Zilliz vs Qdrant: Which is Better in 2026?
Choosing between Zilliz and Qdrant comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Zilliz
Cloud vector database for similarity search
Best for you if:
- • You need data & databases features specifically
- • Zilliz is the company behind Milvus vector database with managed cloud
- • It provides enterprise vector search for AI applications
Qdrant
Vector database for similarity search
Best for you if:
- • You need vector databases features specifically
- • Qdrant is a vector database for AI similarity search applications
- • It stores and queries high-dimensional vectors with filtering support
| At a Glance |  Zilliz |  Qdrant |
|---|---|---|
Starts at | Free tier + paid plansFree tier available | Free tier + paid plansFree tier available |
Best For | Data & Databases | Vector Databases |
Rating | - | - |
Choose Zilliz or Qdrant?
Choose Zilliz if
Cloud vector database for similarity search
- Managed Milvus
- Good for vectors
- Active development
- Your work is data & databases-shaped, not vector databases-shaped
Choose Qdrant if
Vector database for similarity search
- Fast performance
- Rust-based
- Good filtering
- Your work is vector databases-shaped, not data & databases-shaped
| Feature | Zilliz | Qdrant |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| User Rating | ★4.7/5 64 reviews | ★4.5/5 12 reviews |
| Categories | Data & DatabasesCloud & Infrastructure | Vector DatabasesData & Databases |
In-Depth Analysis
Zilliz
Cloud vector database for similarity search
Strengths
- +Managed Milvus
- +Good for vectors
- +Active development
- +Good performance
- +Enterprise ready
Weaknesses
- -Expensive
- -Learning curve
- -Vendor lock-in
- -Feature gaps
- -Per-CU pricing
Key features
Qdrant
Vector database for similarity search
Strengths
- +Fast performance
- +Rust-based
- +Good filtering
- +Open source
- +Self-hostable
Weaknesses
- -Smaller community
- -Cloud newer
- -Documentation improving
- -Fewer integrations
- -Less known
Key features
Pricing: Zilliz vs Qdrant
| Plan | Zilliz | Qdrant |
|---|---|---|
| Tier 1 | N/A | Free Managed Cloud (Free) |
| Tier 2 | N/A | Managed Cloud (Paid) |
| Tier 3 | N/A | Hybrid Cloud |
| Tier 4 | N/A | Private Cloud |
Pricing verified from each vendor's public pricing page. Compare in detail on Zilliz pricing and Qdrant pricing.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Zilliz
Want the highest-rated option?
Neither has user reviews yet.
Go with: Zilliz
Value user reviews?
Neither has user reviews yet.
Go with: Qdrant
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Zilliz is a data & databases tool. Qdrant is in vector databases. Pick the category that matches your needs.
How important are ratings?
Neither has user reviews yet.
Key Takeaways
Qdrant
- Free tier available
- Our pick for this comparison
Zilliz
- Higher user rating: 4.7/5 vs 4.5/5
- Larger review base (64 reviews)
- Better fit for data & databases
The Bottom Line
Qdrant is our pick.
Frequently Asked Questions
Is Zilliz or Qdrant better?
Qdrant is rated in our evaluation. Both are freemium.
What are Zilliz and Qdrant used for?
Zilliz: Cloud vector database for similarity search. Qdrant: Vector database for similarity search.
What does Zilliz cost vs Qdrant?
Zilliz is freemium (free tier + paid plans). Qdrant is freemium (free tier + paid plans). Visit their websites for detailed pricing.