--- canonical: "https://www.softatlas.io/stacks/benchmark/french-saas/data-analytics" name: "All Data & Analytics tools used by the French SaaS" cohort: "French SaaS" category: "Data & Analytics" companies_listed: 946 tools_identified: 57 updated: "2026-09-15" --- # All Data & Analytics tools used by the French SaaS 230 of the 946 companies have at least one Data & Analytics tool identified, 57 tools in all. Every percentage is a share of the full 946, so every figure is a floor. Functions: Business Intelligence (21 tools), Customer Data Platforms (4 tools), Data Governance & Catalog (4 tools), Data Warehousing (4 tools), Data Integration (ETL/ELT) (9 tools), Product & Web Analytics (15 tools). ## The 10 most adopted tools 1. [Metabase](https://www.softatlas.io/metabase), 6% (58 companies), rated 5/5 on Soft Atlas (1 review) 2. [Snowflake](https://www.softatlas.io/snowflake-inc), 4% (40 companies) 3. [Tableau](https://www.softatlas.io/tableau-software), 4% (34 companies) 4. [Amplitude](https://www.softatlas.io/amplitude-inc), 3% (30 companies) 5. [Mixpanel](https://www.softatlas.io/mixpanel), 3% (27 companies) 6. [Hotjar](https://www.softatlas.io/hotjar), 2% (17 companies), rated 5/5 on Soft Atlas (1 review) 7. [Airbyte](https://www.softatlas.io/airbyte), 1% (13 companies) 8. [Databricks](https://www.softatlas.io/databricks), 1% (10 companies) 9. [Fivetran](https://www.softatlas.io/fivetran), 1% (10 companies) 10. [Fincome](https://www.softatlas.io/fincome), 1% (9 companies) The other 47 are listed for Soft Atlas members at https://www.softatlas.io/stacks/benchmark/french-saas/data-analytics. Benchmark: https://www.softatlas.io/stacks/benchmark/french-saas Source: https://www.softatlas.io/stacks/benchmark/french-saas/data-analytics