Best Subscription Analytics Software in 2026 (By Billing Stack)

2.

ChartMogul

Best for consolidating several billing sources

ChartMogul is the camp's heavyweight: it merges Stripe, Paddle, Chargebee, Recurly, app stores and more into one normalized MRR figure, free until $120K ARR.

When revenue arrives from more than one system, ChartMogul stops being one option among several and becomes the shortlist. Its whole design assumes messy, mixed billing: 25+ source integrations feed a normalization engine, and the cohort and segmentation tooling on top is the deepest in the pure-analytics camp. A built-in CRM ties revenue data to deals, which none of its direct rivals attempt.

The free plan under $120K ARR (3 team members, 1 billing source) is the most generous on-ramp here, and a Startup Program takes $50/month off any paid plan for 12 months for qualifying early-stage companies, per the pricing page.

Two things to price in. Freshness: ChartMogul's help docs describe Stripe data as realtime with a roughly 10-minute processing window, and other sources sync hourly or slower. And the slider: paid pricing scales with your ARR band, Starter from $69 to $849/month billed monthly ($59 to $699 on annual billing), and their FAQ confirms the plan auto-upgrades as your ARR grows. Crossing a band raises your bill without anyone clicking anything.

G2 reviewers have flagged repeated price rises over the years, and some mention sync discrepancies against the source billing system that needed manual reconciliation. Neither is disqualifying; both belong in the spreadsheet before you commit.

3.

Baremetrics

Best for shipped dunning alongside the dashboard

Baremetrics is the camp's veteran, and the only pure analytics layer here with a real, shipped failed-payment recovery product attached.

Running since 2013, Baremetrics covers Stripe, Braintree, Chargebee, Recurly, Google Play and App Store data, and its Recover add-on chases failed payments with campaigns that vendors half its age still have not built. Cancellation Insights, a second add-on, surveys churning customers on the way out. If dunning is part of why you want analytics, this entry is doing double duty.

The pricing model is flat per ARR band: Launch $75/month to $360K ARR, Growth $255 to $3.6M, Scale $1,152 above that, with a 35% annual discount that is the largest on this page. There is no free tier.

The trade-offs are documented rather than rumored. Baremetrics' own help center describes a 2-hour data sync cycle, so it is the slowest of the three paid pure-analytics tools here. Each add-on costs $129/month, which puts the full suite at base plus $258 and turns the $75 headline into $333 in practice. And mobile stops at an iPhone app; there is nothing on the Play Store as of July 2026.

For a team that wants one vendor for metrics, dunning and exit surveys, and checks the dashboard a few times a week rather than hourly, the package still holds together well.

4.

ProfitWell Metrics (by Paddle)

Best free dashboard if you bill through Paddle

ProfitWell Metrics is free, but in 2026 Paddle positions it as a product for Paddle billing customers, which changes who should shortlist it.

Paddle acquired ProfitWell for $200M in 2022 and has kept Metrics free ever since, as the analytics face of its billing platform. The dashboard itself remains solid: MRR, churn, LTV, ARPU and cohort views, plus benchmarking against a large panel of subscription companies, all at $0.

The qualifier is the direction of travel. Per Paddle's positioning as of 2026, Metrics is pitched to companies on Paddle billing, and development energy visibly flows toward the paid Paddle stack. Capterra reviewers describe an interface that has barely changed in years and support that is slow to respond, which is what maintenance mode looks like from the outside.

Freshness is batch, not live: Paddle's docs put manual and API-driven changes at up to 90 minutes before they reflect in dashboards. The iOS and Android apps exist, but reviewers on G2 and Capterra report payment alerts that fail to arrive.

The honest read: if you already bill through Paddle, use it, it is free and integrated. If you are on Stripe and choosing a long-term analytics home in 2026, the incentives are not pointed at you.

5.

Maxio

Best for B2B invoicing plus revenue recognition

Maxio is a billing and rev-rec platform whose metrics module rides along; buy it for the billing problem, never for the dashboard alone.

Maxio (the SaaSOptics and Chargify merger) opens the billing-suite camp because it is the one mid-market teams actually cross-shop against analytics tools. It handles usage-based billing, GAAP/IFRS revenue recognition and contract management, and its SaaS metrics reporting is genuinely respected on the finance side; it holds G2 Leader placements in multiple subscription-management categories.

The camp rule applies in full: you adopt Maxio by moving invoicing onto it, and the analytics then describe data Maxio already owns. Entry is $599/month for the Grow plan up to $100K MRR per Maxio's pricing page, with a custom-quoted Scale plan above that and implementation fees that may apply.

G2 and Capterra reviewers repeatedly describe long implementations for smaller companies and slow support resolution, and some report metric and invoice accuracy problems that took sustained vendor attention to fix. There are no mobile apps.

If your contracts have outgrown what Stripe alone can express (ramps, multi-year terms, milestone billing), Maxio is solving a problem no pure analytics layer touches. If you just want to watch MRR move, $599/month buys the wrong product.

6.

