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Qdrant vs Zilliz: Which Database Management Is Better in 2026?

Compare pricing, features, integrations, verified reviews, AI capabilities, security, and customer satisfaction, side by side, with no marketing spin.

Leads 4/9
Rating
,
Reviews
0
From
Free

in Database Management

Rating
,
Reviews
0
From
Custom

in Database Management

The Short Answer

Qdrant vs Zilliz, in 15 seconds

Choose Qdrant if…

  • You want the lower entry price
  • You need a genuinely free plan
  • You have strict security & compliance needs

Choose Zilliz if…

  • You prefer Zilliz's approach and ecosystem

Head-to-Head Scorecard

How Qdrant and Zilliz score

Qdrant leads on 4 of 9 measured dimensions.

  • Customer Rating

    Average score from verified user reviews

    Even
    Qdrant
    No reviews
    Zilliz
    No reviews
  • Review Volume

    Number of verified reviews, a proxy for adoption

    Even
    Qdrant
    0
    Zilliz
    0
  • Entry Pricing

    Lowest published starting price (free plan = lowest)

    Qdrant
    Qdrant
    Free
    Zilliz
    Custom
  • Free Access

    Availability of a free plan and/or free trial

    Qdrant
    Qdrant
    Free plan + trial
    Zilliz
    Free trial
  • Integrations

    Number of listed third-party integrations

    Even
    Qdrant
    6
    Zilliz
    6
  • Features

    Number of listed product capabilities

    Even
    Qdrant
    0
    Zilliz
    0
  • AI Features

    Capabilities mentioning AI, automation or ML

    Even
    Qdrant
    ,
    Zilliz
    ,
  • Security & Compliance

    Number of listed compliance certifications

    Qdrant
    Qdrant
    3
    Zilliz
    2
  • Platforms & Deployment

    Supported platforms and deployment options

    Qdrant
    Qdrant
    7
    Zilliz
    4

Feature Comparison

Qdrant vs Zilliz feature breakdown

Search or filter the full feature matrix, core features, AI, integrations, APIs, security and compliance.

Qdrant
Zilliz
Overview
User rating
,
,
Pricing model
FREEMIUM
Quote-based
Starting price
Free
Custom
Free version
Free trial
Features
Key capabilities
,
,
AI features
,
,
Integrations & API
Integrations
LangChainLlamaIndexHugging FaceOpenAIKubernetesHaystack
PythonOpenAILangChainAWSKubernetesAPIs
Public API
Platforms
Deployment
CloudSelf-HostedOn-Premise
CloudSaaS
Platforms
WebAPILinuxDocker
WebAPI
Mobile support
Security & Compliance
Compliance
SOC 2GDPRHIPAA
SOC 2GDPR
Vendor
Company
,
,
Verified
Founded
2021
2017
Headquarters
Berlin, Germany
Redwood City, California, USA

Pricing Comparison

Qdrant vs Zilliz pricing

Entry pricing, plan tiers and the cost factors that shape total cost of ownership.

Qdrant

Free to start
FreeFree
  • Community support
  • Filtered vector search
  • 1GB managed cluster
  • Client libraries
Cloud,
  • Priority support
  • Backups and monitoring
  • Hybrid cloud and BYOC
  • High availability

Zilliz

Custom to start
ProfessionalCustom
  • Integrations
  • billion-scale similarity search
  • Standard support
  • Analytics and reporting
EnterpriseCustom
  • Advanced security and controls
  • RAG and recommendation
  • Dedicated support and onboarding
  • hybrid search

Total cost of ownership factors

Free planQdrant Zilliz
Free trial to evaluateQdrant Zilliz
Transparent published pricingQdrant Zilliz
Public API (build vs. buy add-ons)Qdrant Zilliz

Beyond list price, factor in implementation, training, add-ons and per-seat scaling when estimating total cost of ownership.

Pros & Cons

Qdrant vs Zilliz: strengths and trade-offs

Qdrant

Pros

  • Free plan available
  • Free trial offered
  • Compliance: SOC 2, GDPR, HIPAA
  • Public API available

Cons

    Zilliz

    Pros

    • Free trial offered
    • Compliance: SOC 2, GDPR
    • Public API available

    Cons

    • No free plan
    • Pricing is quote-based (less transparent)

    Buyer Fit

    Who should use Qdrant vs Zilliz?

    Startups

    Qdrant

    Qdrant keeps early-stage costs lowest with its entry tier.

    Small businesses

    Qdrant

    Qdrant offers the most accessible pricing for lean teams.

    Agencies

    Either

    Either connects to more tools for multi-client workflows.

    Enterprises

    Qdrant

    Qdrant leads on compliance and breadth for complex needs.

    Ecommerce

    Either

    Either integrates with more of the commerce stack.

    SaaS companies

    Either

    Either is the more developer- and automation-friendly choice.

    Integration overlap

    Shared integrations (3)

    LangChainOpenAIKubernetes

    Only in Qdrant (3)

    LlamaIndexHugging FaceHaystack

    Only in Zilliz (3)

    PythonAWSAPIs

    Keep Exploring

    Other alternatives worth considering

    Similar database management products buyers compare alongside Qdrant and Zilliz.

    Ask SIA which solution fits your business

    SIA, Saaskart's AI buying assistant, weighs Qdrant and Zilliz against your team size, budget, integrations and compliance needs, then recommends the right fit and the questions to ask each vendor.

    Get a personalised recommendation

    Qdrant vs Zilliz, Frequently Asked Questions

    What is the difference between Qdrant and Zilliz?

    Qdrant and Zilliz are both Database Management solutions. Qdrant is rated 0.0/5 by 0 users, while Zilliz is rated 0.0/5 by 0 users. The main differences lie in pricing, features, and target audience.

    Which is better, Qdrant or Zilliz?

    Based on user ratings, Qdrant scores higher at 0.0/5. The best choice depends on your team size, budget, and specific requirements.

    Which is cheaper, Qdrant or Zilliz?

    Qdrant is the more affordable option with a free plan available.

    Does Qdrant or Zilliz have a free plan?

    Qdrant offers a free plan. Zilliz does not have a free tier but does offer a free trial.

    Can I switch from Qdrant to Zilliz?

    Switching between Qdrant and Zilliz is possible. Both support data export. Check integration compatibility and plan for data migration to minimise disruption to your team.

    Who should use Qdrant vs Zilliz?

    Qdrant is best suited for teams that prioritise enterprise features. Zilliz works well for teams needing advanced capabilities.

    Our Verdict

    The bottom line on Qdrant vs Zilliz

    Best Overall

    Either

    It's a tie balances user satisfaction and proven adoption.

    Best for Startups

    Qdrant

    Qdrant has the friendliest entry point for new teams.

    Best for Enterprise

    Qdrant

    Qdrant leads on compliance and feature breadth.

    Best Value

    Qdrant

    Qdrant delivers the lowest cost to get started.

    Best AI Features

    Either

    Comparable AI capabilities on both sides.

    Highest Rated

    Either

    Both earn equal user ratings.

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