Subscription Analytics Software

Tools listed: 17

Subscription analytics software turns raw billing events into the metrics a recurring-revenue business is actually judged on: MRR, ARR, churn, retention, ARPU, and customer lifetime value. Billing systems like Stripe record transactions but do not normalize upgrades, downgrades, refunds, currency differences, and plan changes into consistent investor-grade numbers — that normalization is the core job of this category. Most tools connect to one or more billing sources, compute the metric set continuously, and add segmentation, cohort analysis, forecasting, and benchmarks against comparable companies. Pricing usually scales with your ARR rather than with seats, and the category runs from a genuinely free tier at one end to five-figure enterprise contracts at the other. Compare tools on data freshness, how many billing sources they can merge, and what their free or entry plan actually includes.

Mobile subscription infrastructure

Adapty

No-code paywall builder, A/B autopilot, and mobile revenue analytics on open-source SDKs.

Qonversion

Mobile purchase SDKs with revenue-judged paywall experiments and zero-lag analytics.

RevenueCat

The in-app purchase layer behind 130,000+ apps, with store-level subscription analytics included.

Superwall

Free subscription infrastructure with paywall experimentation billed at 1% of attributed revenue.

Standalone analytics

Baremetrics

Subscription metrics for Stripe-first startups, with Recover and Cancellation Insights add-ons for churn.

ChartMogul

Subscription analytics that normalizes billing data into investor-grade MRR, churn, and LTV.

ProfitWell Metrics

Free subscription analytics — MRR, churn, and LTV reporting funded by Paddle's paid products.

Putler

Revenue-metered analytics that stitches 17 payment and store integrations into one subscription dashboard.

SaaSGrid (now Grid)

SaaS metrics, billing, and planning from the team that built Craft Ventures' internal dashboard.

ScaleXP

Ledger-first SaaS metrics, revenue recognition, and board packs for UK and European finance teams.

Subscript

Subscription analytics, billing, rev rec, and A/R automation built for sales-led B2B SaaS.

Billing platforms with bundled analytics

Chargebee

Full-stack subscription billing whose bundled RevenueStory layer ships 150+ ready-made analytics reports.

Lago

Open-source usage-based billing and metering with built-in revenue analytics, self-hosted or cloud.

Maxio

Billing, revenue recognition, and SaaS metrics in one system of record for B2B SaaS.

Recurly

Enterprise subscription billing platform with analytics, benchmarks, and payment recovery built on its own billing data.

Zuora

Enterprise quote-to-cash platform spanning billing, revenue recognition, and subscription monetization.

Retention

Churnkey

Cancel-flow and payment-recovery tooling that fights churn at the moment it happens.