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Cortex vs VictoriaMetrics

Cortex: CNCF multi-tenant, horizontally scalable long-term storage for Prometheus metrics on object storage. VictoriaMetrics: Resource-frugal, Prometheus-compatible metrics database, run as a single binary or a sharded cluster.

key differences

  • Cortex is built for larger datasets (Multi-PB) than VictoriaMetrics (≤ 1 PB).

choose cortex for

  • +Internal metrics-as-a-service for many teams
  • +Long-term Prometheus storage on object storage
  • +Multi-tenant SaaS monitoring backends

best at · Observability, Time-series

choose victoriametrics for

  • +Long-term storage for Prometheus metrics
  • +Kubernetes monitoring with vmagent and the operator
  • +Consolidating Graphite, Influx and Prometheus metrics in one store
  • +High-rate IoT telemetry

best at · Observability, Time-series, IoT

overview
Primary model
Time-Series
Time-Series
Also supports
–
–
Type
Database engine
Database engine
Status
Active
Active
Developer
Cortex community (CNCF)
VictoriaMetrics Inc.
First release
2016
2018
Latest version
1.21.1 (Jun 5, 2026)
1.155.0 (Oct 26, 2026)
License
Open source (permissive)Apache License 2.0
Open source (permissive)Apache License 2.0
Free tier
✓
✓
popularity
WhichDB Score
7.2
26.8
Rank
#347
#109
GitHub stars
5.9K
17.9K
Stack Overflow questions
–
143
scale & guarantees
Comfortable data size
Massive (Multi-PB)
Large (≤ 1 PB)
Horizontal scaling
Native
Native
Multi-region
None
None
ACID
None
None
Consistency
Eventual
Eventual
Schema
Schemaless
Schemaless
Architecture
Distributed, Shared storage
Single node, Distributed, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
✓
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
–
AWS
capabilities
Transactions
—
—
Joins
—
—
Secondary indexes
—
—
Full-text search
—
—
Vector search
—
—
Geospatial
—
—
JSON
—
—
Change data capture
—
—
Triggers
—
—
Stored procedures
—
—
Materialized views
—
—
TTL / expiry
✓
✓
Pub/Sub
—
—
Columnar storage
—
—
In-memory
—
—
Durable persistence
✓
✓
Compression
✓
✓
Encryption at rest
—
—
Role-based access
—
—
Time travel
—
—
Branching
—
—
Online schema changes
—
—
Streaming ingest
✓
✓
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
PromQL
MetricsQL, PromQL
Client languages
–
–
Best for
Observability, Time-series
Observability, Time-series, IoT

Cortex vs VictoriaMetrics: FAQ

What is the difference between Cortex and VictoriaMetrics?

Cortex: CNCF multi-tenant, horizontally scalable long-term storage for Prometheus metrics on object storage. VictoriaMetrics: Resource-frugal, Prometheus-compatible metrics database, run as a single binary or a sharded cluster. Cortex is built for larger datasets (Multi-PB) than VictoriaMetrics (≤ 1 PB).

When should I choose Cortex over VictoriaMetrics?

Choose Cortex for internal metrics-as-a-service for many teams, long-term Prometheus storage on object storage and multi-tenant SaaS monitoring backends. Choose VictoriaMetrics for long-term storage for Prometheus metrics; kubernetes monitoring with vmagent and the operator; and consolidating Graphite, Influx and Prometheus metrics in one store.

Is Cortex or VictoriaMetrics more popular?

VictoriaMetrics ranks #109 on the WhichDB Score (26.8/100) and Cortex ranks #347 (7.2/100). Popularity is not fit: check the requirements that matter for your project.

Are Cortex and VictoriaMetrics open source?

Yes. Cortex is open source. License: Apache License 2.0. Yes. VictoriaMetrics is open source. License: Apache License 2.0.