# Riskified vs Sift

| Attribute | Riskified | Sift |
|---|---|---|
| **Vioscale score** | 7.3 (15% (low)) | 8.7 (3% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A machine learning platform that analyzes customer behavior, transaction patterns, and historical fraud data to make real-time approval and decline decisions, helping ecommerce merchants reduce fraud losses while minimizing false declines that reject valid customers. | A real-time fraud prevention system that uses artificial intelligence to analyze transaction and user behavior patterns across a global data network. It helps businesses block fraudulent transactions and account compromises while maximizing legitimate approvals through a combination of automated decisions and expert review. |
| integrations.count | 5 | 1 |
| integrations.list | `[{"name":"Shopify"},{"name":"Plaid"},{"name":"VTEX"},{"name":"Commercetools"},{"name":"SAP"}]` | `[{"name":"Salesforce Commerce Cloud"}]` |
| market.availability | `{"primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"primaryMarkets":["US","GB","EU"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | `{"type":"quote","summary":"Custom pricing. Contact sales for quotation.","currency":"USD","freeTier":false,"sourceUrl":"https://riskified.com","retrievedAt":"2026-08-20T12:50:53.076Z"}` | - |
| pricing.free_tier | no | - |
| pricing.model | quote | commercial |
| pricing.price_level | unknown | - |
| pricing.transparent | no | - |
| security.gdpr | yes | yes |

## Capabilities (Fraud Detection)

| Capability | Riskified | Sift |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Transaction payment fraud scoring | - | - |
| Account takeover ato monitoring | - | - |
| Promo discount abuse detection | - | - |
| Chargeback guarantee reimbursement | - | - |
| Global merchant data network | - | - |
| Device hardware fingerprinting | - | - |
| Behavioral biometrics analysis | - | - |
| Manual review analyst dashboard | - | - |
| Shopify magento native plugins | - | - |
| SOC2 type ii | - | - |
| PCI DSS compliant | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T14:56:06.307Z. "-" = undocumented, not absent.*