kitio.aiMilvus vs Activeloop
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Milvus starts at See pricing page and Activeloop starts at See pricing page. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Distributed architecture
- Many index types
- GPU indexing
- Hybrid search
- Milvus Lite
- Vector and tensor storage
- GPU streaming for training
- Serverless Postgres interface
- Shared agent memory
- Continual learning pipeline
| Feature | Milvus | Activeloop |
|---|---|---|
| Best for | Open-source vector database built for billion-scale search | Deeplake GPU database and memory infrastructure for AI agents |
| Category | Models & APIs | Models & APIs |
| Pricing model | Freemium | Freemium |
| Starting price | See pricing page | See pricing page |
| Free plan | Yes | Yes |
| Made by | Zilliz | Activeloop |
| Based in | United States | United States |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
Milvus starts at See pricing page and Activeloop starts at See pricing page. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Milvus
- Scales to billions of vectors
- Wide index choice
- Managed option via Zilliz
- Complex to run distributed
- Many components to operate
- Overkill for small apps
Activeloop
- Stores embeddings and raw data together
- Feeds training jobs directly
- Used in production by large firms
- Pricing not shown in the evidence
- Newer products need a demo
- More complex than a plain vector store
Which one should you choose?
Choose Milvus if you want:
- Scales to billions of vectors
- Wide index choice
- Managed option via Zilliz
Watch out: complex to run distributed.
Choose Activeloop if you want:
- Stores embeddings and raw data together
- Feeds training jobs directly
- Used in production by large firms
Watch out: pricing not shown in the evidence.
Milvus vs Activeloop FAQ
What is the difference between Milvus and Activeloop?
Milvus: Open-source vector database built for billion-scale search. Activeloop: Deeplake GPU database and memory infrastructure for AI agents. Both are models & apis tools.
Is Milvus or Activeloop cheaper?
Milvus starts at See pricing page and Activeloop starts at See pricing page. Check both pricing pages for current plans.
Do Milvus and Activeloop have free plans?
Milvus: Yes. Activeloop: Yes.
Who makes Milvus?
Milvus is made by Zilliz, based in United States.
Who makes Activeloop?
Activeloop is made by Activeloop, based in United States.
Which should I choose, Milvus or Activeloop?
Choose Milvus if you value scales to billions of vectors and wide index choice. Choose Activeloop if you value stores embeddings and raw data together and feeds training jobs directly.