- Product names that have moved on
- Three sources for your numbers
- Tools that read your billing data
- Billing platforms with reporting built in
- Dashboard tools that pull from everywhere
- Every option on one page
- Which number do you need first?
- My advice on where your numbers should live
- Connect one data source and compare
- Frequently asked questions
The quickest way to get MRR, churn and revenue numbers without spreadsheets is a tool that reads your billing system directly, or a billing platform that reports on itself. General dashboards come next, once you need those numbers beside other data. Check every product's current name too, because a few have changed and older reviews lag behind.
Before you read a single comparison, check the date on it. Here are nine ways to see MRR, churn and revenue without a spreadsheet, in no particular order, grouped by where each tool gets its numbers from.
Product names that have moved on
Two well-known names in subscription reporting have shifted. At the time of writing, saasoptics.com says SaaSOptics is now Maxio, and profitwell.com redirects to Paddle's site. That's why neither old name appears as a separate entry here.
This matters more than it sounds. A review that's more than a year old may describe a product that no longer sells under that name, with different plans, a different sales team and a different roadmap. If a blog post recommends a tool, type its address into your browser and see where you land before you book a demo.
There's a second thing those reviews often blur: some tools read your billing system and report on it, while others are the billing system and report on themselves. Same charts, very different decision.
Three sources for your numbers
| Tool | Where the numbers come from | Good for |
|---|---|---|
| Baremetrics | Reads your billing data | Subscription metrics with cancellation insights |
| Chargebee | Billing platform that reports | Billing and revenue operations in one place |
| ChartMogul | Reads your billing data | Subscription analytics, engagement and benchmarks together |
| Databox | General dashboard | Automated client and team reporting |
| Geckoboard | General dashboard | KPIs on a TV screen or in Slack |
| Klipfolio | General dashboard | Automated data retrieval into dashboards |
| Maxio | Billing platform that reports | B2B billing with financial reporting |
| Metabase | General dashboard | Open-source analytics on your own business logic |
| Recurly | Billing platform that reports | Billing with failed-payment recovery and churn reporting |
Tools that read your billing data
These sit on top of the system that already charges your customers. Baremetrics offers subscription analytics and insights built from your billing data, and its pages also mention recovery and cancellation insights and financial forecasting.
ChartMogul describes subscription analytics that combine analytics, engagement and benchmarks in one view, and it calls itself the Bloomberg of SaaS. That's the vendor's line, not mine. It lists a free trial, and its page says many customers on its higher plan started out on a free plan.
This route suits you if you're happy with how you bill and simply want the numbers. You connect, wait for the history to load, and the charts appear.
Billing platforms with reporting built in
If you're still choosing how to bill, or your current setup is creaking, you might get the metrics as part of the billing platform itself. Chargebee covers billing and revenue operations for SaaS and AI companies. Recurly manages plans, billing, failed-payment recovery and churn reporting in one platform. The renamed SaaSOptics product is the third here, offering billing and financial reporting for B2B SaaS and AI businesses.
The upside is one source of truth: the system that sends the invoice is the one counting the revenue. The downside is that switching billing is a much bigger job than adding an analytics tool, so don't do it just to get a nicer chart.
Dashboard tools that pull from everywhere
General dashboards don't specialise in subscriptions, but they'll put revenue next to sales, support and marketing numbers. Databox is an analytics platform for agencies and teams with automated client reporting, and it has a free plan. Geckoboard builds KPI dashboards from live data in tools like HubSpot, Zendesk and Salesforce, made for TVs and Slack.
Klipfolio automates data retrieval and presentation, which the vendor sums up as spreadsheet-style power with dashboard clarity. Metabase is an open-source analytics tool that grounds answers in your own metrics and business logic, so it suits teams with someone comfortable writing queries.
Dashboards are only as good as what you feed them. If you go this way, you'll usually still need one of the first two groups underneath. There's more on this side in my guide to dashboard software.
Every option on one page
Listed A to Z, one line each.
