Softwr

Databases · head to head

Cockroach Labs vs Materialize

Cockroach Labs logo

Cockroach Labs

Databases

The cloud-native distributed SQL database

From
Free
Rated
-
Full reviewWebsite
Materialize logo

Materialize

Databases

Live context layer for AI agents using real-time SQL transformations

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Cockroach Labs basic and Standard tiers limited to AWS and GCP (select regions only); Materialize community tier limited to 24GB memory, restricting production deployments
  • They diverge on capability: Cockroach Labs covers Distributed SQL, Materialize covers Real-time Data Ingestion.

Where they differ

Only the attributes on which Cockroach Labs and Materialize actually diverge.

Attributes where Cockroach Labs and Materialize differ
AttributeCockroach LabsMaterialize
Pricing modelfreemiumUsage-based compute credits with volume discounts for annual prepay
PlatformsAWS, GCP, AzureCloud, Self-Managed, Local
Founded20152019

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Databases).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Cockroach Labs

  • Distributed SQL
  • Automatic Sharding
  • Multi-region Replication
  • Geo-partitioning
  • ACID Transactions
  • Horizontal Scaling
  • Survivability
  • PostgreSQL Compatibility

Only in Materialize

  • Real-time Data Ingestion
  • SQL Transformations
  • Incremental Computation
  • Context Graph
  • Multiple Deployment Options
  • Agent Integration

What people use each for

The jobs each tool is most often brought in to do.

Cockroach Labs

  • Distributed SQL database for scalable applicationsnot Materialize
  • Multi-region deployment and failovernot Materialize

Materialize

  • Building AI agent context layers from operational databasesnot Cockroach Labs
  • Creating event-driven applications without message queue complexitynot Cockroach Labs
  • Powering real-time analytics dashboards for user-facing applicationsnot Cockroach Labs
  • Simplifying vector search indexing pipelinesnot Cockroach Labs

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Cockroach Labs

  • Basic and Standard tiers limited to AWS and GCP (select regions only)
  • Azure support restricted to Advanced tier only
  • Basic tier limited to 50 million RUs and 10 GiB storage per month
  • Advanced tier starts at $0.60/hour for 4 vCPUs minimum
  • 3 TiB maximum storage on Basic and Standard tiers, 10 TiB per node on Advanced

Materialize

  • Community tier limited to 24GB memory, restricting production deployments
  • Compute credit pricing requires predicting usage patterns
  • Learning SQL transformation models adds complexity vs pre-built solutions
  • Self-managed deployments require operational expertise

Pricing, plan by plan

Cockroach Labs

Free

No published plan breakdown. See the Cockroach Labs review.

Materialize

Free
  • CommunityFree
    • Free forever
    • Up to 24GB memory and 48GB disk
    • Community Slack support
  • Cloud On-Demand$1.5/compute-credit
    • Monthly billing
    • Pay-as-you-go
    • Chatbot and helpdesk support
  • Cloud Capacity$1.5/compute-credit
    • Annual prepaid pricing
    • Volume discounts available
    • Dedicated account team
  • Enterprise LicenseFree
    • Unlimited scale for production
    • Dedicated account team
    • Priority engineer support

Which should you pick?

Choose Cockroach Labs if

  • You need distributed sql.
  • You want to start without paying.
  • You work on AWS, GCP, Azure.
  • You also want automatic sharding.
Cockroach Labs review

Choose Materialize if

  • You need real-time data ingestion.
  • You want to start without paying.
  • You work on Cloud, Self-Managed, Local.
  • You also want sql transformations.
Materialize review

Questions people ask

Is Cockroach Labs or Materialize better?
Neither clearly leads. Cockroach Labs starts at Free and Materialize at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cockroach Labs or Materialize?
Cockroach Labs starts at Free and Materialize at Free.
Does Cockroach Labs or Materialize run on more platforms?
Cockroach Labs runs on AWS, GCP, Azure. Materialize runs on Cloud, Self-Managed, Local.
Can I use Cockroach Labs for free?
Both have a free tier, so you can try either at no cost before committing.
What is Cockroach Labs best used for?
Cockroach Labs is most often used for distributed sql database for scalable applications, multi-region deployment and failover. Of those, distributed sql database for scalable applications and multi-region deployment and failover are not what Materialize is typically brought in for.
What can Cockroach Labs do that Materialize cannot?
Cockroach Labs covers Distributed SQL, Automatic Sharding, Multi-region Replication, Geo-partitioning. Materialize covers Real-time Data Ingestion, SQL Transformations, Incremental Computation, Context Graph.

Answered from the vendors’ own pages

Cockroach Labs: What does the free Basic tier include?

The Basic tier is free and includes 50 million RUs and 10 GiB storage per month, with a maximum compute of 30K RU/sec. No credit card is required to start.

Source
Materialize: What is included in the free Community tier?

The Community tier is free forever for deployments up to 24GB memory and 48GB disk with community Slack support and self-service setup.

Source
Cockroach Labs: How much do the paid tiers cost?

Standard tier starts at $0.18 per hour for 2 vCPUs, and Advanced tier starts at $0.60 per hour for 4 vCPUs. Both tiers support additional resources with higher costs for increased compute and storage.

Source
Materialize: What are the storage and networking costs?

Cloud plans charge for storage at $0.00004110-$0.00003151 per GB/hour and networking at $0.12-$0.09 per GB, with lower rates on the Capacity plan.

Source
Cockroach Labs: What are the storage limits for each tier?

Basic plan supports up to 3 TiB storage, Standard tier up to 3 TiB, and Advanced tier up to 10 TiB per node with unlimited total storage.

Source
Materialize: How do I get started with Materialize?

Start with the free Community tier for development and non-production use, then migrate to Cloud On-Demand or Cloud Capacity when you need production scale.

Source
Cockroach Labs: Can I get trial credits before paying?

Yes, new users can try CockroachDB free with $400 in credits. The Basic and Standard plans do not require a credit card to start.

Source
Cockroach Labs: Do legacy contracts have different pricing?

Customers with annual or multi-year contracts entered before December 1, 2024 can view legacy pricing terms on a separate page, which apply until their contract renewal date.

Source
Share

Related pages

More on Cockroach Labs

More on Materialize

Keep looking

Other head to heads