I like Progress MarkLogic's ability to handle multiple types of data on a single platform while providing very fast search and query performance. It's a big plus that it combines tools for document storage, search, and integration, simplifying the architecture significantly. I appreciate its flexibility since it supports schema and flexible data models, allowing new data sources to be onboarded quickly without a lot of time spent on schemas. The built-in search capability with indexing and full-text search is powerful and performs well even with large enterprise data sets, which improves the application's performance and user experience. I also appreciate its scalability and reliability. It supports clustering, high availability, and enterprise-grade security features, making it suitable for mission-critical applications. Overall, the flexibility, strong search capabilities, scalability, and enterprise security are what I really like about MarkLogic. Review collected by and hosted on G2.com.
One big challenge is the learning curve. Progress MarkLogic has so many advanced features like semantic search and multimodal capabilities, which can make it take a long time for new developers to fully understand the ecosystem, query language, and best practices. This can slow down onboarding compared to more commonly used databases. Another area that needs improvement is the cost. Being an enterprise-grade solution, the licensing and infrastructure costs are relatively high, which can sometimes make it hard for small teams to adopt it compared to open-source alternatives. Additionally, the development and debugging experience could be better. Troubleshooting complex queries or performance issues can require deep platform knowledge. More effective debugging tools, monitoring dashboards, and documentation would make daily operations easier. Also, because it's such a feature-rich platform, I sometimes end up using only a small percentage of its capabilities. So for simpler use cases, it can occasionally feel heavier than necessary. Review collected by and hosted on G2.com.