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Updated 1 week ago · Independent Analysis
Milvus / Zilliz Cloud vs Weaviate
Capability Overview
Milvus / Zilliz Cloudvs Weaviate
4.4G2-0.2 vs Weaviate
Only in Milvus / Zilliz Cloud
- ✦ Distributed Architecture
- ✦ Billion-Scale Vectors
- ✦ ANNS Algorithms (HNSW, IVF, DiskANN)
✓ Free plan5k+ users · est. 2017
Weaviatevs Milvus / Zilliz Cloud
4.6G2+0.2 vs Milvus / Zilliz Cloud
Only in Weaviate
- ✦ Hybrid Search (BM25 + Vector)
- ✦ Multimodal Support
- ✦ GraphQL API
✓ Free planFrom $45/mo5k+ users · est. 2019
Quick VerdictIndependent Analysis
Milvus / Zilliz Cloud and Weaviate are both Vector Databases tools. Compare features, pricing, and ratings below to find the best fit for your team.
When to Choose Milvus / Zilliz Cloud vs Weaviate
The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Scenario: Trillion-Scale Vector Search via Zilliz
Milvus / Zilliz Cloud
Trillion-Scale Vector Search via Zilliz Cloud
Milvus scales to trillions of vectors using hierarchical index structures with tiered storage, serving billion-scale collections that exceed single-machine memory limits via Zilliz Cloud managed deployment.
Weaviate
Schema-Enforced Filtered Vector Search on Metadata
Weaviate's structured schema enforces data types on vector objects, enabling filtered vector search that combines nearest neighbor with exact property matches and reducing false positives in metadata-sensitive retrieval.
Scenario: GPU-Accelerated Index Building for Large
Milvus / Zilliz Cloud
GPU-Accelerated Index Building for Large Collections
Milvus GPU indexing builds IVFPQ indexes on billion-vector collections 10x faster than CPU-only builds, reducing the time from ingestion to searchable index for large-scale embedding pipelines.
Weaviate
Multi-Modal Search Across Text and Images in One Index
Weaviate's multi2vec module indexes text and image objects in the same collection, enabling cross-modal search where a text query returns images and vice versa without separate pipelines.
Milvus / Zilliz Cloud Unique Strength
Dynamic Schema and Partition Management for Multi-Tenant Apps
Milvus partitions split a collection by tenant key, improving query isolation and allowing partition-level operations like load/release to balance memory usage across a shared cluster.
→ Choose Milvus / Zilliz Cloud if this scenario applies to you. Weaviate doesn't offer a comparable solution.
Weaviate Unique Strength
Generative Search: Retrieve and Generate in One Query
Weaviate's Generative Search module passes retrieved objects directly to an LLM within the same query, cutting latency by eliminating a separate LLM API call for RAG retrieval-generation pipelines.
→ Choose Weaviate if this scenario applies to you. Milvus / Zilliz Cloud doesn't offer a comparable solution.
Pricing Comparison & PlansHigh· Verified May 30, 2026
Milvus / Zilliz Cloud Plans
Free tier available
Free
FreeBest for: Ideal for testing, development, and small-scale projects
- ✓5 GB storage
- ✓2.5M vCUs per month included
- ✓Up to 5 collections
View on vendor site
Serverless
Contact SalesBest for: Suited for dynamic workloads where automatic scaling and cost efficiency are key
- ✓Zero-copy access to external data
- ✓On-demand query jobs and system-managed index builds
- ✓Pay only for active job runtime, with no always-on compute
- ✓Compute usage billed on a per-second basis
View on vendor site
Dedicated Standard
Contact SalesBest for: Designed for stable, production-grade applications requiring dedicated resources
- ✓Performance-optimized CU options (From $63 per million vectors / month)
- ✓Capacity-optimized CU options (From $16 per million vectors / month)
- ✓Tiered-storage CU options (From $5 per million vectors / month)
- ✓Persistent data storage ($0.025/GB)
- ✓Multi-Cloud (AWS, GCP, Azure)
View on vendor site
MOST POPULARDedicated Enterprise
Contact SalesBest for: large organizations needing robust performance, advanced security, and comprehensive support
- ✓RBAC and organization management
- ✓Multiple payment options
- ✓Prometheus metrics
- ✓99.9% monthly uptime availability
- ✓Data backups every 24 hours, retained for 7 days
View on vendor site
Dedicated Business Critical
Contact SalesBest for: For mission-critical applications demanding the highest levels of availability, performance, and compliance
- ✓All Enterprise features
- ✓HIPAA/GDPR compliance
View on vendor site
Weaviate Plans
Free tier available
Open-Source
Open SourceBest for: Good for self-hosting and full control over your vector database
- ✓Full feature access
- ✓Control over infrastructure
- ✓Self-hosted deployment
- ✓BSD-3 license
View on vendor site
MOST POPULARSandbox
