Data & Analytics
Databases, data pipelines, warehouses and analytics tools that store, move and explain an organization's data.
90 results in Data & Analytics
Active Pro listings from this category appear first. Your sort applies within Pro and Free results.
Shortlists for Data & Analytics
Explore collections with tools relevant to this category, grouped by deployment, source model or workload.
Open-source database platforms and tools →
14 matching tools from this category
Open-source ETL and data pipeline tools →
6 matching tools from this category
Self-hosted monitoring tools →
3 matching tools from this category
How to choose data & analytics tools
Data and analytics tools support data collection, storage, transformation, search, analysis and reporting.
Who uses these tools
- Data engineers and analysts
- Machine-learning and application teams
- Platform teams governing shared data
Capabilities to compare
- Data movement and transformation
- Analytics, search and reporting
- Governance, observability and serving
Operating considerations
- Data volume, latency and consistency requirements
- Model and data governance
- Compute, storage and data-transfer cost
Selection checklist
- Start from workloads, data contracts and service-level needs.
- Test governance, lineage and failure recovery with realistic data.
- Estimate cost at expected growth rather than with a small demonstration dataset.
What belongs in this category: A listing belongs here when data storage, processing, search or analytics is central to the product.
Data & Analytics on iThub in figures
iThub lists 90 tools in Data & Analytics. 64 of 90 are open source, 71 of 90 can be self-hosted, 78 of 90 have a free, freemium or open-source pricing model and 72 of 90 offer an API.
- Tools listed
- 90
- Open source
- 64
- Self-hostable
- 71
- Free to start
- 78
- With an API
- 72
- Web app
- 45
- Desktop app
- 30
Continue the technical evaluation
Use the resources that match your decision stage. Profile data and linked sources were refreshed through November 11, 2026.