Chargebee (RevenueStory)

Best analytics you may already own

RevenueStory is Chargebee's built-in analytics module, and for existing Chargebee customers on the right plan it makes a separate analytics purchase unnecessary.

Per Chargebee's docs, RevenueStory ships 150+ ready-made reports covering MRR, churn, activations and payments, rendered as KPIs, charts, tables or cohorts, plus a Report Builder for custom reports, metric goals with alerts, and scheduled dashboard emails. As bolted-on analytics go, it is one of the more complete implementations in the billing-suite camp.

The catch is plan gating: Chargebee's documentation states RevenueStory is available only on the Performance and Enterprise plans. Chargebee's pricing page lists Starter as free up to $250K in cumulative billing (then a 0.75% overage fee) and Performance at $7,188/year for up to $100K of billing per month, so the analytics module effectively starts at $599/month worth of billing platform.

That math writes the recommendation for you. Already on Performance or Enterprise? Open RevenueStory before paying anyone else; the reports read your live billing data with no integration to maintain. On Chargebee Starter, a pure analytics layer that connects to Chargebee (ChartMogul, Baremetrics) is far cheaper than upgrading plans for the reports.

And nobody should migrate their billing onto Chargebee to obtain analytics. That is the camp-crossing mistake this page exists to prevent.

7.

Recurly

Best for enterprise billing with analytics included

Recurly bundles subscriber analytics into an enterprise-leaning billing platform, with the deeper reporting reserved for its top plan.

Recurly's analytics section covers MRR, billings, recovered revenue and churn, with the churn analysis split into voluntary and involuntary causes, a distinction its dunning heritage earns honestly. Per docs.recurly.com, the dashboards update dynamically and the churn tooling benchmarks you against other Recurly merchants.

Pricing follows the billing-suite pattern with a percentage twist. Per Recurly's pricing page, Starter runs $249/month plus 0.9% of billing volume with the first $40K of monthly billings included; All-Access is quoted as "as low as" under 1% of billing volume, billed annually, with a $1M billing-volume minimum. The pricing page also places custom reporting and additional analytics in All-Access, so the fuller analytics story sits behind the bigger contract.

Two documented limits worth knowing: the analytics dashboards cover up to the past 18 months of data, and churn is not computed for subscriptions that have not spanned a full month, both per Recurly's own docs.

Same verdict shape as Chargebee: already on Recurly, use what you are paying for, and add a pure layer only if the 18-month window or report depth blocks you. Not on Recurly? Its analytics are not a reason to move your billing.

Zuora is enterprise monetization infrastructure (CPQ, billing, revenue recognition) whose reporting exists to serve that machinery, not to compete with dashboard tools.

Zuora sits at the far end of the billing-suite camp: it powers subscription operations for large enterprises, handling complex pricing catalogs, quoting and rev-rec compliance at a scale none of the other eight tools here addresses. It went private in a Silver Lake-led deal completed in early 2025.

Its reporting can slice revenue by subscription segment, geography or discount, but reviewers on G2 describe the built-in reporting as cumbersome and hard to customize, and the platform overall as requiring dedicated billing or RevOps expertise to run. That is not a knock on Zuora so much as a category note: the analytics is an instrument panel for the billing engine, not the product.

There is no published pricing; everything is quote-based, which reviewers note makes budgeting impossible without a sales cycle. Anyone reading a "best subscription analytics" list is almost certainly not Zuora's buyer, and we include it mainly so the camp map is complete.

If your company is large enough that Zuora is genuinely on the table, your analytics evaluation will run through a data warehouse and a BI team anyway.

9.

RevenueCat

Best for App Store and Google Play subscriptions

RevenueCat is the default infrastructure for mobile in-app subscriptions, and its bundled Charts are the analytics most app businesses should start with.

RevenueCat occupies a camp of one on this list. It is an SDK plus backend that handles App Store, Google Play and web purchase infrastructure (receipt validation, entitlements, paywalls, experiments), and analytics comes bundled: charts for MRR, active subscriptions, trial conversion, churn and cohort retention across both stores in one place. Pure web-analytics tools cannot see this data at all; app-store revenue does not flow through Stripe subscriptions.

Pricing, per revenuecat.com/pricing as of July 2026, is free up to $2,500 in monthly tracked revenue, then 1% of what you track, with custom Enterprise deals above that. Simple, but it compounds: 1% is $500/month at $50K MTR and $1,000 at $100K, more than any pure analytics layer charges at the same revenue. You are paying for the purchase infrastructure, though, not the charts.

Freshness improved materially with Charts v3: per RevenueCat's docs, most subscription metrics now update in real time as events arrive, with some metrics (and larger accounts) cached for 1 to 2 hours.

When to pair it with something else: if you run web billing through Stripe alongside the apps, RevenueCat's charts cover what it processes, so hybrid businesses usually end up with RevenueCat for store revenue plus a web-side tool, reconciling totals in a spreadsheet or warehouse. Pure mobile apps rarely need anything beyond the built-in charts.