Head to head
Qdrant Cloud vs Supabase Vector (pgvector)
As a vector database API, Supabase Vector (pgvector) rates higher on the APIbenchmarks Index, 85.2 to 82.1, a 3.1-point gap. Here is how they compare on each criterion.
Criterion by criterion
| Criterion | Qdrant Cloud | Supabase Vector (pgvector) |
|---|---|---|
| Documentation & DX | ||
| Reliability | ||
| Ecosystem & SDKs | ||
| Accessibility | ||
| APIbenchmarks Index | 82.1 | 85.2 |
Specifications
| Qdrant Cloud | Supabase Vector (pgvector) | |
|---|---|---|
| Best for | High-performance open-source vector engine | Postgres-native embeddings, no separate service |
| Free tier | 1GB RAM / 4GB disk cluster (~1M vectors), no card | Free project: 500MB DB, pgvector included |
| Pricing | Resource-based (vCPU/RAM/disk) | Bundled in Postgres plan (storage-based) |
| Official SDKs | 8 languages | 7 languages |
Is Qdrant Cloud better than Supabase Vector (pgvector)?
On the APIbenchmarks Index, Supabase Vector (pgvector) rates higher (85.2 vs 82.1). It leads on the four weighted criteria, but price is reported separately, so the best choice still depends on your budget.