US PRODUCT RESEARCH

Stripe

Payment infrastructure for hosted checkout, custom integrations and recurring revenue.

Checked Oct 15, 2026 · 14 official sources · Desk research

Payment Processing

A GOOD FIT WHEN

Businesses wanting developer flexibility alongside no-code payment options.

Hosted and embedded checkout
Broad payment-method support
Detailed developer and finance tools

LOOK MORE CLOSELY WHEN

You expect every billing, tax and risk product in the base card rate.

Multiple product fee schedules
International and conversion extras
Custom flows need engineering ownership

CATEGORY-SPECIFIC EVIDENCE

Capabilities, controls and depth.

Scores combine core capabilities and workflow depth. Full support earns full points; limited support earns half. Unverified features create a range, and paid-plan requirements are shown in the evidence. How scoring works →

Payment Processing · 28 features

84–100/100 documented fit

Core capabilities32 / 32 pts10/10 checks with established status

Workflow depth52.3–68 / 68 pts12/18 checks with established status

Show checksShowing fewer rows does not change the score.

Payment Processing · 28 weighted capability checks
Feature / weight	Support, evidence & points
Core capabilityOnline payment checkoutAccept a customer payment through a hosted or integrated checkout. 4.8 points maximum	Supported4.8 / 4.8 pts Hosted Checkout and Payment Links support online collection. Official documentation · Oct 15, 2026Source
Core capabilityCards plus alternative methodsOffer card acceptance and at least one supported wallet or bank-payment method. 4.8 points maximum	Supported4.8 / 4.8 pts Cards and multiple alternative payment methods are documented. Official documentation · Oct 15, 2026Source
Depth checkPartial refundsRefund less than the original payment and retain the remaining balance. 7.2 points maximum Ask for a demonstration Refund one item from a multi-item payment and show the remaining refundable amount. A scenario to run with the supplier; not a completed product test.	Supported7.2 / 7.2 pts The Refunds API supports repeated partial refunds up to the original total. Official documentation · Oct 15, 2026Source
Depth checkCustomer authentication controlsSupport an additional cardholder authentication flow such as 3D Secure. 7.2 points maximum Ask for a demonstration Run a payment that requires cardholder authentication and show the resulting status. A scenario to run with the supplier; not a completed product test.	Supported7.2 / 7.2 pts The payment flow supports automatic or explicitly requested 3D Secure authentication. Official documentation · Oct 15, 2026Source
Core capabilityInvoice-based collectionCreate or send an invoice for customer payment. 3.2 points maximum	Supported3.2 / 3.2 pts Stripe Invoicing is separately priced from basic card processing. Official documentation · Oct 15, 2026Source
Core capabilityRecurring customer chargesSchedule repeat payments or subscriptions using stored payment credentials. 3.2 points maximum	Supported3.2 / 3.2 pts Subscription management uses the separately priced Billing product. Official documentation · Oct 15, 2026Source
Depth checkFailed recurring payment recoveryRetry a failed renewal or provide a recovery workflow for an unpaid recurring charge. 4.8 points maximum Ask for a demonstration Fail a renewal and show the retry or payment recovery sequence. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Subscription billing supports retries and configured handling after retries are exhausted. Official documentation · Oct 15, 2026Source
Depth checkStop or pause recurring billingCancel or suspend future recurring charges without erasing payment history. 4.8 points maximum Ask for a demonstration Stop a subscription and show its history and next-charge state. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Subscriptions can cancel immediately or at the end of the billing period. Official documentation · Oct 15, 2026Source
Core capabilityTransaction-level reportsInspect payment, refund and fee records for reconciliation. 3.2 points maximum	Supported3.2 / 3.2 pts Payment and balance reporting exposes transaction detail. Official documentation · Oct 15, 2026Source
Core capabilityPayout or settlement reportingConnect transactions with the settlement or payout reported by the provider. 3.2 points maximum	Supported3.2 / 3.2 pts Payout reconciliation reports connect activity with payouts. Official documentation · Oct 15, 2026Source
Depth checkGross, fees and net reconciliationInspect transaction or settlement records distinguishing gross collections, fees and net proceeds. 4.8 points maximum Ask for a demonstration Trace a payout to gross payments, fees and net proceeds. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Stripe financial reports expose payment, fee and balance activity. Official documentation · Oct 15, 2026Source
Depth checkDispute evidence workflowReceive a dispute and submit or manage supporting evidence through a supported workflow. 4.8 points maximum Ask for a demonstration Open a dispute and show where evidence and response deadlines are managed. A scenario to run with the supplier; not a completed product test.	Supported4.8 / 4.8 pts Disputes accept evidence through the Dashboard or API. Official documentation · Oct 15, 2026Source
Core capabilityPayment APICreate or manage payment transactions using a documented developer API. 2.4 points maximum	Supported2.4 / 2.4 pts Payment APIs and SDKs are documented. Official documentation · Oct 15, 2026Source
Core capabilityPrebuilt checkout or connectorsUse a prebuilt payment component, checkout or supported connector. 2.4 points maximum	Supported2.4 / 2.4 pts Hosted Checkout and prebuilt payment UI are available. Official documentation · Oct 15, 2026Source
