The vector database that
evolves itself.
Stop tuning hyperparameters. EmergentDB discovers the fastest search strategy for your data automatically — 28× faster with 100% recall.
How it works
EmergentDB doesn't tune. It evolves.
No manual tuning. No configuration. Just faster results.
Insert
Batch insert vectors via REST API or TypeScript SDK. Any embedding source.
Evolve
EmergentDB discovers the optimal search strategy for your data automatically.
Search
Sub-millisecond latency. 100% recall. Tested at 10M vectors across all dimensions.
Get started
Three endpoints. That's it.
# Insert vectors$ curl -X POST api.emergentdb.com/my-tenant/vectors/insert \ -d '{"vectors": [[0.1, 0.2, ...]]}'{"ids": [0], "count": 1}# Search — sub-millisecond$ curl -X POST api.emergentdb.com/my-tenant/vectors/search \ -d '{"vector": [0.1, 0.2, ...], "k": 10}'{"ids": [42, 17, 99], "distances": [0.05, 0.12, 0.15], "latency_ms": 0.11}Performance
Measured, not marketed.
Same embeddings. Same queries. Apples-to-apples.
Batched mode. Also 2.5× faster than FAISS across 768D–3072D.
Nearly a billion vectors per second on a single machine.
100K vectors · Inner Product · Top-10 · Apple Silicon. ChromaDB at 10K (too slow for 100K). Full methodology →
Pricing
Flat pricing. No surprises.
One price, unlimited queries and writes. No per-query fees.
Community
Self-hosted, open source
- Unlimited vectors
- Unlimited queries & writes
- AGPL-3.0
- Community support
- Bolt-lite engine (bare-bones OSS core)
* 580K vec/s speeds are Bolt-only — the proprietary engine on managed plans.
View on GitHubLaunch
Managed cloud
$24/mo billed annually
- 500K vectors
- Unlimited queries & writes
- SOC 2 · GDPR
- 99.9% SLA
Scale
Dedicated resources
$66/mo billed annually
- 2.5M vectors
- Unlimited queries & writes
- Dedicated instance
- HIPAA-ready · 99.95% SLA
US, EU, Asia-Pacific. Data residency built in.
Write-ahead log. 10GB index reopens in microseconds.
ISO 27001, SOC 2 Type II, GDPR, HIPAA-ready.
Your vectors deserve better.
Self-host for free or deploy managed for $29/mo.