Turbopuffer vs Qdrant
Agent-native side-by-side. Scores are curated estimates on a 0–10 scale. Lock-in: higher = worse. Prefer JTBD picks via /api/decide when choosing for a job.
| Dimension | Turbopuffer | Qdrant |
|---|---|---|
| Overall | 8.2 | 8.6 |
| Capability fit | 8.6 | 9.2 |
| Price / performance | 9.4 | 8.8 |
| Latency / reliability | 8.2 | 8.6 |
| Developer & agent DX | 8.5 | 8.4 |
| Privacy / data retention | 7.8 | 8.2 |
| Lock-in risk (higher = worse) | 4.5 | 3.0 |
| Maturity / track record | 7.0 | 8.5 |
| Pricing | As of 2026-10-24 (turbopuffer.com/pricing, fetched 2026-10-24): Usage-based with plan minimums: launch '$16/month minimum usage', scale '$256/month minimum usage', enterprise '>= $4,096/month' with '35% usage premium'. '… | Rust engine; open-source + Qdrant Cloud; excellent filtered ANN; competitive cloud pricing. |
| Tagline | When your vector bill scares you and much of the corpus is cold, Turbopuffer is the interesting answer. | Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave. |
Turbopuffer
When your vector bill scares you and much of the corpus is cold, Turbopuffer is the interesting answer. Strengths: Excellent cost for large-scale / cold-heavy retrieval; Modern architecture for agent memory at scale; Simple operational model.
Strengths
- Excellent cost for large-scale / cold-heavy retrieval
- Modern architecture for agent memory at scale
- Simple operational model
Weaknesses
- Younger than Pinecone/Weaviate
- Feature set narrower for fancy hybrid modules
- Less community content
Qdrant
Depot pick for serious vector workloads with filters. Self-host or Cloud — either way you can leave. Strengths: Top filtered-search performance; Great self-host story; Cloud option without giving up OSS.
Strengths
- Top filtered-search performance
- Great self-host story
- Cloud option without giving up OSS
Weaknesses
- Ecosystem slightly smaller than Pinecone mindshare
- Need to tune HNSW for best results
- UI/ops polish varying by tier
More pairs: anthropic-vs-openai · openai-vs-google-ai · groq-vs-fireworks · fireworks-vs-together · qdrant-vs-pinecone · pinecone-vs-supabase-pgvector · e2b-vs-modal · browserbase-vs-firecrawl