TurboPuffer alternative. Production-ready vector search for enterprise teams.
Evaluating TurboPuffer as your vector db? LanceDB delivers proven enterprise scale with an open format, mature ecosystem. In production at Netflix, Uber, and Harvey.
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Tomorrow's AI is being built on LanceDB today
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Why teams switch
Compute-storage separation
Storage on object storage. Scale compute independently. Up to 100x savings vs RAM-bound systems.
One table, not six systems
Raw data, embeddings, and features together. No sync jobs. No drift.
Schema evolution without rebuilds
New embedding model? Add a column. No re-indexing, no data rewrites.
Full-text + hybrid search, native
Vector, full-text, and SQL queries in one system. True hybrid retrieval.
Comparison
Turbopuffer
LanceDB
Search
Vector search focused.
Native vector, full-text, and SQL hybrid search in one query.
Data model
Vector search focused.
Schema evolution - raw data, embeddings, and features in one table.
Best for
Early adopters comfortable with new tech.
Proven enterprise scale.
The Power of the Lance Format
Vector Search
- Fast scans and random access from the same table — no tradeoff
- Zero-copy access for high throughput without serialization overhead
Multi-Modal
- Raw data, embeddings, and metadata in one table — not pointers to blob storage
- No separate metadata store to keep in sync
Enterprise-Grade Requirements
Security
Granular RBAC, SSO integration, and VPC deployment options.
Governance
Data versioning and time-travel capabilities for auditability.
Support
Dedicated technical account management and guaranteed SLAs.
Talk to Engineering
Or try LanceDB OSS — same code, scales to Cloud.
Schedule a Technical Consultation