Qdrant vs DataStax: Vector Databases Comparison (2026)

An independent side-by-side comparison of Qdrant and DataStax 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
Qdrant
1 / 1 probes
100%
Excellent
DataStax
Tracking…
No data yet
Perplexity
Qdrant
2 / 2 probes
100%
Excellent
DataStax
Tracking…
No data yet
Gemini
Qdrant
1 / 1 probes
100%
Excellent
DataStax
Tracking…
No data yet
Claude
Qdrant
1 / 1 probes
100%
Excellent
DataStax
Tracking…
No data yet
Copilot
Qdrant
0 / 1 probes
0%
Invisible
DataStax
Tracking…
No data yet
Scale:NoneLowFairStrongExcellent

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

Pricing

Qdrant
Starting price
—
Free tier
Yes
qdrant.tech ↗
DataStax
Starting price
—
Free tier
—
datastax.com ↗

Key Features

Qdrant
  • ✓Single Node Cluster
  • ✓0.5 vCPU / 1GB RAM / 4 GB Disk
  • ✓Dedicated Resources
  • ✓99.5% Uptime SLA
  • ✓Private VPC Links
  • ✓Backup & Disaster Recovery
  • ✓SSO
  • ✓Flexible Vertical and Horizontal Scaling
DataStax

Feature data is being indexed.

When to choose Qdrant

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

When to choose DataStax

Choose DataStax if your team prioritizes its strengths over Qdrant's. Full guidance populates as DataStax'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.

Qdrant

qdrant.tech

DataStax

datastax.com

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.

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