# Algolia Recommend vs Amazon Personalize

**Leader by Vioscale score:** Amazon Personalize

| Attribute | Algolia Recommend | Amazon Personalize |
|---|---|---|
| **Vioscale score** | 22.4 (3% (low)) | 38.1 (42% (low)) |
| deployment.options | `{"cloud":true}` | `{"cloud":true}` |
| description.long | A machine learning recommendation service that processes user interaction data and automatically generates personalized product and content suggestions. The platform continuously retrains models and provides analytics to measure performance through clicks, conversions, and revenue metrics. | A fully managed service that generates adaptive recommendations using machine learning models trained on your data. Helps increase user engagement and business outcomes by delivering hyper-personalized experiences that respond to changing customer behavior. |
| integrations.count | 5 | 3 |
| integrations.list | `[{"name":"DeepL"},{"name":"Stripe"},{"name":"HubSpot"},{"name":"OpenWeather"},{"name":"PayPal"}]` | `[{"name":"OpenSearch"},{"name":"Amazon Bedrock"},{"name":"LangChain"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | `{"hqCountry":"US","primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` |
| platform.support | `{"web":true}` | `{"web":true}` |
| pricing | - | `{"type":"usage","summary":"Pay-as-you-go pricing with AWS Free Tier available. Detailed pricing structure not clearly documented on public pricing page.","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/sagemaker/pricing/?nc2=h_pr_sgm","retrievedAt":"2026-08-19T18:23:16.387Z","billingPeriods":["month"]}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | freemium |
| pricing.price_level | - | low |
| pricing.transparent | - | no |
| security.disclosure_policy | - | yes |
| security.fedramp | - | yes |
| security.gdpr | yes | yes |
| security.hipaa | - | yes |
| security.pci | - | yes |

## Capabilities (Recommendation Engines)

| Capability | Algolia Recommend | Amazon Personalize |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Realtime serving | - | - |
| Realtime ingestion | - | - |
| Cold start handling | - | - |
| Explainability | - | - |
| Built in ab testing | - | - |
| Open source | - | - |
| SOC2 | - | - |
| Multi tenant isolation | - | - |

*Source: Vioscale. Generated 2026-09-01T17:31:40.419Z. "-" = undocumented, not absent.*