FreeBest for: Ideal for testing and development without commitment
- ✓Managed cloud
- ✓Learning and prototyping
- ✓2,000 requests/day limit
- ✓14-day trial
View on vendor site
Flex
$45/moBest for: This is the entry-level paid plan, offering managed services for small to medium projects
- ✓Entry-level managed tier
- ✓Shared multi-tenant infrastructure
- ✓Pay-as-you-go pricing
- ✓99.5% SLA
- ✓Self-service scaling
View on vendor site
Premium
Contact SalesBest for: large-scale enterprise deployments requiring high performance, security, and custom solutions
- ✓Dedicated infrastructure
- ✓99.95% SLA
- ✓1-hour critical issue response
- ✓HIPAA BAA
- ✓ISO 27001:2022 compliance
View on vendor site
Bring Your Own Cloud (BYOC)
Contact SalesBest for: Offers deployment within your own cloud environment for maximum control and compliance
- ✓Weaviate manages database within your cloud
- ✓Integrates with AWS, GCP, Azure
- ✓Leverage native cloud services
- ✓Optimized performance and security
View on vendor site
Plus
$280/mobilled annually$3360/yr
Best for: Designed for growing applications needing more resources and dedicated support
- ✓Improved 99.9% SLA
- ✓4-hour critical issue response
- ✓Dedicated or shared infrastructure
- ✓SOC 2 Type II access
- ✓Production workloads
View on vendor site
Capability Breakdown
5 differences found across 14 standardized features
Feature
Milvus / Zilliz Cloud
Weaviate
Sparse Vectors
✓
✗
GPU Acceleration
✓
✗
Built-in Embedding
✗
✓
Disk-based Index
✓
✗
GraphQL API
✗
✓
Total (raw)
16
16
Milvus / Zilliz Cloud Features
- •Open Source (Apache 2.0)
- •Distributed Architecture
- •Billion-Scale Vectors
- •ANNS Algorithms (HNSW, IVF, DiskANN)
- •Hybrid Search
- •GPU Acceleration
- •Multi-vector Search
- •Sparse Vector Support
- •Metadata Filtering
- •Data Partitioning
- •Incremental Indexing
- •Python/Java/Go SDKs
- •Kubernetes Native
- •LangChain Integration
- •Time Travel (data versioning)
- •RBAC
Weaviate Features
- •Open Source (Apache 2.0)
- •Hybrid Search (BM25 + Vector)
- •Multimodal Support
- •GraphQL API
- •REST API
- •gRPC API
- •Built-in Vectorizers (OpenAI, Cohere, etc.)
- •Generative Search
- •Multi-tenancy
- •Modules Architecture
- •Kubernetes Deployment
- •Schema Management
- •Batch Import
- •Cross-References (Graph)
- •Python/JS/Go SDKs
- •LangChain Integration
Strengths & Limitations
Evaluative strengths and weaknesses: not feature lists
Pros
- +CNCF project: battle-tested for billion-scale workloads
- +GPU acceleration and DiskANN for cost-efficient large-scale search
- +Distributed architecture with independent storage/compute scaling
- +Multi-vector search supports complex AI use cases
Cons
- −Operational complexity: requires Kubernetes expertise for self-hosted
- −Overkill for small-scale RAG applications
Pros
- +Open source with managed cloud option gives deployment flexibility
- +Built-in vectorizers reduce pipeline complexity
- +Knowledge graph cross-references unique in category
- +Active community and excellent documentation
Cons
- −GraphQL API has steeper learning curve
- −Performance benchmarks trail Qdrant at very high scale
At a Glance
User Rating
4.4/5vs4.6/5
Milvus / Zilliz Cloud
Weaviate
▲
Starting Price
Free tiervs$45/mo
Milvus / Zilliz Cloud
Weaviate
▲
Feature Count
16 featuresvs16 features
Milvus / Zilliz Cloud
Weaviate
User Base
5vs5
Milvus / Zilliz Cloud
Weaviate
Milvus / Zilliz Cloud · Price & Data SyncLast verified: May 30, 2026 · CE-DB-2026W23-E56FFD · ✓ Pricing updated May 30, 2026
Weaviate · Price & Data SyncLast verified: May 28, 2026 · CE-DB-2026W21-4EB62C · ✓ Pricing updated May 28, 2026
Recent Price History
Milvus / Zilliz Cloud
Milvus / Zilliz Cloud removed the "Zilliz Cloud Serverless" plan
Plan removed · May 30, 2026
Milvus / Zilliz Cloud
Milvus / Zilliz Cloud added a new "Serverless" plan (Custom pricing)
Plan added · May 30, 2026
Milvus / Zilliz Cloud
Milvus / Zilliz Cloud added a new "Dedicated Standard" plan (Custom pricing)
Plan added · May 30, 2026
Milvus / Zilliz Cloud
Milvus / Zilliz Cloud removed the "Milvus Open Source" plan
Plan removed · May 30, 2026
Milvus / Zilliz Cloud
Milvus / Zilliz Cloud removed the "Zilliz Cloud Enterprise" plan
Plan removed · May 30, 2026
Weaviate
Weaviate added a new "Open-Source" plan at $0/mo (Free)
Plan added · May 28, 2026
Weaviate
Weaviate removed the "Enterprise Cloud" plan
Plan removed · May 28, 2026
Weaviate
Weaviate added a new "Sandbox" plan at $0/mo (Free)
Plan added · May 28, 2026
Weaviate
Weaviate added a new "Flex" plan at $45/mo
Plan added · May 28, 2026
Weaviate
Weaviate removed the "Open Source" plan
Plan removed · May 28, 2026
Frequently Asked Questions
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