Baremetrics
Best for: Subscription businesses wanting metrics and insights from their billing data, plus recovery and cancellation insights and forecasting.
Chargebee
Best for: SaaS and AI companies looking for billing and revenue operations on one platform, with reporting sitting next to the invoices.
ChartMogul
Best for: Founders who'd like subscription analytics, engagement data and benchmarks in one view, from a vendor calling itself the Bloomberg of SaaS.
Databox
Best for: Agencies and teams producing automated client reporting, with a free plan for one user and three data sources.
Geckoboard
Best for: Teams putting live KPIs on an office TV or into Slack, pulled from tools like HubSpot, Zendesk and Salesforce.
Klipfolio
Best for: Analysts who want dashboards that fetch and present data automatically, with what the vendor calls spreadsheet-style power.
Want AI doing the heavy lifting in your marketing?
I build the systems that handle the boring 80 percent, so you get your week back. Done properly, with the human kept in.
Maxio
Best for: B2B SaaS and AI businesses needing billing and financial reporting together on one platform.
Metabase
Best for: Data-minded teams wanting open-source analytics that ground answers in their own metrics and business logic.
Recurly
Best for: Subscription companies managing plans, billing, failed-payment recovery and churn reporting in a single platform.
Which number do you need first?
Most founders say they want everything, then look at two numbers. Work out which two you'll check every week and choose the tool that gets those right.
MRR, monthly recurring revenue, is what your subscriptions bring in each month once you strip out one-off charges. It tells you whether the business is growing. Churn is the share of customers, or of revenue, that leaves in a period. It tells you whether growth is leaking out of the bottom.
If revenue is what you report to investors or the board, start with a tool that reads billing data cleanly and shows MRR movements: new, expansion, contraction and cancellations. If churn is what keeps you up at night, look at the tools that add recovery and cancellation insights, and pair them with churn reduction tools that act on what you learn.
And if what you need is revenue next to everything else the company tracks, that's a dashboard job.
My advice on where your numbers should live
Keep the billing system as the source of truth and don't fight it. If your billing works, add a tool that reads it. If your billing is the problem, fix that first and take the reporting that comes with it. Only reach for a general dashboard once the subscription numbers are right, because a dashboard can't correct a wrong MRR, it just displays it on a bigger screen.
For anything that feeds your accounts or tax returns, ask your accountant which reports they'll accept from these tools. Metrics software doesn't replace your bookkeeping.
Connect one data source and compare
- Choose one billing account or one payment processor as your only data source for the trial.
- Connect it to two tools from the same group, so the comparison is fair.
- Wait for each to import your history, and note how long that took.
- Compare the MRR each tool shows for a closed month against what your own records say for that month.
- Check how each one counts a customer who downgraded, paused or came back.
- Pick the tool whose numbers you can explain to someone else without hedging.
One source, two tools, one month of numbers you already know. Any gap shows up quickly.
Do you make SaaS metrics or subscription analytics tools? Tool makers can ask to be considered for a featured place on this list.
Want your tool on this list? Featured spots and reviews here are paid partnerships. Here's how to partner with me.
Frequently asked questions
What's the difference between MRR and revenue?
MRR counts only the recurring part of what subscriptions bring in each month. Total revenue also includes one-off charges such as setup or services, so it can move for reasons that say nothing about growth.
Do I need a separate SaaS metrics tool if my billing platform has reports?
Not always. Some billing platforms include churn and revenue reporting. A separate tool helps when you want deeper subscription analysis or when your billing reports don't answer your questions.
Why do two tools show different MRR for the same month?
They can treat discounts, refunds, pauses, annual plans and exchange rates differently. Check each tool's definitions and compare them with your own records before you trust either.
What happened to SaaSOptics and ProfitWell?
At the time of writing, saasoptics.com says SaaSOptics has a new name, and profitwell.com redirects to Paddle's site. Check the vendor's current site before relying on an older review.
Can a general dashboard tool calculate churn?
It can display churn if you feed it the right data, but it usually depends on a billing or subscription analytics source underneath to calculate it reliably.
