Most guides to the best Stripe analytics platforms open the same way. They tell you Stripe's reporting cannot do churn analysis, cohorts, lifetime value or net revenue retention, then sell you a replacement. Stripe's documentation contradicts that.
Getting this right changes the question. You are not shopping for a dashboard to fill a void. You are deciding which Stripe reporting boundary you have hit, and only four are worth crossing.
This comparison covers eight platforms. Four are Stripe's own, including two no competing article for this query mentions. Four are third-party tools, each assessed on the boundary it removes. Sections run by buyer segment, smallest first, and the order is not a ranking.
Every platform was judged on the same four questions. Which Stripe reporting gap does it close? Is its pricing published and datable? Are its limitations documented by the vendor rather than inferred from review sites? And is a Stripe account on its own enough to make the product useful?
Pricing and limitations were verified against each vendor's own pricing page or product documentation on September 18, 2026. Where a pricing page renders in local currency rather than US dollars, the pricing structure is published here and the dollar figure is left out.
Three products considered for this article were excluded. Chartsy publishes no plan prices, so no starting price could be recorded with a date. StripeReport and Mowt could not be corroborated beyond their own marketing, and a platform that nobody independent has ever checked does not belong in a comparison like this one.
Stripe Billing analytics is more capable than this category credits. Stripe's subscription analytics documentation, checked on September 18, 2026, describes MRR decomposition, churn rate, churned revenue, ARPU, subscriber lifetime value, trial conversion and cohort retention, all inside the Dashboard with nothing else attached.
Per Stripe's Billing analytics documentation, the Dashboard natively produces:
The NRR claim is the one to be precise about. Stripe does not publish a headline net revenue retention figure. It does publish revenue retention by cohort that can rise above 100%, which is not one number and is a long way from nothing.
MRR treatment is configurable too. You choose whether discounts are subtracted, and whether a subscriber counts as active at subscription start or at first payment.
Stripe's boundaries are documented as well, and they are far more specific than the sweeping claims made about them. Some are quirks you work around once you know they exist. Four are structural, cost money to close, and are the only honest reasons to add a vendor.
From Stripe's analytics documentation, as of September 18, 2026:
Those collapse into four buying gaps, and every platform below is assessed on which one it closes:
These eight platforms are ordered by the buyer each one suits, starting with the smallest. The price column reflects what each vendor published on September 18, 2026, and the limitation column reflects what each vendor documents itself, not what reviewers report about it.
| Platform | Best for | Standout capability | Starting price (as of September 18, 2026) | Main limitation |
|---|---|---|---|---|
| Stripe Billing analytics | Stripe-only teams, zero setup | MRR movement, churn, LTV, cohort retention | Included with Billing, from 0.7% of volume | Stripe data only; no metered MRR |
| ProfitWell Metrics | Founders with no budget | Free MRR, churn and LTV with benchmarks | Free | Churn counted at period end, not cancellation |
| Stripe Sigma | Teams with SQL skills | SQL and AI-assisted queries on Stripe data | Usage-based, tiered by monthly charge volume | Raw data, not normalised metrics |
| Baremetrics | Mid-market usage-based pricing | Metered revenue tracked as Usage Revenue | $49/month (Launch, annual discount) | Two-hour refresh; usage billing Stripe-only |
| ChartMogul | Stripe plus other providers | Up to 15 billing sources, one model | Free under $120K ARR; Pro from $1,188/year | 2,000-invoice import cap; annual billing |
| Stripe Data Pipeline | Warehouse-first teams | Managed sync into Snowflake, BigQuery, Databricks | Usage-based, tiered by monthly charge volume | Three-hour refresh; raw data only |
| Stripe Revenue Recognition | Finance teams under ASC 606 | ASC 606 accounting and AR ageing | Usage-based, tiered by recognised revenue | Accounting output, not metrics |
| Putler | Subscriptions plus one-off sales | One view across 17+ sources | $20/month up to $10K revenue | Priced on revenue; thin on subscriptions |
Stripe Billing analytics is the subscription reporting built into the Stripe Dashboard for any business running Stripe Billing. It calculates metrics from live Stripe data with nothing to install and nothing to sync, and it is the right starting point when all revenue flows through Stripe.
