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MarkLogic

progress.com

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Spec score 8.8 #16 of 74 in Database Software

What it is

MarkLogic is a semantic data platform built around a multi-model database and semantic AI technology. MarkLogic Server handles document, semantic graph, and geospatial data natively, and provides relational views for SQL analytics. Built-in search indexes information immediately and applies relevancy scoring. MarkLogic Data Hub ingests information from sources, indexes it for querying and search, then curates it through harmonization, mastering, and enrichment. The platform can run on premises, in virtualized environments, public cloud, or hybrid environments; managed hosting for Server and Data Hub includes installation, upgrades, backups, monitoring, and user management. Security capabilities include role-based controls, element- or property-level security, auditing, and AES-256 encryption at rest, with LDAP, Kerberos, and SAML authentication integration. It supports high availability, horizontal scaling, disaster recovery, rollbacks, and point-in-time recovery. The Developer edition permits up to 1TB of data for noncommercial use, while enterprise storage is listed as unlimited. A free plan and free trial are available, but no plan prices are listed.

Spec sheet

What it does
MarkLogic Server is a unified enterprise data platform for storing, integrating, searching and analyzing complex data.Read 15 Oct 2026 · progress.com
Product
MarkLogic is a semantic data platform built around a multi-model database and semantic AI technology.Read 30 Sep 2026 · progress.com
Intended users
Progress lists financial services, insurance, pharma, manufacturing, media, national security, and government among the industries using MarkLogic.Read 30 Sep 2026 · progress.com
Deployment
MarkLogic can be deployed on premises, in virtualized environments, in public cloud, or in hybrid environments.Read 30 Sep 2026 · progress.com
Free plan
NoRead 20 Sep 2026 · progress.com
Integrations
Official connectors are provided for MuleSoft, Apache NiFi, ODBC and Pega, with NiFi integration using the Java Client API and DMSDK.Read 15 Oct 2026 · progress.com
Security
MarkLogic describes its security as secure by default and lists role-based access controls, element or property-level security, built-in auditing, and AES-256 encryption at rest.Read 30 Sep 2026 · progress.com
Compliance
The security page says MarkLogic complies with GDPR and describes Common Criteria and STIG evaluations or deployments.Read 30 Sep 2026 · progress.com
Headquarters
Burlington, Massachusetts, United StatesRead 23 Sep 2026 · progress.com
Founded
1981Read 23 Sep 2026 · progress.com
Acquisition
Progress completed its acquisition of MarkLogic on February 7, 2023, after announcing a $355 million purchase price.Read 15 Oct 2026 · investors.progress.com
API extensibility
REST services can be extended with custom transforms, search customizations, user-defined endpoints and evaluated XQuery or JavaScript modules.Read 15 Oct 2026 · docs.progress.com
Built-in search
Its Universal Index indexes content and document structure at ingest so data can be queried immediately.Read 15 Oct 2026 · progress.com
Company facts
Gartner lists Progress Software as a public company founded in 1981, headquartered in Burlington, Massachusetts, with 1,001–5,000 employees.Read 15 Oct 2026 · gartner.com
Core license
MarkLogic Server is proprietary software; Progress provides open-source connectors and APIs around the proprietary core.Read 15 Oct 2026 · progress.com
Data integration
MarkLogic Data Hub ingests data from sources, indexes it for query and search, and curates it through harmonization, mastering, and enrichment.Read 30 Sep 2026 · progress.com
Data models
MarkLogic Server natively handles document, semantic graph, and geospatial data, and supports relational views for SQL analytics.Read 30 Sep 2026 · progress.com
Developer license
The free Developer License includes the full feature set, is limited to nonproduction use and expires after six months unless renewed.Read 15 Oct 2026 · developer.marklogic.com
Documentation depth
Installation documentation links to concepts, administration, application development, search, JavaScript, XQuery and release-note guides.Read 15 Oct 2026 · docs.progress.com
Full-text search
Search supports phrases, Boolean logic, stemming, wildcards, facets, snippets, proximity boosting and relevance ranking.Read 15 Oct 2026 · progress.com
Funding history
TechCrunch reported in May 2009 that MarkLogic raised $12.5 million in Series D funding, bringing reported total funding to $45.5 million.Read 15 Oct 2026 · techcrunch.com
Geospatial
Geospatial functions support points, polygons, regions, multiple coordinate systems and APIs for Java, Node.js, XQuery and Server-Side JavaScript.Read 15 Oct 2026 · docs.progress.com
Latest release
MarkLogic 12.1.0 was released September 10, 2026 with AWS Graviton support, Optic enhancements, SSO for tools and additional indexing controls.Read 15 Oct 2026 · docs.progress.com
Limit: learning curve and community
Reviewers report that MarkLogic requires substantial product and XQuery learning, while the developer community can be difficult to search for support.Read 15 Oct 2026 · g2.com
Limit: licensing cost
