Stripe Metric
Payments
Fraud Detection Rate = (Blocked Fraudulent Transactions / Total Fraudulent Attempts) × 100
Fraud detection rate measures the percentage of fraudulent transactions correctly identified and blocked before processing. It reflects the effectiveness of fraud prevention rules and machine learning models.
Full guide: definition, formula, and benchmarksStripePaymentsFraud Detection Rate
Fraud detection rate measures the percentage of fraudulent transactions correctly identified and blocked before processing. It reflects the effectiveness of fraud prevention rules and machine learning models.
How to calculate fraud detection rate
Why fraud detection rate matters for Stripe users
Effective fraud detection protects revenue from chargebacks and fines while maintaining customer trust. However, overly aggressive rules create false positives that block legitimate customers.
Stripe Radar users can track the balance between fraud prevention and false declines, tuning rules to maximise revenue while keeping fraud losses within acceptable bounds.
Understand and act on fraud detection rate with KPI Tree
Sync Stripe Radar data and dispute outcomes to your warehouse. Track detection rate alongside false positive rate in a KPI Tree risk management tree.
Assign fraud and risk team ownership with alerts on both rising fraud losses and increasing false decline rates to maintain the right balance.
Get started with your Stripe data
MCPPull metrics from Stripe directly through the Model Context Protocol.
Connect your existing warehouse where Stripe data already lands.
Our professional services team can build you turn-key AI foundations in a matter of weeks. Data warehouse on Snowflake/BigQuery, ELT with Fivetran, all modelled in dbt with a semantic layer.
Related Stripe metrics
Chargeback Rate
PaymentsMetric Definition
Chargeback Rate = (Chargebacks / Total Transactions) × 100
Chargeback rate is the percentage of transactions that result in a customer-initiated dispute with their card issuer. Keeping this rate below card network thresholds is essential to maintaining processing privileges.
Charge Success Rate
PaymentsMetric Definition
Charge Success Rate = (Successful Charges / Total Charge Attempts) × 100
Charge success rate is the percentage of payment attempts that are successfully authorised and captured. It encompasses card network approvals, 3D Secure completions, and gateway processing outcomes.
Dispute Resolution Rate
PaymentsMetric Definition
Dispute Resolution Rate = (Disputes Won / Total Disputes) × 100
Dispute resolution rate measures the percentage of chargebacks and disputes that are resolved in your favour after evidence submission. It reflects the effectiveness of your dispute management process.
Refund Rate
PaymentsMetric Definition
Refund Rate = (Refunded Transactions / Total Transactions) × 100
Refund rate is the percentage of transactions that are refunded, either fully or partially. It indicates customer satisfaction issues, product problems, or policy-related returns.
Explore fraud detection rate across integrations
All Stripe metrics
Average Revenue Per TransactionCharge Success RateChargeback RateCustomer Lifetime ValueDispute Resolution RateFailed Payment Recovery RateGross Payment VolumeMonthly Recurring RevenueNet RevenuePayment Method DistributionPayout Timing AnalysisRecurring vs One-Time RevenueRefund RateRevenue by CurrencyRevenue by ProductRevenue Growth RateRevenue Per CustomerSubscription Churn RateSubscription Growth RateSubscription Upgrade RateTransaction Fee AnalysisTransfer Volume AnalysisTrial Conversion RateVolume by Payment MethodCard Decline RateCohort Revenue AnalysisCustomer Acquisition CostDispute RateGross Profit MarginRepeat Customer RateEmpower your team to understand and act on Stripe data
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