It decomposes MRR growth into new, expansion, contraction, churn, reactivation and FX adjustment, then reports churn rate, churned revenue, ARPU and subscriber LTV.
Included with Stripe Billing: 0.7% of billing volume pay-as-you-go, or a fixed monthly fee with 0.67% above the cap, per Stripe Billing pricing as of September 18, 2026.
Businesses running entirely on Stripe Billing, whose question is what happened to MRR last month.
ProfitWell Metrics is Paddle's free subscription analytics product. It connects to Stripe and returns MRR, churn, customer lifetime value, upgrades, downgrades and cohort reports at no cost, benchmarked against a large panel of subscription companies. It is the zero-budget option here.
Beyond core metrics it adds customer health scores, activity monitoring and revenue per customer. It also reads Chargebee, Braintree, Zuora and Recurly, partly closing the consolidation gap at no cost.
Free, as of September 18, 2026, per Paddle's ProfitWell Metrics page.
Founders who need defensible MRR and churn with no budget line, and accept numbers that will not tie out to Stripe.
Stripe Sigma is an interactive SQL environment inside the Stripe Dashboard, running read-only across the Stripe data model of payments, subscriptions, customers and payouts. An AI assistant turns a plain-English question into the query, so it is not only for engineers.
You can save queries, schedule recurring reports to inboxes, publish them into the Dashboard, and group them into metric groups.
Usage-based, tiered by monthly charge volume, with breakpoints at 250, 2,500, 10,000 and 25,000+ charges, a per-charge overage and a 30-day trial, per Sigma pricing, as of September 18, 2026.
Teams with a SQL-capable person and questions the Dashboard cannot answer, who would rather query Stripe than reconcile another tool.
Baremetrics is a subscription analytics platform reading Stripe and eleven other billing and accounting sources, turning them into MRR, churn, LTV, forecasting and segmentation. Baremetrics publishes this article and is assessed on the same criteria, so the cons below are the part worth reading closely.
It handles Stripe usage-based billing as a first-class case. Per Baremetrics' help centre, metered billing is excluded from MRR by default, can optionally be included, and is tracked as a separate Usage Revenue metric. As of September 2026 the team is actively working on a combined revenue metric that allows users to toggle Usage, One Off and Recurring Revenue on the one graph
Launch $49/month to $360K ARR (they do have a free tier for new startups), Growth $255/month to $3.6M ARR, Scale $1,152/month above, per Baremetrics pricing with the annual discount, as of September 18, 2026.
Mid-market Stripe businesses with metered or hybrid pricing, where leaving usage revenue out of MRR distorts things. Also for businesses that may be expnding into new territories and need to layer Stripe with Google, Apple or any other subscription management platform. Try for free.
ChartMogul normalises several billing sources into a single revenue model, with five sources on Pro and fifteen on Enterprise, and unlimited team members on both plans. It is the answer when Stripe is one of several places revenue arrives rather than the only one.
It pushes into warehouses including Snowflake and BigQuery, and pulls CRM context from HubSpot and Segment. Our guide gives a closer look at ChartMogul's features and limitations.
A free tier under $120K ARR on request. Pro runs $1,188 to $14,388 per year billed annually, scaling with ARR to $10M, and Enterprise from $19,900, as of September 18, 2026. The Starter tier other listicles quote is gone.
Teams whose revenue arrives through Stripe and another provider, and who need one revenue model.
Stripe Data Pipeline is Stripe's own managed route into a data warehouse. It sends all Stripe data and reports into Snowflake, Redshift, BigQuery or Databricks, or into Amazon S3, Google Cloud Storage or Azure Blob Storage, with no ETL vendor.
