Sanity vs Directus: which fits your content team
Sanity suits developer-led teams that accept a hosted data store, while Directus suits teams that want real SQL tables and a no-code admin running on their own servers. If your renewal, a residency requirement or a wish to query content directly is driving the search, the choice comes down to three factors: how your editors work, where the content must physically live, and whether the license terms fit how you will use the software. Start by listing who edits content daily and what they need from the interface, because that decides how much of the model belongs in code and how much belongs in a database admin panel.
On editor workflow, Sanity defines content types as schemas in code and gives editors a Studio that developers extend with custom components. Directus builds its Studio from the database schema, so an analyst or content operator can add fields and manage records without a deploy. Data location is the second factor. Sanity content lives in Content Lake, which Sanity hosts, while Directus connects to a database you choose through the DB_CLIENT setting and supports PostgreSQL, MySQL, MariaDB, Microsoft SQL Server, SQLite and others. Confirm with your security and legal teams whether that hosting boundary satisfies your residency rules, and check which database engine your platform team already operates.
The third factor is the license. Directus is not OSI open source. It is licensed under the Monospace Sustainable Core License 1.0 (MSCL-1.0-GPL), which permits internal use but bars a Competing Use against Monospace's paid offerings, and each release converts to GPL-3.0 four years after release. Have counsel read the Directus license terms against your plans, including whether you ever plan to offer Directus-based services to third parties. Sanity Studio is MIT licensed, so the open license question with Sanity concerns the hosted data store, not the editing interface. Weigh these terms before committing, because they shape exit options as much as day-one features.
When Sanity vs Directus favors each option by scenario
This table maps common buying scenarios to the platform that fits better and the condition that decides it. Read each row against your own team, data location and plans for reuse, then note the operating work each model leaves with you.
| Scenario | Better fit and deciding condition | Operating work to plan for |
|---|---|---|
| Developer-led team wanting schemas in code and real-time collaboration | Sanity, when schemas are versioned in Git by engineers and editors need live co-editing on a hosted store | Sanity hosts Content Lake, so you depend on its plan limits and history retention; Studio hosting is yours |
| Team that needs content in its own SQL database for direct querying | Directus, because it connects to an existing SQL database and content lives in ordinary tables you can query | You run the database, backups, upgrades and the Directus container or service |
| Regulated organization with data residency rules | Directus or another self-hosted option, when content must stay in facilities you control; confirm this with your assessor | Your team owns encryption, access reviews, logging and disaster recovery for the database |
| Team that wants a no-code admin for non-technical staff | Directus Studio, since its interface is built for teammates who do not write code | Role and permission design must be set up and reviewed as the team grows |
| Company planning to offer a competing product built on the platform | Sanity may suit this better when its terms fit your plans; Directus's MSCL bars Competing Use against Monospace's paid offerings | Have counsel read both license files against your intended use before the build starts |
| Team that prefers an OSI-approved license for all components | Sanity Studio under MIT with hosted content, or an OSI-licensed option such as Payload or Strapi Community Edition for self-hosting | Directus is not OSI open source, so confirm the license fit before choosing it for a standards-driven policy |
| Team with existing SQL skills and an integration-heavy stack | Directus, because REST and GraphQL APIs are generated from the database schema | Schema changes made in the database need governance so the APIs and Studio stay in step |
How code-defined and database-defined content models differ in practice
The core difference is where the content model lives. In Sanity, document types are defined in code inside the Studio schema, so developers write them, store them in Git, review them in pull requests and deploy them with the rest of the front end. Directus works the other way round: it reads its structure from the database it connects to, and administrators can create or change collections and fields in Studio without a code change. A schema change in Sanity is a commit and a deploy. A schema change in Directus is an administrative action that takes effect in the database, so the review step has to be designed in on purpose, for example by agreeing who may change collections in production and by capturing those changes in a migration or export before they go live.
