Best Analytics for Founders
52 tools reviewed honest opinions, no fluff.
Our Picks
The analytics tools we recommend most for founders.
PostHog
Product analytics, session replay, feature flags, A/B testing, all open source. The everything tool.
Use when: You have real users and need to understand behaviour
Plausible
Privacy-first analytics in a less-than-1KB script. See your traffic without selling your soul.
Simple, private analytics. One dashboard, zero complexity. Know your numbers, respect your users.
Mixpanel
Event-based product analytics. Funnels, retention, cohorts. The serious product team's choice.
Umami
Self-hosted analytics that costs nothing forever. Open source Plausible alternative. Deploy on Vercel.
Hotjar
Heatmaps and session recordings. Watch real users struggle with your UI. Humbling, but the fastest path to better UX.
Product analytics built for B2B SaaS. Company-level insights, not just user-level. Know which accounts are churning.
Free dashboards from Google. Pull data from Sheets, BigQuery, Analytics. The free BI tool that actually delivers.
Metabase
Open-source business intelligence. Connect your database, build dashboards, share insights. Self-host for free. BI democratized.
Upload a CSV, ask a question in plain English, get charts and stats. Data analysis without writing code.
Spreadsheet with built-in AI functions and API integrations. Pull live data from Stripe, use AI formulas.
Linear Insights
Linear's built-in analytics layer that shows throughput, cycle time and bottlenecks without a separate BI tool.
Use when: You already run on Linear and want engineering metrics
Feature flags plus experimentation plus product analytics in one. Ex-Facebook team and it shows in the depth.
Use when: You experiment a lot and want stats that hold up
LogSnag
Event tracking for indie hackers. Pings your phone when a user signs up or pays. Beats wiring up custom Slack hooks.
All Analytics Tools
52 tools reviewed with honest opinions.
PostHog
Product analytics, session replay, feature flags, A/B testing, all open source. The everything tool.
Use when: You have real users and need to understand behaviour
Plausible
Privacy-first analytics in a less-than-1KB script. See your traffic without selling your soul.
Simple, private analytics. One dashboard, zero complexity. Know your numbers, respect your users.
Mixpanel
Event-based product analytics. Funnels, retention, cohorts. The serious product team's choice.
Amplitude
Enterprise product analytics. Powerful but complex. You'll need a data person to set it up right.
Cookie-free, privacy-friendly analytics from Germany. Simple dashboard, GDPR-compliant out of the box.
Simple Analytics
Privacy-first analytics that's actually simple. No cookies, no tracking scripts, just the numbers.
Umami
Self-hosted analytics that costs nothing forever. Open source Plausible alternative. Deploy on Vercel.
Ask your data questions in plain English, get actual answers. AI agents trained on your business logic. BI without the PhD.
Google Analytics
The default web analytics. Powerful but complex. Free forever. GA4 is a learning curve but handles everything.
Hotjar
Heatmaps and session recordings. Watch real users struggle with your UI. Humbling, but the fastest path to better UX.
Auto-captures everything. No manual tracking needed. Go back in time and analyse events you didn't know mattered. Retroactive analytics.
Segment
Customer data pipeline. Send events once, route to every analytics tool. The plumbing behind modern data stacks.
Matomo
Open-source Google Analytics alternative. Self-host it, own your data, no cookie banners needed. GDPR dream tool.
Product analytics built for B2B SaaS. Company-level insights, not just user-level. Know which accounts are churning.
Free dashboards from Google. Pull data from Sheets, BigQuery, Analytics. The free BI tool that actually delivers.
Metabase
Open-source business intelligence. Connect your database, build dashboards, share insights. Self-host for free. BI democratized.
Snowflake
Cloud data warehouse. Store and analyze massive datasets. The enterprise data backbone that analysts depend on.
dbt
Transform data in your warehouse with SQL. Version-controlled analytics engineering. The tool that made data teams love their jobs.
Airbyte
Open-source data integration. 300+ connectors to sync data between any source and destination. The ELT pipeline builder.
Upload a CSV, ask a question in plain English, get charts and stats. Data analysis without writing code.
Spreadsheet with built-in AI functions and API integrations. Pull live data from Stripe, use AI formulas.
Open-source Segment alternative. Pipe event data to any warehouse, self-hostable if you like running infra.
Use when: Your Segment bill got obscene and you have engineers
RudderStack
Warehouse-first CDP. Stream events into your own data warehouse with Segment-compatible SDKs at a fraction of the cost.
Use when: You have a data warehouse and a Segment bill
Real-time analytics APIs built on ClickHouse. Product analytics at the speed of a SQL query, without running ClickHouse yourself.
Use when: You need fast dashboards on big event data
Linear Insights
Linear's built-in analytics layer that shows throughput, cycle time and bottlenecks without a separate BI tool.
Use when: You already run on Linear and want engineering metrics
Feature flags plus experimentation plus product analytics in one. Ex-Facebook team and it shows in the depth.
Use when: You experiment a lot and want stats that hold up
Warehouse-native experimentation platform. If your data lives in Snowflake or BigQuery, this is the right A/B tool.
Use when: You have a data warehouse and run serious experiments
Free, open-source web analytics focused on simplicity and privacy.
Plausible Community
Self-hosted edition of Plausible privacy analytics for technical teams.
Free heatmaps and session recordings from Microsoft with no traffic limits.
Qualitative analytics with session replay, funnels and retention reports.
Behavioural data platform for collecting and modelling first-party event data.
Warehouse-native product analytics that runs queries directly on your data.
Pendo
Product analytics combined with in-app guides, surveys and roadmaps.
Customer analytics platform that connects directly to data warehouses.
Person-based analytics for tracking customer journeys across web and product.
Open-source feature flagging and A/B testing platform with analytics.
Product growth platform with analytics, in-app guides and onboarding flows.
Free subscription analytics for SaaS revenue, churn and pricing insights.
SaaS subscription analytics with MRR, churn and forecasting dashboards.
ChartMogul
Subscription analytics platform with revenue recognition and CRM integrations.
Modern web and product analytics with funnels and automations in one tool.
Vercel Analytics
Privacy-friendly web vitals and traffic analytics built into Vercel deployments.
Cloudflare Web Analytics
Free, privacy-first web analytics that runs without client-side scripts.
Tiny, privacy-respecting visitor counter for indie websites and blogs.
All-in-one open source insight tool for website analytics, uptime and server status.
Open-source, privacy-friendly analytics for desktop and mobile apps.
Privacy-first product analytics for app developers with anonymous telemetry.
Open-source alternative to Mixpanel with web and product analytics combined.
Privacy-focused analytics with environmental impact tracking for websites.
LogSnag
Event tracking for indie hackers. Pings your phone when a user signs up or pays. Beats wiring up custom Slack hooks.
Compare Analytics Tools
Head-to-head comparisons to help you decide.
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