LanceDB vs Milvus: Vector Databases Comparison (2026)

An independent side-by-side comparison of LanceDB and Milvus for vector databases buyers — pricing, features, integrations, and how often each is cited by major AI engines.

AI Citation Scorecard

How often each is cited by major AI engines when buyers ask vector databases questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.

Milvus leads overall — 100% cited vs LanceDB 0% across 12 probes.
ChatGPT
LanceDB
0 / 1 probes
0%
Invisible
MilvusLeads
1 / 1 probes
100%
Excellent
Perplexity
LanceDB
0 / 2 probes
0%
Invisible
MilvusLeads
2 / 2 probes
100%
Excellent
Gemini
LanceDB
0 / 1 probes
0%
Invisible
MilvusLeads
1 / 1 probes
100%
Excellent
Claude
LanceDB
0 / 1 probes
0%
Invisible
MilvusLeads
1 / 1 probes
100%
Excellent
Copilot
LanceDB
0 / 1 probes
0%
Invisible
MilvusLeads
1 / 1 probes
100%
Excellent
Scale:NoneLowFairStrongExcellent

Probes run hourly; each (engine × query) combo retests every ~3 days.

Pricing

LanceDB
Starting price
$779/month
Free tier
—
lancedb.com ↗
Milvus
Starting price
—
Free tier
—
milvus.io ↗

Key Features

LanceDB
  • ✓Multimodal Lakehouse platform
  • ✓Flexible data evolution features
  • ✓Supports distributed vector search
  • ✓Native SQL for retrieval
Milvus

Feature data is being indexed.

When to choose LanceDB

Choose LanceDB if your team prioritizes its strengths over Milvus's. Full guidance populates as LanceDB's feature data is indexed.

When to choose Milvus

Choose Milvus if your team prioritizes its strengths over LanceDB's. Full guidance populates as Milvus's feature data is indexed.

AI visibility profiles

Is one of these your brand?

Get the full report by email: every vector databases buyer question we ask, which engines name you, and who gets named instead.

LanceDB

lancedb.com

Milvus

milvus.io

Free check

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We ask the buyer questions in this market across ChatGPT, Claude, Gemini, Perplexity and Copilot, and show you who gets named.

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