vioscale
Comparison

Infinity vs Zilliz Cloud

On the evidence we track, Zilliz Cloud leads this comparison with a composite score of 80/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Infinity full profile →Zilliz Cloud full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Infinity49
★Zilliz Cloud80
Score
Vioscale score
Infinity49 / 100low · 46%
Zilliz Cloud80 / 100medium · 73%
Pricing
Free tier
Infinity✓
Zilliz Cloud✓
Model
Infinityopen_source
Zilliz Cloudfreemium
Price level
Infinityfree
Zilliz Cloudfree
Transparent
Infinity–
Zilliz Cloud✓
Integrations
Count
Infinity–
Zilliz Cloud4
Security
Gdpr
Infinity–
Zilliz Cloud✓
Hipaa
Infinity–
Zilliz Cloud✓
Iso27001
Infinity–
Zilliz Cloud✓
Soc2
Infinity–
Zilliz Cloud✓
Vulnerabilities
Reliability
Sla pct
Infinity–
Zilliz Cloud99.95
Status page
Infinity–
Zilliz Cloud✓
Adoption
Dependent repos
Infinity0
Zilliz Cloud–
Github stars
Infinity4,683
Zilliz Cloud–
Activity
Commits last 30d
Infinity7
Zilliz Cloud–
Release
Cadence days
Infinity5
Zilliz Cloud–
History
Infinity20 items
Zilliz Cloud–
License
Spdx
InfinityApache-2.0
Zilliz Cloud–
Language
Primary
InfinityC++
Zilliz Cloud–
Market
Availability

Capabilities

Feature-by-feature on the axes that matter for vector databases. “-” means undocumented, not absent.

Deployment
Deployment
InfinitySelf-hosted
Zilliz CloudManaged
Serverless / consumption pricing
Infinity✗
Zilliz Cloud✓
Index
ANN index (HNSW / IVF / DiskANN / ScaNN / flat)
Infinity-
Zilliz Cloud-
Distance metrics (cosine / dot / Euclidean)
Infinityinner product
Zilliz Cloud-
Query
Metadata filtering
Infinity-
Zilliz CloudPost-filter
Hybrid search (dense + sparse fusion)
Infinity✓
Zilliz Cloud✓
Built-in BM25 / lexical
Infinity✓
Zilliz Cloud✓
Storage
Quantization
Infinity-
Zilliz Cloud-
On-disk vs in-memory
InfinityDisk-backed
Zilliz CloudTiered
Scale
Multi-tenancy (namespaces / collections / tenants)
Infinity✓
Zilliz Cloud✓
Horizontal scale
InfinitySingle-node
Zilliz CloudSharded / distributed
Consistency
Consistency
Infinity-
Zilliz Cloud-
Licensing
Licence class
InfinityPermissive OSS
Zilliz CloudProprietary
Classification
Purpose-built vs feature-of-parent
InfinityDedicated DBMS
Zilliz CloudDedicated DBMS

What each one is

The product in its own terms, so the numbers below have context.

Infinity

An AI-native database built for language model applications, offering rapid hybrid search across dense vectors, sparse vectors, tensors, and full-text data. It features a single-binary architecture deployable via Docker or binary without external dependencies, with a Python API for developer convenience.

Independently observed

Zilliz Cloud

Leader

Fully managed Vector Lakebase services designed for high reliability, performance, and cost efficiency at scale. Purpose-built for real-time serving, iterative discovery, and batch analytics at billion-scale.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Infinity

Open sourceFree tier
as of verify ↗

Zilliz Cloud

Leader
from $0/moSubscriptionFree tier30-day trial

Free tier available. Paid plans start from $197/month (Enterprise Dedicated) or usage-based pricing ($126/GB for Standard Dedicated).

  • FreeFree
    • Vector search
    • Up to 5 collections
  • StandardFrom $0/month (Serverless) or from $126/GB/month (Dedicated)
    • Fully managed vector databases with core APIs
    • Backup and restore
    • Basic monitoring
    • Data encryption in transit and at rest
  • EnterpriseFrom $197/month (Dedicated)
    • 99.95% uptime SLA
    • Audit logs
    • SSO (SAML 2.0)
    • Granular RBAC
    • Multi-replica and elastic scaling
    • +1 more
  • Business CriticalContact sales
    • Global cluster with high-level availability
    • Disaster recovery
    • CMEK and full-path in-transit encryption
    • HIPAA-eligible
    • Rapid incident response
  • BYOCContact sales
    • Deploy on your infrastructure of choice
    • High-level control and security
    • Same features and experience as SaaS Dedicated clusters
as of verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Infinity✗
Zilliz Cloud✓
macOS
Infinity✓
Zilliz Cloud✗
Windows
Infinity✓
Zilliz Cloud✗
Linux
Infinity✓
Zilliz Cloud✗
Deployment
Cloud / SaaS
Infinity✗
Zilliz Cloud✓
Self-hosted
Infinity✓
Zilliz Cloud✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

Infinity

Not documented yet.

Zilliz Cloud

Leader
4 total
  • AWS
  • Google Cloud
  • Azure
  • LangChain
Independently observed

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.