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Software Development · head to head

Zed vs Zilliz

Zed logo

Zed

Software Development

Code at the speed of thought

From
Free
Rated
-
Full reviewWebsite
Zilliz logo

Zilliz

Databases

Managed vector database and vector lakebase for AI applications

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Zed newer product with smaller ecosystem than established editors; Zilliz pricing structure not publicly disclosed, requires sales contact
  • They diverge on capability: Zed covers Real-time collaboration, Zilliz covers Vector indexing.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Zed and Zilliz actually diverge.

Attributes where Zed and Zilliz differ
AttributeZedZilliz
Pricing modelfreemiumcontact-sales
PlatformsmacOS, Linux, WindowsCloud, Self-hosted
CategorySoftware DevelopmentDatabases
Founded20232017

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Zed

  • Real-time collaboration
  • AI code completion
  • Lightning-fast performance
  • Rust-based architecture
  • Multi-language support
  • Integrated terminal
  • Git integration
  • Vim keybindings

Only in Zilliz

  • Vector indexing
  • Distributed architecture
  • SQL interface
  • Tensor support
  • Real-time search
  • Cloud-native
  • Open-source compatible

What people use each for

The jobs each tool is most often brought in to do.

Zed

  • Collaborative codingnot Zilliz
  • High-performance editingnot Zilliz
  • Real-time pair programmingnot Zilliz
  • Systems programmingnot Zilliz
  • Web developmentnot Zilliz

Zilliz

  • Build retrieval-augmented generation (RAG) systemsnot Zed
  • Implement semantic search over documentsnot Zed
  • Create multimodal search with text and imagesnot Zed
  • Power recommendation engines with vector similaritynot Zed
  • Enable similarity search on user embeddingsnot Zed

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Zed

  • Newer product with smaller ecosystem than established editors
  • Limited extensions and plugin marketplace compared to VSCode or Sublime Text

Zilliz

  • Pricing structure not publicly disclosed, requires sales contact
  • Operational complexity for self-hosted Milvus deployments
  • Learning curve for those unfamiliar with vector databases
  • Limited built-in analytics compared to some alternatives

Pricing, plan by plan

Zed

Free
  • FreeFree
    • Single-player editing
    • Local AI assistance
    • Fast performance
  • Plus$10/month
    • Multiplayer collaboration
    • Cloud AI assistance
    • Advanced features

Zilliz

Free

No published plan breakdown. See the Zilliz review.

Which should you pick?

Choose Zed if

  • You need real-time collaboration.
  • You want to start without paying.
  • You work on macOS, Linux, Windows.
  • You also want ai code completion.
Zed review

Choose Zilliz if

  • You need vector indexing.
  • You want to start without paying.
  • You work on Cloud, Self-hosted.
  • You also want distributed architecture.
Zilliz review

Questions people ask

Is Zed or Zilliz better?
Neither clearly leads. Zed starts at Free and Zilliz at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Zed or Zilliz?
Zed starts at Free and Zilliz at Free.
Does Zed or Zilliz run on more platforms?
Zed runs on macOS, Linux, Windows. Zilliz runs on Cloud, Self-hosted.
Can I use Zed for free?
Both have a free tier, so you can try either at no cost before committing.
What is Zed best used for?
Zed is most often used for collaborative coding, high-performance editing, real-time pair programming, systems programming. Of those, collaborative coding and high-performance editing are not what Zilliz is typically brought in for.
What can Zed do that Zilliz cannot?
Zed covers Real-time collaboration, AI code completion, Lightning-fast performance, Rust-based architecture. Zilliz covers Vector indexing, Distributed architecture, SQL interface, Tensor support.

Answered from the vendors’ own pages

Zed: What platforms does Zed support?

Zed is available for macOS, Linux, and Windows, providing cross-platform support for developers.

Source
Zilliz: What is the difference between Milvus and Zilliz Cloud?

Milvus is the open-source vector database that you can self-host. Zilliz Cloud is the fully managed service built on Milvus that removes operational overhead and handles scaling automatically.

Source
Zed: Is Zed free to use?

Yes. Zed is open-source software available free to download and use. The editor and GPUI framework are available under open-source licenses (GPL for editor, Apache/MIT for GPUI).

Source
Zilliz: How many vectors can Zilliz handle?

Milvus and Zilliz Cloud can store and search billions of vectors through their distributed architecture that separates storage and compute layers.

Source
Zed: What makes Zed fast compared to other editors?

Zed is written in Rust and uses GPU-accelerated rendering to achieve startup times under 500ms and keystroke latency below 2ms.

Source
Zilliz: Is Milvus open-source?

Yes, Milvus is open-source under the Apache License 2.0 and is part of the LF AI & Data Foundation.

Source
Zed: Does Zed support real-time collaboration?

Yes. Zed provides real-time collaborative editing and screen sharing capabilities, enabling multiple developers to work on the same code simultaneously.

Source
Zilliz: What pricing does Zilliz Cloud offer?

Zilliz Cloud pricing is not publicly listed and requires contacting their team to discuss your specific scale and use case requirements.

Source
Zed: What AI models does Zed support?

Zed supports multiple AI models and agents for agentic editing, enabling human-AI collaboration during development.

Source
Zed: When was Zed 1.0 released?

Zed 1.0 was officially released on April 29, 2026, marking the stable production release.

Source
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