Performance Benchmarks

Real-world performance comparisons between standard database storage and our HiFi Parquet system.

Freya Context Loading

When you ask Freya a question, she needs to load relevant context (past chats, memories, documents). Here is the latency breakdown:

Storage Footprint

Comparison of storage requirements for 1 million records:

• PostgreSQL: ~2.38 GB
• HiFi Parquet: ~176.5 MB

This massive reduction allows us to offer unlimited history on our Enterprise plans without passing on huge storage costs to you.