Depth checkWebhook delivery recoveryDocument delivery retries or a supported way to recover failed event notifications. 3.2 points maximum Ask for a demonstration Make an event endpoint fail and show retry or replay behavior. A scenario to run with the supplier; not a completed product test.	Not verified0–3.2 / 3.2 pts The reviewed documentation does not establish this specific workflow: webhook delivery recovery. Not verified · Oct 15, 2026Source
Depth checkDuplicate payment request protectionUse a documented idempotency or duplicate-request mechanism when retrying payment requests. 4 points maximum Ask for a demonstration Submit the same payment request twice and show how duplication is prevented. A scenario to run with the supplier; not a completed product test.	Supported4 / 4 pts Idempotency keys preserve the response when a payment API request is retried. Official documentation · Oct 15, 2026Source
Core capabilityMachine-learning fraud screeningUse explicitly documented machine learning to assess payment fraud risk. 2.4 points maximum	Supported2.4 / 2.4 pts Radar explicitly uses machine learning to evaluate payment fraud risk. Official documentation · Oct 15, 2026Source
Core capabilityAI payment acceptance optimizationUse documented AI or machine learning to improve authorization, authentication or retry decisions. 2.4 points maximum	Supported2.4 / 2.4 pts The reviewed AI record documents payment-acceptance optimization; optional product fees can apply. Official documentation · Oct 15, 2026Source
Depth checkExplain machine-learning risk flagsExpose risk indicators, reasons or review context for a machine-learning risk decision. 3.2 points maximum Ask for a demonstration Open an ML-flagged transaction and show the information available to a reviewer. A scenario to run with the supplier; not a completed product test.	Supported3.2 / 3.2 pts Radar risk evaluation exposes risk levels and review context for transactions. Official documentation · Oct 15, 2026Source
Depth checkHuman control over AI risk handlingAllow a merchant to review, override or configure the handling of machine-learning risk decisions. 4 points maximum Ask for a demonstration Show how staff review or change the handling of an ML risk flag. A scenario to run with the supplier; not a completed product test.	Supported4 / 4 pts Radar supports review, allow lists and merchant rules alongside ML risk decisions. Official documentation · Oct 15, 2026Source
Depth checkMeasure AI risk-model false positives on labelled paymentsDemonstrate “Measure AI risk-model false positives on labelled payments” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Measure AI risk-model false positives on labelled payments” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkAuthorise now and capture funds laterDemonstrate “Authorise now and capture funds later” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Authorise now and capture funds later” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Supported2.5 / 2.5 pts An eligible PaymentIntent in requires_capture can be captured later, up to its capturable amount. PaymentIntents API; supported payment methods; authorisation remains subject to expiry and capture limits. Official documentation · Oct 21, 2026Source
Depth checkAccept a partial card authorisationDemonstrate “Accept a partial card authorisation” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Accept a partial card authorisation” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkIncrease an existing eligible authorisationDemonstrate “Increase an existing eligible authorisation” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Increase an existing eligible authorisation” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Supported2.5 / 2.5 pts Eligible uncaptured payments support requests to increase their authorised amount. PaymentIntents API; requires_capture and incremental_authorization_supported must be true; issuer approval and attempt limits apply. Official documentation · Oct 21, 2026Source
Depth checkRefresh network tokens after a card replacementDemonstrate “Refresh network tokens after a card replacement” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Refresh network tokens after a card replacement” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkConfigure the customer bank-statement descriptorDemonstrate “Configure the customer bank-statement descriptor” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Configure the customer bank-statement descriptor” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Supported2.5 / 2.5 pts Card charges can combine an account-level statement prefix with a transaction-specific suffix. Latin-character and length rules apply; dynamic suffixes are card-only; issuing banks control final display. Official documentation · Oct 21, 2026Source
Depth checkRestrict API keys to specified payment operationsDemonstrate “Restrict API keys to specified payment operations” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Restrict API keys to specified payment operations” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source
Depth checkTrace and resolve a failed merchant payoutDemonstrate “Trace and resolve a failed merchant payout” with a sample record; show the result, permissions and required plan. 2.5 points maximum Ask for a demonstration Demonstrate “Trace and resolve a failed merchant payout” with a sample record; show the result, permissions and required plan. A scenario to run with the supplier; not a completed product test.	Not verified0–2.5 / 2.5 pts This specific check has not been verified. Missing evidence does not mean the capability is absent. Ask for a demonstration in the proposed plan. Not verified · Oct 21, 2026Source

