Milvus vs Deep Lake: Vector Databases Comparison (2026)

An independent side-by-side comparison of Milvus and Deep Lake 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.

Too early to call — probes still building data.
ChatGPT
Milvus
1 / 1 probes
100%
Excellent
Deep Lake
Tracking…
No data yet
Perplexity
Milvus
2 / 2 probes
100%
Excellent
Deep Lake
Tracking…
No data yet
Gemini
Milvus
1 / 1 probes
100%
Excellent
Deep Lake
Tracking…
No data yet
Claude
Milvus
1 / 1 probes
100%
Excellent
Deep Lake
Tracking…
No data yet
Copilot
Milvus
1 / 1 probes
100%
Excellent
Deep Lake
Tracking…
No data yet
Scale:NoneLowFairStrongExcellent

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

Pricing

Milvus
Starting price
—
Free tier
—
milvus.io ↗
Deep Lake
Starting price
—
Free tier
—
activeloop.ai ↗

Key Features

Milvus

Feature data is being indexed.

Deep Lake

Feature data is being indexed.

When to choose Milvus

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

When to choose Deep Lake

Choose Deep Lake if your team prioritizes its strengths over Milvus's. Full guidance populates as Deep Lake'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.

Milvus

milvus.io

Deep Lake

activeloop.ai

Free check

Check any brand's AI visibility — free

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

More Vector Databases Comparisons