The skills and the query path also differ. Sanity teams typically need JavaScript or TypeScript skills to change content models and query content through GROQ and the Sanity APIs. Directus is built on a real SQL database: the connection is set with the DB_CLIENT setting, and the supported engines are PostgreSQL, MySQL, MariaDB, Oracle Database, Microsoft SQL Server, SQLite and CockroachDB. That means your data team can query the tables with standard SQL clients, BI tools and existing backup and replication practices, and your DBAs can apply their own indexing and access controls. Confirm with your own team which engine you will run, because the choice affects tooling, licensing of the database itself and the operating model you need to support.
Before you decide, run a short check on your own content. Pick two or three representative document types with references and Portable Text, then write out how each would change over the next year, who would make that change, and where the review happens. If changes come mostly from developers, a code-defined model keeps them tightly controlled. If editors and operations staff need to add fields directly, a database-defined model fits better, provided you add a review step, a versioned export and a clear rule for who can alter production collections.
How Sanity vs Directus compares on capabilities
This table sets Sanity's hosted, code-defined model against Directus's database-first, self-hostable model across the capabilities teams usually evaluate. Rows marked with a confirm instruction rely on features that the supplied sources do not establish for both products, so verify them with each vendor before you decide. Read the licensing and hosting rows first if residency or exit terms drive the decision.
| Capability | Sanity | Directus |
|---|---|---|
| Content modeling | Schemas defined in code inside Sanity Studio, versioned with your application repository | Collections and fields defined in the database schema, with real SQL tables you can query directly |
| Editing interface | Sanity Studio, MIT licensed, deployable on your own hosting | Directus Studio, a management interface for non-technical teammates |
| APIs | Content served from the hosted Content Lake; confirm the exact query and API options with Sanity | REST and GraphQL APIs generated from the database schema |
| Real-time collaboration | Confirm current editing and presence features with Sanity for your plan | Confirm real-time co-editing support with Directus before relying on it |
| Asset handling | Assets stored in the hosted Content Lake; export includes asset files, skipping those returning 401, 403 or 404 | Assets managed through the Directus instance; confirm storage backend options for your environment |
| Roles and permissions | Confirm role and access model with Sanity for your plan | Role-based permissions apply to humans, the API, the MCP server and the AI Assistant alike |
| AI tooling | Confirm AI features offered by Sanity for your plan | Native MCP server and embedded AI Assistant operating under the same role-based permissions as users |
| Hosting options | Content Lake is hosted by Sanity; only the Studio can be deployed elsewhere | Self-hosted with Docker, or run on Directus Cloud, the managed service |
| Licensing | Studio is MIT licensed; content lives in the hosted Content Lake | Monospace Sustainable Core License, not OSI open source; bars competing use, allows internal use |
Where content lives and who controls it on each platform
Sanity and Directus differ less in editing features than in where content physically sits, who operates the infrastructure and who must produce the evidence when auditors or residency rules ask. Each card below is a decision to settle before choosing, with the condition that makes it matter.
Data location
Sanity stores content in Content Lake, a real-time data store hosted by Sanity, so the documents and their history live on Sanity's infrastructure. Directus connects to a SQL database you already run, so content becomes ordinary tables in PostgreSQL, MySQL, MariaDB, SQL Server, Oracle, SQLite or CockroachDB. Database ownership matters most when residency rules or exit planning require you to hold the data directly. Check which region your database sits in and who has administrative access to it.
Hosting model
Sanity runs the content store for you, and you deploy the Studio separately. Directus can run on your own servers with Docker, or on Directus Cloud as a managed service. Choosing self-hosting moves patching, scaling, database tuning and uptime into your team. Ask who will own on-call response and how upgrades between Directus releases will be tested before they reach production.
Identity and access
Directus enforces role-based permissions on the REST and GraphQL APIs, in Studio, and equally for its native MCP server and embedded AI Assistant. Automated agents and humans therefore share one permission model. Confirm that each role grants only the collections and fields it needs, and test that an agent token cannot read or write outside its scope before connecting any AI tooling.