G2 and TrustRadius reviewers repeatedly describe licensing as expensive, especially for smaller projects or advanced deployments.Read 15 Oct 2026 · g2.com
Limit: stability and tooling gaps
Individual reviewers report occasional crashes and gaps in data-profiling or unit-testing tooling.Read 15 Oct 2026 · g2.com
Managed service
Progress says its SaaS services provide managed hosting for MarkLogic Server and MarkLogic Data Hub, including installation, upgrades, backups, monitoring, and user management.Read 30 Sep 2026 · progress.com
MarkLogic founding
Progress described MarkLogic as founded in 2001 and headquartered in Redwood City, California before its acquisition.Read 15 Oct 2026 · progress.com
Multimodel storage
The server natively stores JSON, XML, text, geospatial and semantic data in one database.Read 15 Oct 2026 · marketplace.microsoft.com
Node.js SDK
The open-source Node.js Client API provides asynchronous search, document management, batch loading, transactions, aggregates and server-side JavaScript extensions.Read 15 Oct 2026 · developer.marklogic.com
Notable limits
The Developer edition allows up to 1TB of data and is for noncommercial use; enterprise storage is listed as unlimited.Read 30 Sep 2026 · progress.com
Praise: scalability and documentation
TrustRadius reviewers praise scalability, performance, ACID behavior, responsive support and extensive documentation.Read 15 Oct 2026 · trustradius.com
Praise: search and flexibility
G2 reviewers repeatedly praise fast, powerful search, support for heterogeneous data and handling of structured and unstructured content.Read 15 Oct 2026 · g2.com
Rating on Capterra
5.0 out of 5 from 2 reviewsRead 15 Oct 2026 · capterra.com
Rating on G2
4.3 out of 5 from 65 reviewsRead 15 Oct 2026 · g2.com
Rating on Gartner Peer Insights
4.5 out of 5 from 143 reviewsRead 15 Oct 2026 · gartner.com
Rating on GetApp
5.0 out of 5 from 2 reviewsRead 15 Oct 2026 · getapp.com
Rating on TrustRadius
9 out of 10 from 18 reviewsRead 15 Oct 2026 · trustradius.com
REST API
The REST interface supports document CRUD, search, analytics and faceted-search application development.Read 15 Oct 2026 · developer.marklogic.com
Scalability and recovery
The platform supports high availability, horizontal scaling, disaster recovery, data rollbacks, and point-in-time recovery.Read 30 Sep 2026 · progress.com
Search
MarkLogic includes built-in search with immediate indexing and relevancy scoring.Read 30 Sep 2026 · progress.com
Security compliance
Progress states that MarkLogic has Common Criteria and STIG credentials and supports GDPR compliance.Read 15 Oct 2026 · progress.com
Security integrations
MarkLogic lists authentication integration with LDAP, Kerberos, and SAML.Read 30 Sep 2026 · progress.com
Security model
Security is enabled by default and includes LDAP, Kerberos, SAML integration plus granular role-based and document permissions.Read 15 Oct 2026 · progress.com
Self-hosting
The product can be deployed on premises, in private or hybrid clouds, in customer-selected infrastructure and in containers.Read 15 Oct 2026 · progress.com
Semantics
Semantic capabilities store RDF triples and expose SPARQL querying for relationships, metadata and knowledge graphs.Read 15 Oct 2026 · progress.com
SQL support
YesRead 20 Sep 2026 · progress.com
Support and training
Free technical training is available through role-based learning tracks, including instructor-led online sessions, self-paced videos, and tutorials.Read 30 Sep 2026 · progress.com
Supported systems
MarkLogic 12 supports Windows Server 2019/2022, Windows 10 development, Docker, RHEL 8/9, Amazon Linux 2023 and AWS Graviton with stated limitations.Read 15 Oct 2026 · docs.progress.com
System requirements
For production, the installation guide recommends at least eight vCPUs and 8 GB memory per vCPU on each host, with synchronized cluster clocks.Read 15 Oct 2026 · docs.progress.com
Transactions and resilience
The product includes ACID transactions, clustering, high availability, disaster recovery and point-in-time recovery capabilities.Read 15 Oct 2026 · developer.marklogic.com
Vector search
MarkLogic 12 adds native approximate-nearest-neighbor vector indexing, cosine similarity and hybrid vector, text, graph and geospatial queries.Read 15 Oct 2026 · docs.progress.com

Plans and prices

Developer Free free Up to 1TB · all database capabilities · noncommercial use Read 15 Oct 2026 · progress.com
Bring-Your-Own License Priced on request not stated Customer-selected cloud infrastructure · multi-cloud, private and hybrid cloud support · customer-controlled version updates Read 15 Oct 2026 · progress.com
Enterprise Priced on request not stated Unlimited data storage · core-based subscription · optional advanced capabilities and tools Read 15 Oct 2026 · progress.com
Managed SaaS Priced on request not stated 24/7 infrastructure management · SOC 2 Type 2-certified monitoring · continuous security scanning · DDoS protection · managed upgrades Read 15 Oct 2026 · progress.com
Progress Data Platform Priced on request not stated Full MarkLogic suite · semantic AI and modeling · business rules automation · 100+ enterprise connectors Read 15 Oct 2026 · progress.com

Every MarkLogic plan and price →

Strong points and limits

Strong points

  • Handles document, graph, and geospatial data natively.
  • Built-in search provides immediate indexing.
  • Supports public cloud and hybrid deployment.
  • Developer edition includes up to 1TB for noncommercial use.

