflake","title":"Redshift vs Snowflake","category":"software"},{"slug":"redshift-vs-snowflake)","title":"Redshift vs Snowflake","category":"software"},{"slug":"wordpress-vs-wix","title":"WordPress vs Wix","category":"software"},{"slug":"slack-vs-microsoft-teams","title":"Slack vs Microsoft Teams","category":"software"}],"relatedBlogPosts":[{"slug":"best-streaming-services-in-2026-top-picks-for-every-budget-interest","title":"Best Streaming Services in 2026: Top Picks for Every Budget & Interest","excerpt":"Navigating the crowded streaming landscape in 2026 can be overwhelming. 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