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VecLabs vs the alternatives

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Feature comparison

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When to choose VecLabs

Choose VecLabs if:

• Latency matters - you need sub-5ms queries in production
• Cost matters - you’re storing millions of vectors
• Privacy matters - your vectors should be unreadable to the provider
• Auditability matters - you need proof of data integrity
• You’re building AI agents that need persistent, verifiable memory

Choose Pinecone if:

• You need metadata filtering today (VecLabs has it planned)
• You want a fully managed service with enterprise SLAs
• Your team has no interest in open-source infrastructure

Choose Qdrant if:

• You want open-source with mature metadata filtering
• You’re self-hosting and need advanced features
• You don’t need cryptographic proof

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A note on fairness

Pinecone and competitor numbers in this comparison are estimated from public benchmarks and documentation. VecLabs numbers are measured directly - methodology and reproduction steps in benchmarks/COMPARISON.md. Reach out if you find any inaccuracies.