Baremetrics vs Evidence: Which Is Better in 2026?
A side-by-side comparison of Baremetrics and Evidence, two analytics tools — what each does, who it's best for, and how to choose between them.
Baremetrics
Subscription analytics that turn your billing data into clear SaaS metrics — MRR, churn, LTV — with zero setup.
- Category
- Analytics
- Rating
- Not yet rated
- Best for
- subscription analytics, SaaS metrics, MRR
Evidence
An open-source, code-based BI tool that builds polished data reports and dashboards from SQL and Markdown.
- Category
- Analytics
- Rating
- Not yet rated
- Best for
- business intelligence, open source, SQL
| At a glance | Baremetrics | Evidence |
|---|---|---|
| What it is | Subscription analytics that turn your billing data into clear SaaS metrics — MRR, churn, LTV — with zero setup. | An open-source, code-based BI tool that builds polished data reports and dashboards from SQL and Markdown. |
| Category | Analytics | Analytics |
| Type | Software | Software |
| Best for | subscription analytics, SaaS metrics, MRR, revenue | business intelligence, open source, SQL, reports |
What is Baremetrics?
Baremetrics is a subscription analytics platform that turns a SaaS business's billing data into clear, insightful metrics and dashboards — like monthly recurring revenue, churn, lifetime value, and growth — with minimal setup. Understanding the health of a subscription business requires tracking specific metrics that aren't easy to calculate from raw billing data, and many founders end up with messy spreadsheets or no clear view of how their business is really doing. Baremetrics connects to your payment provider and instantly surfaces these key metrics in beautiful, easy-to-understand dashboards, giving SaaS founders and teams immediate clarity on their numbers.
The platform integrates with billing and payment systems and automatically calculates and displays the metrics that matter for subscription businesses: MRR and its movements, churn (both customer and revenue), average revenue per user, lifetime value, growth trends, and more. It presents these in clean dashboards and reports, surfaces insights about what's driving changes, and can include forecasting and tools to recover failed payments and reduce churn. Because it works largely automatically from your existing billing data, it requires little setup, letting founders go from no clear metrics to a comprehensive, real-time view of their subscription business almost instantly.
Baremetrics is used by SaaS founders, subscription businesses, and their teams who want clear, accurate insight into their key metrics without building analytics themselves. The value is instant clarity on subscription health: it transforms raw billing data into the meaningful metrics that reveal how a SaaS business is really performing, helping founders understand growth, spot churn problems, and make informed decisions. Because these metrics are central to running and growing a subscription business but tedious to calculate manually, having them surfaced automatically and clearly is genuinely valuable. For SaaS businesses that want to understand and improve their numbers without the hassle of building their own analytics, Baremetrics offers a clear, well-regarded solution.
What is Evidence?
Evidence is an open-source, code-based business intelligence tool that lets data teams build polished reports, dashboards and data products using just SQL and Markdown. It takes a refreshingly different approach from traditional drag-and-drop BI: instead of clicking through a GUI to build charts, you write SQL queries and Markdown, and Evidence renders beautiful, interactive data reports — bringing the benefits of software engineering, like version control, code review and reproducibility, to analytics and reporting.
The workflow is elegant for technical analysts. You write SQL to pull and shape your data, then write Markdown with simple components to lay out narrative text, charts, tables and interactive elements. Evidence turns this into a clean, professional web report or data app that updates as your data does. Because everything is code, your reports live in a git repository — they can be reviewed, versioned, tested and collaborated on like any software project, which brings rigor and maintainability that point-and-click BI tools struggle to provide.
This code-first philosophy resonates strongly with the modern, engineering-minded data community. It's ideal for building things like recurring reports, internal data products, metrics narratives and customer-facing analytics, where you want polish, consistency and the ability to manage reports as code. As open source, Evidence can be self-hosted and customized freely, avoiding lock-in, with options for easier hosting too. It fits naturally alongside tools like dbt in the modern data stack. For data analysts and engineers who are comfortable with SQL and want to build elegant, maintainable, version-controlled reports and dashboards — and who find traditional BI tools clunky or hard to govern — Evidence offers a powerful, developer-friendly and genuinely modern approach to turning data into clear, shareable insight.
Baremetrics vs Evidence: which should you choose?
Baremetrics and Evidence both serve the analytics space, so the best choice depends on your priorities. Choose Baremetrics if you want Subscription analytics that turn your billing data into clear SaaS metrics — MRR, churn, LTV — with zero… Choose Evidence if you want An open-source, code-based BI tool that builds polished data reports and dashboards from SQL and Markdown.The smartest move is to try each one's free tier or trial on a real task — that's the fastest way to feel the difference and pick the tool you'll actually stick with.
Frequently asked questions
Is Baremetrics better than Evidence?
It depends on what you need. Baremetrics is Subscription analytics that turn your billing data into clear SaaS metrics — MRR, churn, LTV — with zero setup. Evidence is An open-source, code-based BI tool that builds polished data reports and dashboards from SQL and Markdown. Both are analytics tools, so the right pick comes down to your specific priorities, budget and workflow.
What's the main difference between Baremetrics and Evidence?
Baremetrics focuses on Subscription analytics that turn your billing data into clear SaaS metrics — MRR, churn, LTV — with zero setup. while Evidence focuses on An open-source, code-based BI tool that builds polished data reports and dashboards from SQL and Markdown. Read the full breakdown above and check each tool's site for current features and pricing.
Can I use both Baremetrics and Evidence?
In many cases, yes — teams often use complementary tools together. Whether it makes sense depends on overlap in functionality and your budget. Try the free tier or trial of each to see how they fit your stack before committing.
Which is cheaper, Baremetrics or Evidence?
Pricing changes often, so check each tool's pricing page for the latest. Many tools offer a free tier or trial, which is the best way to evaluate value for your specific usage before you pay.