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Data & Analytics software

Data and analytics software turns raw data into decisions. These categories cover how teams store, move, model and visualise data, from warehouses and pipelines to business intelligence.

6Categories
104Tools
2026Updated

Data and analytics software turns raw data into decisions. These categories cover how teams store, move, model and visualise data, from warehouses and pipelines to business intelligence.

The modern data stack favours cloud warehouses with specialised tools around them. Buyers weigh scale, cost and how well tools fit their warehouse.

Categories in this group

Business Intelligence (BI)

20 tools
View top business intelligence tools →

Data Warehouse

18 tools
View top data warehouse tools →

Data Integration / ETL

19 tools
View top data integration / etl tools →

Product Analytics

15 tools
View top product analytics tools →

Web Analytics

15 tools
View top web analytics tools →

E-commerce Platforms

17 tools
View top e-commerce platforms tools →
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Across the group

Most compared tools

Microsoft Power BI

Business Intelligence (BI)

Snowflake

Data Warehouse

Fivetran

Data Integration / ETL

Amplitude

Product Analytics

Data & Analytics software FAQ

What is the difference between a data warehouse and a database?
A database handles day-to-day transactions. A data warehouse is optimised for analytics across large volumes of historical data from many sources.
What is ETL?
ETL stands for extract, transform, load, the process of moving data from sources into a warehouse, cleaning and shaping it along the way.
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