Audit and compliance evidence
Sanity and Directus both give you a place to see content changes, but a self-hosted Directus instance leaves the evidence trail to you. Logs of who changed what, retention periods, access reviews and change records for schema edits must be collected and kept by your team. Decide where audit logs are shipped and how long they are retained, and confirm with your assessor which evidence they will request.
Backup responsibility
With Sanity, the hosted service carries the operational backup of Content Lake, while you keep an export. The sanity dataset export command writes a gzipped tarball with documents, history and asset files, and skips assets that return 401, 403 or 404. With Directus, your team owns database backups, asset storage backups and restore tests. A backup you have never restored is not evidence of recovery. Schedule restore rehearsals and record their results.
What the Monospace Sustainable Core License allows you to do
Directus is licensed under the Monospace Sustainable Core License 1.0 (MSCL-1.0-GPL). The license permits any use except a Competing Use against Monospace's paid offerings, and it is not an OSI open source license. That distinction matters for procurement: a license can be source-available and still restrict some commercial uses. Directus changed its license to BSL-1.1 in April 2023 and replaced it with the Monospace Sustainable Core License in 2026, so any internal guidance written against the earlier terms should be checked against the current license file. Each released version converts to GPL-3.0 four years after release, which gives a dated path to fully open terms for that version.
Internal use and building your own product are generally different questions under this license. Running Directus to power your own editorial teams, websites and internal tools is the case the license is designed to allow, but a product that you sell or offer to third parties as a backend may fall closer to the restricted category. The term *Competing Use* is defined in the license text, not in this page, so have counsel compare your specific use case against that definition before you commit. Ask your counsel to address who your customers are, whether you resell or host Directus for others, and whether any subsidiary or contractor use changes the analysis.
Sanity Studio is MIT licensed, which is a permissive license with few use restrictions, and it is a useful contrast for teams that assumed both tools carry similar terms. The two licenses cover different things, though: the MIT license applies to the Studio code, while content in Sanity sits in its hosted Content Lake. Directus's license governs the software you run on your own database. Document both licenses in your architecture decision record, and record the version you evaluated, since license terms can change between releases.
What Sanity and Directus cost to run beyond the license line
The license line is only part of the picture. On the Sanity side, the recurring cost is the subscription and the usage terms Sanity sets for seats, document and request volume, and add-ons, which you should read against your current invoice rather than an assumption. Beyond that, you pay your own team to keep the Studio schemas, GROQ queries and front end current with each Sanity Studio and client library change. Directus moves those costs onto your side of the ledger. You pay for the container or virtual machine running the Directus application, the SQL database it connects to through DB_CLIENT, backups, monitoring, upgrades and the platform engineering time to run all of them. Directus Cloud and self-hosting are different cost shapes, so ask which one a quote assumes.
Some costs are one-time and some recur. One-time work includes schema design (translating Sanity document types and references into SQL tables and relations), data mapping, Portable Text conversion, re-uploading assets, front-end changes and a security review of the new stack, including roles and access rules in Directus. Recurring work includes hosting, database and object storage, upgrades (Directus ships releases on a regular cadence, so confirm the release process with your team), patching, on-call support and periodic permission audits. The main drivers are data volume, asset storage, the number of editors and roles, and how many environments you keep (development, staging and production each need their own database and backups). Editor count and asset volume usually matter more to the ongoing bill than the schema itself.
Before signing anything, ask any quote for a line-item breakdown of hosting, licensing, support and migration, and separate the one-time migration from the recurring run cost. Confirm whether the Monospace Sustainable Core License affects your planned use, because that is a licensing question with a cost dimension, not only a legal one. Ask who holds backup and restore responsibility, what monitoring and upgrade windows are included, and how much of the platform engineering effort the proposal assumes is internal. A written scope with those items lets you compare the two sides on the same basis.