Compare in Payment Processing →

AI CAPABILITY CHECK

What does its AI actually do?

Native AI capabilities

Radar applies machine learning to payment risk; other optimization and dispute features have separate scope.

Official AI source

Documented capabilities

Fraud-risk detection
Payment acceptance optimization

Limits to check

Advanced risk features and custom pricing vary
Not a bookkeeping assistant

Understand the full price

Standard domestic online cards: 2.9% + $0.30 per successful transaction.

Billing basis: usage. Unit: successful domestic online card transaction. Currency: USD.

International cards and FX
Billing and advanced products
Disputes and instant payouts

Verify current pricing with the vendor

Integrations and deployment

APIs and SDKs
Stripe App Marketplace

Validate roles, export and retention against your own requirements; this profile is not a security certification.

US buying context

US product or US-facing official documentation reviewed. Confirm your required edition and account eligibility.

The evidence record

Hosted checkout, payment links and payment methods.

Official evidence

Billing and subscriptions are separately priced products.

Official evidence

Balance and payout reconciliation reports.

Official evidence

APIs, SDKs and prebuilt payment UI.

Official evidence

Documented machine-learning fraud screening through Radar.

Official evidence

Source library

Research is based on documentation, not a hands-on performance test. Report a correction.

EXPLORE THE ALTERNATIVES

Keep your options open.

Payment Processing alternatives · highest documented score first.

72–100/100 documented fit

Adyen

Payment platform for merchants coordinating methods, markets and risk operations.

Good fit forLarger merchants with an integration team and complex payment requirements.

Usage basedtransaction and method

View research

67–100/100 documented fit

PayPal

US checkout, wallet, card and recurring-payment services.

Good fit forMerchants adding PayPal and Venmo alongside card acceptance.

Usage basedtransaction by method

View research

46–100/100 documented fit

Square

Connected US payments, point of sale and service-booking tools.

Good fit forSmall operators connecting checkout and everyday business workflows.

$0.00location/month

View research