Performance Benchmark

Vector Database Comparison — Asteroid

Memory footprint, build time, and query throughput on SIFT-100K and SIFT-1M.

S1 Server

CPUIntel Core i9-13900K (24C/32T)
Max Freq5.8 GHz
Memory125 GB
OSUbuntu 22.04 · Linux 6.8

Triangle Server

CPU2× Xeon Silver 4314 (32C/64T)
Max Freq3.4 GHz
Memory503 GB
OSUbuntu 22.04 · Linux 5.19
Milvus HNSW
Qdrant Local
Weaviate
Elasticsearch
PgVector
Asteroid (ours)

Memory is the cost lever: a smaller footprint means lower infrastructure cost for large vector workloads. Try it in pilot.