What a move from Sanity to Directus involves at a high level
The sequence below takes a Sanity dataset from the hosted Content Lake into a Directus instance on your own database, with each phase checked before the next one starts.
Inventory document types and references
The team lists every Sanity document type, object type, reference field, locale and webhook the front end depends on, and notes which fields hold Portable Text and which hold assets. A content engineer with access to the Studio schema does this work, and the output is a written inventory that the migration team signs off. It is done when every production query and every editor-facing field appears in the inventory.
Export the dataset with the CLI
An engineer runs the sanity dataset export command against the production dataset, which writes a local gzipped tarball that includes document history and asset files. The export skips any asset that returns a 401, 403 or 404 response, so the team logs those skipped assets and resolves them before cutover. It is done when the tarball opens, document counts match the Studio, and the skipped-asset list is reviewed.
Map document types to SQL tables
A data modeler turns each Sanity document type into a Directus collection backed by a table in your database, and converts references into relational fields. Directus generates its REST and GraphQL APIs from that schema, so this mapping decides how the front end queries content later. It is done when a written schema map has been reviewed and a test instance accepts sample records for each collection.
Convert Portable Text and re-upload assets
Portable Text blocks are converted into the rich text format that your Directus fields and front end will render, and asset references are rewritten to point at files you store. Assets that were skipped in the export are fetched again from source where possible, then uploaded to your storage. It is done when a sample of converted pages renders correctly and asset links resolve in the test environment.
Configure roles and permissions in Directus
The team defines Directus roles that mirror the editorial and publishing rules currently enforced in Sanity, including who can edit, review and publish. Directus applies the same role-based permissions to its MCP server and AI Assistant, so access rules are set once and tested for both human and automated users. It is done when each role has been tested against a written permission matrix.
Rebuild the front end's data calls
Developers replace GROQ queries and Sanity client calls in the front end with requests to Directus REST or GraphQL endpoints, and adjust any preview or draft behavior that depended on Sanity. The change is contained to the data layer where possible, which keeps templates and components stable. It is done when every page type loads from Directus in a staging build.
Run parallel validation
Editors and developers run the new Directus stack alongside Sanity for a defined period, compare published output page by page, and check that drafts, scheduled content and asset delivery behave as expected. Discrepancies are logged and fixed in the mapping, not patched by hand in the database. It is done when the agreed comparison checklist passes with no open high-severity differences.
Cut over and confirm the license fit
The team freezes writes in Sanity, runs a final export and import, points the front end at Directus, and keeps the Sanity dataset read-only for a fallback window. Before go-live, legal and procurement should confirm that the Monospace Sustainable Core License fits the intended use, as covered in the migration sibling page. It is done when production traffic is served from Directus and the rollback plan has been tested.
Questions buyers ask before choosing Directus over Sanity
How much effort does moving from Sanity to Directus take?
The effort depends mainly on how many document types, references and rich text fields you have, how many assets must move, and how much of your Studio schema logic must be rebuilt as database tables and relations. A Sanity dataset exports as a gzipped tarball with documents, history and assets, but the export skips assets that return 401, 403 or 404 responses, so you should audit those before you start. Directus connects to an existing SQL database through the DB_CLIENT setting, which means your target schema is a design task rather than a one-to-one copy. Ask any partner to scope the work by content model complexity, locales, Portable Text conversion and asset volume, and to state which of these items are included in a fixed-scope quote.
Can an internal team run the migration without outside help?
An internal team with SQL experience and a clear owner for the content model can handle a small, well-documented dataset, but larger datasets usually need people who understand both the Sanity export format and relational schema design. The hard parts are mapping references to foreign keys, converting Portable Text, re-uploading assets, and checking that editors can still work in Directus Studio with the right role-based permissions. Directus also ships a native MCP server and an AI Assistant that follow the same permissions as human users, so access design belongs in the plan. If you want outside help, ask for a fixed-scope written plan that names deliverables, test steps and the parts you will own.