Usage-based, tiered by monthly charge volume with a per-charge overage, breakpoints at 1,000, 2,500, 10,000 and 25,000+ charges, plus a 30-day trial, per Data Pipeline pricing, as of September 18, 2026.
Teams already running a warehouse and a BI tool. Our guide on whether to build your own SaaS metrics dashboard or buy one covers this.
Stripe Revenue Recognition produces ASC 606 and IFRS 15 compliant accrual accounting inside Stripe. It generates income statements, balance sheets, revenue waterfall charts showing booked against recognised revenue, trial balances, journal entry summaries and receivable ageing for past reporting dates.
It answers the finance question the metrics tools deliberately do not: what revenue you may recognise, and when. Non-Stripe transactions import by CSV.
Usage-based, tiered by monthly recognised revenue, plus 0.25% above the lowest tier and 0.2% above every other tier, with a 30-day trial, per Revenue Recognition pricing as of September 18, 2026.
Finance teams closing books under ASC 606. For the alternative, see how Stripe compares with Maxio for billing and revenue recognition.
Putler pulls Stripe together with PayPal, Braintree, WooCommerce, Shopify, BigCommerce, eBay and Etsy into one view, with deduplication and currency handling. It suits a Stripe account carrying both recurring and one-off revenue, which the rest of this list is not built around.
It reads a mixed Stripe balance as one business rather than two. Seventeen or more integrations plus an inbound API put marketplace sales, one-time purchases and subscriptions together.
Metered on monthly revenue: $20/month up to $10K, $50 for $10K-$30K, rising to $2,250 for $3M-$5M, per Putler's pricing page as of September 18, 2026.
Stripe accounts where subscriptions sit alongside one-time or marketplace sales, and the question covers everything.
Start from the gap, not the vendor. Stripe Billing analytics already covers MRR movement, churn, lifetime value and cohort retention, so the only sound reason to buy is one of the four boundaries above. Work out which one you have genuinely hit before you compare a single feature list.
If you are unsure what the dashboard itself should show, our library of SaaS metrics dashboard examples and templates is a good place to start.
Yes. Stripe Billing analytics reports MRR growth, churn rate, churned revenue, ARPU, subscriber lifetime value, trial conversion and retention by cohort inside the Dashboard. Per Stripe's analytics documentation, checked September 18, 2026, MRR growth splits into new, expansion, contraction, churn, reactivation and FX adjustment. The real limits are narrower: metered products are excluded, and it reports Stripe data only.
Look for the specific gap it closes in your reporting, then check that its pricing is published and its limitations documented by the vendor. Four gaps are worth paying for: consolidating outside revenue, tracking usage-based revenue, recovering failed payments, and warehouse modelling. Check how each tool defines churn, because one difference there makes two dashboards disagree permanently.
There is no single best platform, because the right one depends on which reporting boundary you have hit rather than which tool has the most features. A Stripe-only business with recurring pricing often needs nothing beyond Stripe Billing analytics. Two billing providers point to ChartMogul, metered revenue to Baremetrics, a warehouse to Stripe Data Pipeline.
In payments Stripe competes with providers including PayPal and Braintree, and in subscription billing with merchants of record such as Paddle, which owns ProfitWell Metrics. That matters for one reason: your analytics choice follows your processor. ProfitWell Metrics is free and reads Stripe, but is built by a Stripe competitor. Run two processors and consolidation becomes decisive.
For purely subscription metrics, Stripe Billing analytics, Baremetrics or ChartMogul fit. If your Stripe balance mixes recurring and one-time sales, Putler is built for that shape. Subscription tools model a lifecycle, so one-time and marketplace revenue lands in a catch-all bucket. An all-recurring account does better elsewhere.
If yes, this is the consolidation gap, and it rules out Stripe's first-party stack entirely, since Billing analytics, Sigma and Data Pipeline all report Stripe data only. ChartMogul normalises five billing sources on Pro and fifteen on Enterprise. Baremetrics reads twelve, including PayPal and Paddle. ProfitWell Metrics covers Chargebee, Braintree and Recurly free.