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Developer Tools · head to head

Earthly vs Materialize

Earthly logo

Earthly

Developer Tools

Engineering guardrails for the AI era

From
Free
Free plan
Yes
Visit EarthlyFull review
Materialize logo

Materialize

Databases

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

From
Free
Free plan
Yes
Visit MaterializeFull review

The short version

  • Earthly is free; Materialize starts at $1.5/mo.
  • Only Earthly lists policy as code; only Materialize lists real-time Data Ingestion.
  • Where Earthly falls short: pricing model not published; requires sales contact.
  • Where Materialize falls short: community tier limited to 24GB memory, restricting production deployments.
  • Prices and features on this page were last checked on 29 August 2026.

Where they differ

Only the attributes on which Earthly and Materialize actually diverge.

Attributes where Earthly and Materialize differ
AttributeEarthlyMaterialize
Pricing modelNo pricing published on websiteUsage-based compute credits with volume discounts for annual prepay
PlatformsWeb, APIWeb, Self-Managed, Local
CategoryDeveloper ToolsDatabases
Founded20202019

Identical on both: starting price (Free), free tier (Yes).

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 Earthly

  • Policy as code
  • Multi-stage enforcement
  • AI agent governance
  • Repository-wide policies
  • Incident response automation
  • Compliance management
  • Earthfiles build tool
  • Satellites

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.

Earthly

  • Enforcing engineering standards across AI and human developersnot Materialize
  • Automating incident response procedures across all repositoriesnot Materialize
  • Embedding compliance requirements into development workflowsnot Materialize
  • Standardizing build processes with Earthfilesnot Materialize

Materialize

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

Where each one falls short

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

Earthly

  • Pricing model not published; requires sales contact
  • Earthly Lunar is a recent launch (2025) with limited track record
  • Primarily GitHub-focused; limited integration with other platforms
  • No public documentation on pricing or feature tiers

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

Earthly

Free

No published plan breakdown. See the Earthly 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 Earthly if

  • You need policy as code.
  • You want to start without paying.
  • You work on Web, API.
  • You also want multi-stage enforcement.
Earthly review

Choose Materialize if

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

Questions people ask

Is Earthly or Materialize better?
Neither clearly leads. Earthly 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, Earthly or Materialize?
Earthly starts at Free and Materialize at Free.
Does Earthly or Materialize run on more platforms?
Earthly runs on Web, API. Materialize runs on Web, Self-Managed, Local.
Can I use Earthly for free?
Both have a free tier, so you can try either at no cost before committing.
What is Earthly best used for?
Earthly is most often used for enforcing engineering standards across ai and human developers, automating incident response procedures across all repositories, embedding compliance requirements into development workflows, standardizing build processes with earthfiles. Of those, enforcing engineering standards across ai and human developers and automating incident response procedures across all repositories are not what Materialize is typically brought in for.
What can Earthly do that Materialize cannot?
Earthly covers Policy as code, Multi-stage enforcement, AI agent governance, Repository-wide policies. Materialize covers Real-time Data Ingestion, SQL Transformations, Incremental Computation, Context Graph.

Answered from the vendors’ own pages

Earthly: What is the difference between Earthfiles and Earthly Lunar?

Earthfiles is an open-source build tool that reached 12,000 GitHub stars and is used by companies like NVIDIA, Intel, and Databricks. Earthly Lunar is a separate governance platform launched in 2025 for enforcing standards across development workflows.

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
Earthly: How does Earthly Lunar enforce standards?

Lunar converts engineering standards, compliance requirements, and processes documented in AGENTS.md files, wikis, and incident postmortems into enforceable guardrails that apply consistently across repositories and development stages.

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
Earthly: What is the pricing for Earthly Lunar?

Pricing is not published on the website. Interested customers should contact Earthly's sales team for current pricing and feature tiers.

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
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