How long does a Sanity to Directus move take?
The timeline is set by content model size, the number of integrations that read from Sanity's APIs, the volume of assets, and how much parallel running you need before cutover. No duration has been published here, so do not rely on a generic estimate. Ask for a schedule that separates schema design, data load, asset transfer, frontend changes, editor training and a parallel-run window. Also confirm who signs off on each stage, because delays usually come from unresolved content model decisions rather than from the data transfer itself.
What does the Directus license allow for internal use?
Directus is licensed under the Monospace Sustainable Core License 1.0 (MSCL-1.0-GPL), which permits any use except a Competing Use against Monospace's paid offerings, so internal use of a self-hosted instance for your own content is generally the intended case. The license is not an OSI open source license, and each version converts to GPL-3.0 four years after release. Directus changed its license to BSL-1.1 in April 2023 before adopting the MSCL in 2026, so review the license file in the repository and the terms on directus.com/license with your legal team, especially if you plan to offer Directus-based services to third parties. This is a licensing question for counsel, not a conclusion this page can give.
Can Directus run on Directus Cloud or be self-hosted with Docker?
Yes, Directus can be self-hosted with Docker or run on Directus Cloud, the managed service, according to the project README. Choosing self-hosting means your team or a partner operates the container, database, backups, upgrades and secrets inside your own cloud account or data center. Directus Cloud shifts operations to the vendor but changes where data sits and who controls upgrades. Confirm the current Docker image, supported database versions and your upgrade path against the releases page before you commit, because Directus publishes new releases regularly, with 12.5.0 released on October 7, 2026.
Can Sanity Studio be self-hosted while content stays in Content Lake?
Yes, Sanity Studio is MIT licensed and can be deployed on your own infrastructure, but the content itself is stored in Content Lake, the real-time data store Sanity hosts. Self-hosting the Studio therefore changes where the editing interface runs, not where your documents live. If data residency or exit is the driver, you need to move the content itself, which is why most teams in this position compare a Directus migration or a move to a self-hosted database-backed CMS. Ask any partner to show, in writing, which parts of the stack would still depend on Sanity's hosted services after the change.
Does Directus lock the data model the way a code-defined CMS does?
Directus defines the content model in the database, so tables, fields and relations are real SQL objects that your team can query, back up and migrate with standard database tooling. Sanity defines the model in code through Studio schemas, which keeps the model in version control but means changes usually go through a developer and a deployment. The trade-off in Directus is that schema changes made in Studio must be governed carefully across environments, so define a process for promoting changes from development to production before editors start working in the system.
How DeployOpen helps evaluate, implement or migrate
DeployOpen is a Chainscore Labs company that plans, implements, hardens, backs up and documents self-hosted open-source platforms inside your own cloud accounts, data centers or air-gapped networks. For Sanity vs Directus, we start with a written scope that covers your content model, licensing review and hosting choice before any build work begins.
How we scope
- We inventory document types, references, rich text and asset volumes in your current Sanity dataset
- We review how your teams plan to use Directus against the Monospace Sustainable Core License terms
- We agree deliverables, timelines and responsibilities in writing before work starts, as fixed-scope engagements
How we build
- We deploy Directus on your infrastructure, connected to your chosen SQL database through the DB_CLIENT setting
- We model collections and relations as SQL tables and test the generated REST and GraphQL APIs against real queries
- We configure role-based permissions and test them for editors, reviewers and API consumers before go-live
How we hand over
- We document the database schema, deployment steps, permission model and backup and restore procedures for your team
- We deliver a tested export and import path for documents, assets and history, with a record of anything that did not carry over
- We walk your engineers and content leads through Studio and the APIs so they can run the platform after handover
How we support
- Ongoing support, upgrades and continuous testing are available as retainers after handover
- We can plan Directus version upgrades against your release schedule and test them in a staging environment first
- We can coordinate with your independent auditors on control evidence, while certification remains their responsibility
