The 45 Best Analytics & BI in 2026

Lightweight, privacy-friendly web analytics.

Self-hosted product analytics

Free web and app analytics from Google.

Digital analytics platform for product decisions.

Product analytics for user behavior and retention.

Turn data into actionable insights with interactive visual analytics.

Data discovery and visualization made easy

Product experience platform combining analytics, in-app guidance, and feedback.

Behavioral data platform for engineering teams

Managed cloud service for Apache Superset

Headless BI platform with a semantic layer for consistent, governed metrics.

AI-powered in-app engagement platform for onboarding flows, guides, and product surveys.

Geospatial analysis for large-scale data sets

Product analytics for B2B SaaS teams to boost activation and retention

One-line data quality profiling for Pandas and Spark DataFrames

Session replay and analytics to instantly see how users behave.

Open-source CDP to collect, route and transform first‑party data

Collaborative notebooks for real‑time Python and SQL data science.

Decode any business with visual intelligence and one‑click reports

Reports You Wish HubSpot Had

Track Shopify store sales, revenue rankings, and traffic trends.

Sync warehouse data to your sales, marketing and support tools.

See every app a Shopify store runs

Open-source dashboarding for data teams

A cloud data platform that delivers elastic, secure, and instant analytics.

SQL‑first data transformation for modern warehouses

Automated data pipelines that sync your apps to warehouses without coding

Collect, unify, and activate customer data across all tools.

Collaborative data notebooks for analytics and interactive apps

Collaborative analytics with SQL, Python notebooks, and visualizations.

Product analytics and onboarding platform for user monetization

Automatic analytics that captures every user action

Business intelligence and data platform

Turn Your Data Into Beautiful Maps

Verifying How the Business World Connects

AI‑powered SaaS idea validator for indie hackers

On-chain market intelligence for crypto finance professionals

Locate high potential ZIP Codes with accuracy and speed.

Subscription analytics that track MRR, churn, and revenue metrics for SaaS businesses.

Cloud BI platform that connects business data to dashboards and AI agents.

AI-native subscription analytics turning billing data into accurate SaaS revenue metrics.

The research operating system that closes the loop from customer insight to shipped change.

Blockchain analytics platform that powers crypto compliance and investigations

Trusted on‑chain analytics for digital asset investors

Open-source BI tool alternative to Tableau