Zilliz (Milvus) review

The go-to for massive-scale, enterprise deployments based on open-source Milvus.

Top 11 rank

#3 of 11

Score

9/9.4

Pricing

$$$ (Free to custom/enterprise)

HQ

Redwood City, USA

Verdict

Zilliz provides the best enterprise-grade managed service for Milvus, offering extreme scalability and performance for organizations handling billions of vectors.

What customers praise

Its architecture is designed for distributed systems from the ground up, allowing for independent scaling of compute and storage nodes.

What customers criticise

The complexity of its architecture and numerous configuration options can present a steeper learning curve compared to simpler solutions.

Best for

Enterprises needing a highly scalable and battle-tested vector database, built on the popular open-source Milvus project.

At a glance

  • Integrations: LangChain, LlamaIndex, OpenAI, Hugging Face, Apache Spark, Kubernetes
  • Compliance: SOC 2 Type II, ISO 27001
  • Regions served: AWS, GCP, Azure, On-premise
  • Typical onboarding: 1 day
  • Free tier: yes

Red flags

Public risk signals as of May 2026: none. No material public risk signals as of 2026-05-31. See the full red-flag report.

Alternatives

See alternatives to Zilliz (Milvus), or compare against the next-ranked entry: Zilliz (Milvus) vs Qdrant.

Source: Top 11 The 11 Best Vector Databases (2026), verified May 31, 2026 — no paid placement.