[Task]: Initial Benchmarking Suite

[xav-db]

Task Type

Infrastructure

Task Description

Initial Goals

• Show query latency comparison CRUD
• Show throughput comparison CRUD
  CRUD
  - point read, hops, basic filter, vector search
  - 1,000,000 CRUD ops
  - from 1/10/100/1000 clients
  - 1 QPR vs Batch QPR
• Basic Graph + Vector traversals
• Benchmarks against Neo4j + vector, Postgres + pgvector

Neo4j + it's embedded vector (graph vec)
Postgres + pg-vector (graph vec)
pg-vector (only vec)
QDrant (only vec)
Neo4j (only graph)

Priority

High

Additional Information

No response