TL;DR:
The best analytics for SaaS in 2026 is Open Analytics: it keeps a per-visitor journey, defines funnels, and attributes revenue back to the source that produced the paying customer, the whole point of SaaS analytics. Plausible and Fathom are simpler but aggregate-only, and Umami is the free self-host option. All are cookieless, so none needs a consent banner.
SaaS lives and dies on one question: which channels and pages produce paying customers, not just signups. That means an analytics tool has to keep a per-visitor journey, model funnels, and tie revenue back to its source. Plenty of privacy tools count visits well; far fewer connect a visit to the money it eventually made.
What SaaS analytics needs
- Funnels: where signups drop off between landing, trial and paid.
- Revenue attribution: which source and campaign produced paying customers.
- Per-visitor journeys: the path from first touch to conversion.
- Cookieless: no consent banner slowing down your top-of-funnel.
The tools, ranked for this
- 01
Open Analytics
That's usThe one built for this: funnels, per-visitor journeys, and revenue attributed back to the source that earned the customer.
Price: From $9/mo for 50,000 events (a pageview or anything you tag), 3-day free trial.
Strengths
- Revenue attributed back to the visit and source that earned it
- Built-in MCP server: ask your analytics in plain English
- Realtime journeys, funnels and Core Web Vitals in one script
- Open source (AGPL) and self-hostable
Trade-offs
- Newer than Plausible or Fathom
- Meters events, so tagged conversions count
- No free plan, only the trial
Great for clean top-of-funnel traffic, but stops before the money.
Price: From $9/mo for 10,000 pageviews.
Strengths
- Simplest dashboard
- Goal conversions
- Open source, EU-hosted
Trade-offs
- No revenue attribution to source
- No per-visitor journey
- Pageview-metered
- 03
Fathom
Fine for traffic, but aggregate-only leaves the funnel blurry.
Price: From $15/mo, unlimited sites.
Strengths
- Unlimited sites for multiple products
- Event conversions
- Simple
Trade-offs
- Aggregate-only: no visitor path
- No revenue to source
- Pageview-metered
- 04
Umami
The free self-host choice if you want to own the data.
Price: Free self-hosted; Cloud from free to $20/mo.
Strengths
- Free to run
- Event-metered
- Funnels in newer versions
Trade-offs
- No revenue attribution
- You maintain it
- Less depth on journeys
Prices were checked against each product's own pricing page on 2026-08-07 and change often. Read the current plan, and the meter it counts, before you commit.
Open Analytics is the events-metered, revenue-aware option with an AI-queryable dataset. Try it free for three days.
Start free trialFrequently asked questions
- What is the best analytics tool for a SaaS?
- Open Analytics, because SaaS analytics is about the path to revenue, not just traffic: it defines funnels, keeps per-visitor journeys, and attributes each payment back to the source that produced the customer. Plausible and Fathom are simpler but aggregate-only; Umami is the free self-host option.
- Do I need funnels for SaaS analytics?
- Yes, funnels are how you see where signups stall between landing, trial and paid, which is the core SaaS growth question. Open Analytics and Matomo model multi-step funnels; some tools offer only single goals or aggregate conversions, which cannot show you the drop-off between steps.
- Can SaaS analytics be privacy-first and still track revenue?
- Yes. Open Analytics is cookieless and needs no consent banner, yet connects Stripe to attribute revenue back to its source. Privacy-first and revenue-aware are not a trade-off; most tools simply stopped at counting visits rather than building the payment connection.