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Updated yesterday · Independent Analysis
Milvus / Zilliz Cloud vs Pinecone
Capability Overview
Milvus / Zilliz Cloudvs Pinecone
4.4G2-0.2 vs Pinecone
Only in Milvus / Zilliz Cloud
- ✦ Open Source (Apache 2.0)
- ✦ Distributed Architecture
- ✦ Billion-Scale Vectors
✓ Free plan5k+ users · est. 2017
Pineconevs Milvus / Zilliz Cloud
4.6G2+0.2 vs Milvus / Zilliz Cloud
Only in Pinecone
- ✦ Managed Vector Index
- ✦ Approximate Nearest Neighbor (ANN)
- ✦ Hybrid Search (Dense + Sparse)
✓ Free planFrom $50/mo10k+ users · est. 2019
Quick VerdictIndependent Analysis
Milvus / Zilliz Cloud and Pinecone 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 Pinecone
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.
Pinecone
Semantic Search Over 1 Billion Vectors Under 100ms
Pinecone's HNSW-based index returns approximate nearest neighbor results for 1B+ vector collections at under 100ms p99 latency, serving production semantic search without managing index infrastructure.
Scenario: Dynamic Schema and Partition Management
Milvus / Zilliz Cloud
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.
Pinecone
Multi-Tenant Namespaces for SaaS Data Isolation
Pinecone namespaces partition vector data per customer within a single index, enabling multi-tenant RAG applications without provisioning separate indexes for each customer.
Milvus / Zilliz Cloud Unique Strength
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.
→ Choose Milvus / Zilliz Cloud if this scenario applies to you. Pinecone doesn't offer a comparable solution.
Pinecone Unique Strength
Hybrid Search Combining Sparse and Dense Vectors
Pinecone's hybrid search runs dense embedding search and sparse keyword search simultaneously, improving recall for domain-specific queries where pure semantic search misses exact-match technical terms.
→ Choose Pinecone if this scenario applies to you. Milvus / Zilliz Cloud doesn't offer a comparable solution.
Pricing Comparison & PlansHigh· Verified Jun 28, 2026
Milvus / Zilliz Cloud Plans
Free tier available
Free
FreeBest for: Learning and personal projects
- ✓5 GB storage
- ✓2.5M vCUs per month included
- ✓Up to 5 collections
View on vendor site
Serverless
Contact SalesBest for: Prototypes and testing
- ✓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: Enterprise-grade compliance
- ✓All Enterprise features
- ✓HIPAA/GDPR compliance
View on vendor site
Pinecone Plans
Free tier available
Starter
FreeBest for: Trying out / small apps
- ✓Pinecone Database On-Demand
- ✓Pinecone Inference
- ✓Pinecone Assistant
- ✓Dense, Sparse, and Full-Text Indexes
- ✓Console Metrics
View on vendor site
MOST POPULARBuilder
$20/moBest for: Solo devs and small teams
- ✓Everything in Starter
- ✓Increased usage limits
- ✓Choose your cloud and region
- ✓Multiple projects and users
- ✓Prometheus and Datadog monitoring
View on vendor site
Standard
$50/moBest for: Production at any scale
- ✓Everything in Builder
- ✓Pay-as-you-go for Database On-Demand, Inference, and Assistant Usage
- ✓Choose your cloud and region
- ✓Dedicated Read Nodes (DRN)
- ✓Import from object storage
View on vendor site
Enterprise
$500/moBest for: Mission-critical production
- ✓Everything in Standard
- ✓99.95% Uptime SLA
- ✓Private Networking
- ✓Customer Managed Encryption Keys
- ✓Audit Logs
View on vendor site
Capability Breakdown
6 differences found across 14 standardized features
Feature
Milvus / Zilliz Cloud
Pinecone
Self-Hosted
✓
✗
Open Source
✓
✗
GPU Acceleration
✓
✗
Built-in Embedding
✗
✓
HNSW Index
✓
✗
Disk-based Index
✓
✗
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
Pinecone Features
- •Managed Vector Index
- •Approximate Nearest Neighbor (ANN)
- •Hybrid Search (Dense + Sparse)
- •Metadata Filtering
- •Namespaces (multi-tenancy)
- •Real-time Upserts
- •Python / Node.js SDKs
- •REST API
- •LangChain & LlamaIndex Integration
- •Serverless Architecture
- •High Availability
- •Automated Scaling
- •Data Import from S3
- •Batch Upserts
- •Index Stats
- •Access Controls
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
- +Easiest managed vector DB to get started with
- +Serverless: zero infrastructure management
- +Hybrid search improves RAG retrieval quality
- +Massive ecosystem integrations (LangChain, LlamaIndex)
Cons
- −One major issue I have noticed with Pinecone is that it does not allow me to search based on metadata.
- −From a cost perspective, I believe Pinecone is a bit expensive compared to other solutions such as FAISS and Milvus, which are fre
- −Pinecone is not open-source.
- −If Pinecone gave us RAG as a service, we'd be more than happy to use that.
- −I have not seen a specific outcome or metric of reduced costs since I started using Pinecone because it is very expensive compared
At a Glance
User Rating
4.4/5vs4.6/5
Milvus / Zilliz Cloud
Pinecone
▲
Starting Price
Free tiervs$50/mo
Milvus / Zilliz Cloud
Pinecone
▲
Feature Count
16 featuresvs16 features
Milvus / Zilliz Cloud
Pinecone
User Base
5vs10
Milvus / Zilliz Cloud
Pinecone
▲
Milvus / Zilliz Cloud · Price & Data SyncLast verified: June 28, 2026 · CE-DB-2026W23-E56FFD · ✓ Pricing updated May 30, 2026
Pinecone · Price & Data SyncLast verified: June 28, 2026 · CE-DB-2026W22-C93B3D · ✓ Pricing updated Jun 5, 2026
Recent Price History
Pinecone
Pinecone removed the "Builder" plan
Plan removed · Jun 5, 2026
Pinecone
Pinecone removed the "Free" plan
Plan removed · Jun 5, 2026
Pinecone
Pinecone added a new "Dedicated" plan (Custom pricing)
Plan added · Jun 5, 2026
Pinecone
Pinecone added a new "Starter" plan at $0/mo (Free)
Plan added · Jun 5, 2026
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
Pinecone
Pinecone updated "Enterprise" from Custom to $500/mo
Price change · May 30, 2026
Frequently Asked Questions
Related Comparisons
Milvus / Zilliz CloudFree plan
PineconeFree · from $50/moSources & Data Trail · Milvus / Zilliz Cloud
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-06-28)
- 2.Official Website·Official vendor website
- 3.G2·G2 verified reviews · 4.4/5 · 53 reviews
Sources & Data Trail · Pinecone
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-06-28)
- 2.Official Website·Official vendor website
- 3.G2·G2 verified reviews · 4.6/5 · 39 reviews
- 4.PeerSpot·PeerSpot enterprise peer reviews