Agentifact assessment — independently scored, not sponsored. Last verified Mar 6, 2026.
Turbopuffer
Production-grade serverless vector DB with excellent performance and reliability for AI retrieval, though lacking native agent tool calling.
Solid choice for most workflows
You need scalable, cost-effective vector storage for RAG and semantic search in production AI apps without RAM-busting expenses.
Sub-10ms warm queries, 200-500ms cold hits (auto-caches), excels at high-write batch workloads but high write latency (100-200ms).
You're building hybrid search (vector + full-text + filters) that must handle billions of vectors without per-namespace blowups.
90-100% recall@10, 1k+ QPS per namespace limit but unlimited global; smaller dims/f16 faster, cold latency trade-off for cost.
Cold Query Slowness
Uncached queries from object storage take 200-500ms; fine for RAG/search but not high-tx real-time apps.
High Write Latency
Writes hit object storage first (100-200ms p50); built for high-throughput batches, not low-latency transactions.
Namespace Limits
500M docs/2TB per namespace, 10k writes/s cap—split data into small namespaces or hit throttles; global scale unlimited.
Trust Breakdown
What It Actually Does
A database service that stores and retrieves numerical representations of data, letting AI applications quickly find relevant information without managing infrastructure. It's designed for production use but doesn't handle direct function calling.
Production-grade serverless vector DB with excellent performance and reliability for AI retrieval, though lacking native agent tool calling.
Fit Assessment
Best for
- ✓database-query
- ✓knowledge-retrieval
- ✓memory-storage
Not ideal for
- ✗queried_bytes billing based on full namespace size causing unexpectedly high costs at scale
- ✗post-delete consistency delay of ~1 hour
Connection Patterns
Blueprints that include this tool:
Known Failure Modes
- queried_bytes billing based on full namespace size causing unexpectedly high costs at scale
- post-delete consistency delay of ~1 hour
Score Breakdown
Protocol Support
Capabilities
Governance
- permission-scoping
- rate-limiting
- audit-log