Simor Consulting

Category: Benchmarking

Benchmarking Vector Databases: Performance, Cost & Ecosystem
Benchmarking Vector Databases: Performance, Cost & Ecosystem
14 Nov, 2025 | 05 Mins read

A RAG application that works perfectly with toy datasets grinds to a halt at production scale. The vector database that benchmarked beautifully with 10K vectors performs terribly at 10M. The one that