Milvus
Product status: Status not recorded
No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.
No status check date recorded
An Apache-licensed vector database with Lite, Standalone and Distributed deployments, supporting filtered, hybrid and full-text retrieval. No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.
Product preview
Decision notes
Official-document research
Based on the cited documentation. We did not use the product, purchase a plan, or run quality, speed or reliability tests in this review.
Consider it for
- Teams able to size and operate a retrieval database
Choose another approach if
- Assuming a database license includes hosted compute or model rights
Pricing and conditions
Documented terms
Apache-2.0 code has no software license fee. Compute, disks/object storage, networking, replication/backups, administrators and embedding/reranker inference remain separate. Zilliz Cloud is a separately contracted managed offering; its current prices, currency, tax, region, credits, minimums and overages were not verified. No benchmark-derived hardware or fixed query cost is claimed.
Pricing source read:
Pricing or terms sourceCode, model and service licensing
Apache-2.0 covers database code with license/notice and modification conditions, not trademarks, models, datasets or external embedding/reranker APIs. It does not transfer rights in indexed content or generated answers. Operators must establish input rights and configure authentication, storage, logs and backups. Training/retention and data residency depend on deployed integrations and any managed provider contract; a local database does not establish an entire RAG pipeline's no-training or zero-retention policy. Managed Zilliz Cloud permissions were not audited here.
Basis and limits of the recorded score
Original 4.6/5 retained; the original scoring worksheet and hands-on evidence are unavailable. This documentation review did not re-score the product.
Overview
Milvus organizes vectors and associated fields for retrieval applications, with ANN, filtering, multi-vector hybrid search, BM25 and reranking integrations. Lite, Standalone and Distributed target different operating environments.
The Apache-licensed database is distinct from Zilliz's managed service. Select data size, deployment and embedding/reranker dependencies without treating vendor throughput figures as measured results.
Sources
The factual claims in this review were read from the pages below. Each date is when an editor last opened the source, not when the product changed.
- Vendor documentation Checked 2026-10-15
- Vendor documentation Checked 2026-10-15
- Vendor documentation Checked 2026-10-15
Pros / Cons
Pros
- Several deployment modes
- Filtering and multiple retrieval methods
Cons
- Distributed operation needs infrastructure
- Model and managed-service contracts are separate
Who it's for
RAG retrieval stores
Similarity search over multimodal embeddings
Bottom line
Choose the deployment first and price infrastructure and model dependencies separately.
Key Features
Tags
Frequently asked questions
Is Milvus currently available?
No lifecycle review is recorded for this listing. Its inclusion in the directory does not confirm current availability; check the vendor before relying on it.
What is Milvus?
Milvus is a AI Platforms tool developed by Zilliz. An Apache-licensed vector database with Lite, Standalone and Distributed deployments, supporting filtered, hybrid and full-text retrieval.
What costs and terms should I check for Milvus?
Apache-2.0 code has no software license fee. Compute, disks/object storage, networking, replication/backups, administrators and embedding/reranker inference remain separate. Zilliz Cloud is a separately contracted managed offering; its current prices, currency, tax, region, credits, minimums and overages were not verified. No benchmark-derived hardware or fixed query cost is claimed.
Is Milvus open source?
Apache-2.0 covers database code with license/notice and modification conditions, not trademarks, models, datasets or external embedding/reranker APIs. It does not transfer rights in indexed content or generated answers. Operators must establish input rights and configure authentication, storage, logs and backups. Training/retention and data residency depend on deployed integrations and any managed provider contract; a local database does not establish an entire RAG pipeline's no-training or zero-retention policy. Managed Zilliz Cloud permissions were not audited here.
What are the best alternatives to Milvus?
Notable AI Platforms alternatives include Hugging Face, Replicate, Ollama. Browse all 138 tools in our AI Platforms category for a full overview.
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Basic Info
- Pricing
- Free
Apache-2.0 code has no software license fee. Compute, disks/object storage, networking, replication/backups, administrators and embedding/reranker inference remain separate. Zilliz Cloud is a separately contracted managed offering; its current prices, currency, tax, region, credits, minimums and overages were not verified. No benchmark-derived hardware or fixed query cost is claimed.
- Editorial score
- ★ 4.6 / 5 How we score
- Platforms
- CloudAPISelf-host
- Last verified
- Not recorded
