Qdrant vs sqlite-vec
A side-by-side comparison of Qdrant and sqlite-vec, two Vector DB tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
At a glance
The honest brief
Qdrant
Rust single-binary you can self-host, with payload filtering strong enough that teams pick it for metadata-heavy search.
- Open source, written in Rust
- Self-host or managed cloud
- Strong payload/metadata filtering
- Predictable latency at scale
- More ops than fully-managed rivals
- Smaller ecosystem than Pinecone
- Advanced features lean on managed cloud
sqlite-vec
Embeds vector search inside the SQLite file itself, so RAG can run fully local — in the browser via WASM or on a Raspberry Pi — with no server.
- Zero dependencies, pure C
- Runs anywhere SQLite runs
- Bindings for Python, JS, Ruby, Go, Rust
- Local-first, no server needed
- MIT / Apache 2.0 licensed
- Exhaustive (brute-force) search, not ANN
- Not built for very large datasets
- Single-node, embedded only