The question that matters: “In what situation will I regret choosing A over B after 3 months?”
DuckDB Unique Strength
Ad-hoc Parquet Analysis
Query 50GB Parquet files on S3 directly from Python without ETL, returning results in seconds
→ Choose DuckDB if this scenario applies to you. MySQL doesn't offer a comparable solution.
DuckDB Unique Strength
Data Science Pipelines
Replace pandas aggregations with SQL-based DuckDB queries for 10-50x faster group-by operations
→ Choose DuckDB if this scenario applies to you. MySQL doesn't offer a comparable solution.
DuckDB Unique Strength
dbt Local Development
Run dbt models locally against DuckDB instead of cloud warehouses to cut development cycle time
→ Choose DuckDB if this scenario applies to you. MySQL doesn't offer a comparable solution.
DuckDB Unique Strength
Lakehouse Query Layer
Use DuckDB as a compute engine over Delta Lake or Iceberg tables without a dedicated cluster
→ Choose DuckDB if this scenario applies to you. MySQL doesn't offer a comparable solution.
MySQL Unique Strength
Read Replica Offloading for Reporting Queries
MySQL replication routes heavy analytical queries to a read replica, removing contention with write-heavy OLTP traffic and keeping application response times below 100ms during peak loads.
→ Choose MySQL if this scenario applies to you. DuckDB doesn't offer a comparable solution.
MySQL Unique Strength
InnoDB Full-Text Search for In-App Search Features
MySQL's InnoDB full-text index supports natural language and boolean search queries on text columns without a separate Elasticsearch deployment for basic in-app search needs.
→ Choose MySQL if this scenario applies to you. DuckDB doesn't offer a comparable solution.
MySQL Unique Strength
ProxySQL Connection Pooling Against Connection Storms
ProxySQL in front of MySQL pools thousands of application connections into tens of database connections, preventing connection exhaustion on deployments that scale web processes horizontally.
→ Choose MySQL if this scenario applies to you. DuckDB doesn't offer a comparable solution.