Progress MarkLogic
Enterprise search software
Document databases
RDF databases
XML databases
Data fabric software
Big data integration platforms
Database software
NoSQL databases
Data integration tools
Cloud data integration software
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- Ease of management
- Quality of support
- Affordability
- Market presence
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What is Progress MarkLogic
Progress MarkLogic is a multi-model database platform designed to store, index, and query document-centric data at scale. It supports JSON and XML documents, search and relevance ranking, and semantic data via RDF/SPARQL, making it suitable for knowledge management, content repositories, and data hub use cases. The product is commonly used by enterprises that need to integrate heterogeneous data sources and provide fast search and retrieval across large collections. It is available as software and as a managed cloud service offering under Progress.
Multi-model document and semantic support
MarkLogic stores and queries JSON and XML documents and also supports RDF triples with SPARQL for semantic use cases. This allows teams to combine document storage, metadata, and graph-style relationships in one platform. It reduces the need to maintain separate systems for document repositories, search indexing, and semantic layers in some architectures.
Built-in enterprise search capabilities
The platform includes indexing, full-text search, faceting, and relevance ranking as core database features rather than as an external add-on. This supports applications that require both transactional document access and search-driven discovery over the same data. It is often used for content-heavy and knowledge-centric applications where search is a primary access pattern.
Data hub and integration tooling
MarkLogic includes capabilities and tooling for ingesting, harmonizing, and serving data from multiple sources, supporting data hub and data fabric patterns. It provides connectors and processing options to transform and curate data into a unified model for downstream applications. This can simplify building operational data hubs compared with assembling separate ingestion, storage, and search components.
Specialized skills and learning curve
Effective use typically requires familiarity with MarkLogic-specific concepts (indexes, search configuration, and its query options) in addition to general NoSQL practices. Teams may also need expertise in XQuery, JavaScript, or SPARQL depending on the workload. This can increase onboarding time compared with more general-purpose document databases and search stacks.
Ecosystem and portability constraints
Applications that rely on MarkLogic-specific query features, indexing behavior, or data hub tooling can be harder to migrate to other platforms. Integration patterns may differ from common open-source stacks, which can affect availability of third-party extensions and community examples. Organizations may need to plan for vendor-specific operational practices and long-term platform commitment.
Cost and operational complexity at scale
Enterprise deployments can involve non-trivial licensing, infrastructure sizing, and operational planning, especially for high-availability and large indexing workloads. Search-heavy use cases may require careful index design and capacity management to control performance and storage growth. This can make total cost and administration higher than simpler database-only deployments for smaller teams.
Plan & Pricing
| Plan | Price | Key features & notes |
|---|---|---|
| Developer (Non-commercial) | Free — developer license (download) | Full-featured for development use (non-commercial), up to 1 TB of data, multi-model (JSON, XML, graph, geo, vector). Source: Progress MarkLogic "Get Started" / Developer download. |
| Enterprise (MarkLogic Server) | Subscription — Contact sales / Request a quote | Full-featured production license; Progress MarkLogic lists "subscription pricing" and directs customers to request a custom quote / contact sales. |
Usage-based offering — MarkLogic Data Hub Service (cloud)
Pricing model: Consumption-based / pay-as-you-go (billed by compute, storage, and data transfer; uses MarkLogic Capacity Units (MCUs) for compute billing). Free tier/trial: Not published publicly for DHS (see notes). Contact sales for trials or subscription details. Example costs (from Progress site example): Example low-cost tier: provisioning Data Hub Service for 8 MCUs in Azure US East and running batch jobs 5 hours/day with 32 GB storage cited as a low monthly cost of $94 (excludes data transfer). This is an illustrative example on Progress’ site, not a published standard price list. Discounts / contracts: MarkLogic offers "MCUs Year" contracts (pre-purchased baseline MCUs for a region) to obtain discounted pricing; purchasing details require contacting MarkLogic sales.
Notes:
- Public, per-seat or per-MCU price lists are not published on the vendor site; the vendor instructs prospective customers to contact sales or request a quote for production/subscription pricing.
- Developer license is explicitly available for non-commercial development use (permanent developer license) and is downloadable from the MarkLogic developer site.
Seller details
Progress Software Corporation
Burlington, Massachusetts, USA
1981
Public
https://www.progress.com/
https://x.com/ProgressSW
https://www.linkedin.com/company/progress-software/