Limits

  • Developer edition is limited to noncommercial use.
  • Developer edition is capped at 1TB of data.
  • No plan prices are listed.

Who it suits

MarkLogic is listed for industries including financial services, insurance, pharma, manufacturing, media, national security, and government. It may suit organizations needing multiple data models, search, and on-premises, cloud, or hybrid deployment options.

MarkLogic in depth

Read the full write-up

MarkLogic is an enterprise data platform for organizations that need to work with varied data in one system. Its strongest case is complex data integration with search, recovery and deployment choices built in. The main caution is cost: commercial plans use custom pricing, while the free Developer edition is restricted to noncommercial use.

Overview

MarkLogic brings together document, semantic graph and geospatial data, with relational views for SQL analytics and support for vector and temporal data. It handles JSON, XML, binary and text, and supports transactions and graph querying. This range can consolidate workloads that might otherwise require separate data systems; for teams with a narrow database requirement, that breadth may add more platform than they need.

Key features

Search and data integration

Built-in search indexes data immediately and scores results for relevance, making search a core database capability. Data Hub ingests, indexes and curates data through harmonization, mastering and enrichment. APIs and connectors span MuleSoft, Apache NiFi, Kafka, Hadoop, Esri and BI tools, which is useful for organizations already using those technologies.

Resilience and security

High availability, horizontal scaling, disaster recovery, rollbacks and point-in-time recovery support workloads where continuity and recovery matter. Security controls include role-based access, element- or property-level security, auditing and AES-256 encryption at rest, with authentication integrations for LDAP, Kerberos and SAML. Progress says the platform complies with GDPR and describes Common Criteria and STIG evaluations or deployments.

Deployment and support

Organizations can run MarkLogic on premises, in virtualized environments, public cloud or hybrid environments, with multi-region support. Progress’s managed SaaS covers hosting for Server and Data Hub, including installation, upgrades, backups, monitoring and user management. Free technical training includes role-based tracks with online instructor-led sessions, videos and tutorials.

Pricing

MarkLogic uses a freemium model, but the commercial plans have custom pricing. Developer is free for noncommercial use and permits up to 1TB of data, making it suitable for development or other noncommercial work, not production business use. Enterprise allows unlimited data storage and is the option for organizations whose storage needs exceed the Developer ceiling.

Progress Data Platform includes 100+ enterprise connectors, a fit for teams that need broad integration coverage. Managed SaaS provides 24/7 infrastructure management for organizations that prefer managed operations. Bring-Your-Own License supports multi-cloud and private or hybrid cloud architectures. Each plan addresses a different deployment or integration need, but buyers should seek a quote to compare commercial costs.

Platforms

MarkLogic supports API, Linux, self-hosted, web and Windows environments. Its deployment options span on-premises, virtualized, public cloud and hybrid setups, with managed cloud also available.

Who it's for

MarkLogic is aimed at organizations handling complex or sensitive data estates, particularly in financial services, insurance, pharma, manufacturing, media, national security and government. Its combination of multiple data models, search, integration and recovery is most compelling when those capabilities need to work together. It is a weaker fit for small projects seeking low-cost commercial use or teams that need only a straightforward document database.

Pros and cons

Pro: Native document, semantic graph and geospatial handling, plus SQL views and vector support, can bring diverse data workloads into one platform.

Pro: Search, Data Hub curation, and connectors for major integration tools cover more of the data lifecycle than storage alone.

Pro: Recovery features, detailed access controls and multiple deployment models suit organizations with demanding operational requirements.

Con: Developer is capped at 1TB and barred from commercial use, so it cannot serve as a free production route.

Con: Commercial pricing is custom, making cost evaluation dependent on a sales quote rather than a published plan price.

Alternatives

For a different database fit, consider Document Databases, Multimodel Databases or Database Software.

Firestore is worth considering when Android, iOS and web platform support and daily document read and write allowances are a better match. JayDB offers a forever-free plan with 1 GB storage, 100,000 reads and 10,000 writes per month, for users whose needs fit those caps. PouchDB is a free and open-source option for teams seeking a no-cost database across web and mobile platforms.

RavenDB is another freemium database alternative. eXist-db is free and open source for academic, noncommercial and commercial applications. Oracle Autonomous AI Lakehouse offers an always-free tier subject to capacity limits, while Azure Cosmos DB for NoSQL has a free tier with 1,000 RU/s and 25 GB storage. Azure DocumentDB has a free tier with 32 GB of storage and one free database server per subscription.

Verdict

Choose MarkLogic when your organization needs a single platform for diverse data models, integrated search and curation, resilience, and flexible deployment. Its clearest advantage is the breadth of those capabilities under one system. Look elsewhere if predictable low-cost commercial pricing or a simple, limited database workload matters more.

Verdict

MarkLogic combines multi-model data handling, search, integration, and recovery capabilities with several deployment choices. The Developer edition has a clear data and use restriction, while prices for the listed plans are not provided.

Where Specifiction places it

Alternatives to MarkLogicAll alternatives →