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Cortex vs M3DB

Cortex: CNCF multi-tenant, horizontally scalable long-term storage for Prometheus metrics on object storage. M3DB: Uber-born distributed TSDB and aggregator for Prometheus-scale metrics with tunable replication.

key differences

  • These two are very similar on paper. Compare ecosystems, pricing and team familiarity.

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 m3db for

  • +Very large Prometheus remote-write backends
  • +Migrating Graphite at scale to PromQL
  • +Multi-resolution metrics retention

best at · Observability, Time-series

overview
Primary model
Time-Series
Time-Series
Also supports
–
–
Type
Database engine
Database engine
Status
Active
Active
Developer
Cortex community (CNCF)
M3 project (Uber, Chronosphere)
First release
2016
2018
Latest version
1.21.1 (Jun 5, 2026)
1.6.0 (Sep 25, 2026)
License
Open source (permissive)Apache License 2.0
Open source (permissive)Apache License 2.0
Free tier
✓
✓
popularity
WhichDB Score
7.2
4.2
Rank
#347
#416
GitHub stars
5.9K
4.9K
Stack Overflow questions
–
–
scale & guarantees
Comfortable data size
Massive (Multi-PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
None
None
ACID
None
None
Consistency
Eventual
Tunable
Schema
Schemaless
Schemaless
Architecture
Distributed, Shared storage
Distributed, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
—
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
–
–
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
PromQL, Graphite, M3QL
Client languages
–
Go
Best for
Observability, Time-series
Observability, Time-series

Cortex vs M3DB: FAQ

What is the difference between Cortex and M3DB?

Cortex: CNCF multi-tenant, horizontally scalable long-term storage for Prometheus metrics on object storage. M3DB: Uber-born distributed TSDB and aggregator for Prometheus-scale metrics with tunable replication.

When should I choose Cortex over M3DB?

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 M3DB for very large Prometheus remote-write backends, migrating Graphite at scale to PromQL and multi-resolution metrics retention.

Is Cortex or M3DB more popular?

Cortex ranks #347 on the WhichDB Score (7.2/100) and M3DB ranks #416 (4.2/100). Popularity is not fit: check the requirements that matter for your project.

Are Cortex and M3DB open source?

Yes. Cortex is open source. License: Apache License 2.0. Yes. M3DB is open source. License: Apache License 2.0.