Prompt
Which on-chain data warehouse supports schema evolution and reorg handling for large event volumes?
Latest observation
Jul 22, 2026
OpenAI APIWeb search: off
A good fit is Substreams Sink / Substreams-based data warehouse workflows—especially when paired with warehouses like BigQuery, Snowflake, or ClickHouse.
Why it fits:
- Schema evolution: Substreams outputs structured, versioned data models that are easier to evolve over time.
- Reorg handling: It’s designed to handle blockchain reorganizations by replaying and correcting affected data.
- Large event volumes: It scales well for high-throughput on-chain event indexing and transformation.
If you mean a specific warehouse product, the common choices are:
- ClickHouse for very large, fast analytical workloads
- BigQuery for managed cloud analytics at scale
- Snowflake for enterprise analytics with flexible schema handling
If you want, I can recommend the best one based on your stack (EVM, Solana, Cosmos, etc.) and query patterns.