# Amazon SageMaker Feature Store vs Feast

**Leader by Vioscale score:** Amazon SageMaker Feature Store

| Attribute | Amazon SageMaker Feature Store | Feast |
|---|---|---|
| **Vioscale score** | 60.5 (62% (medium)) | 55.5 (28% (low)) |
| activity.commits_last_30d | - | 73 |
| adoption.dependent_repos | - | 140 |
| adoption.github_stars | - | 7,230 |
| deployment.options | `{"cloud":true}` | `{"cloud":true,"on_prem":true,"self_hosted":true}` |
| description.long | A unified storage system that enables organizations to manage machine learning features for both training and real-time inference. It supports separate offline storage for batch training and online storage for real-time predictions, while providing access controls, feature discovery, and synchronization across teams. | A framework that manages feature data pipelines and serves structured features to machine learning models during both training and real-time inference at scale. |
| integrations.count | 8 | 21 |
| integrations.list | `[{"name":"Apache Spark"},{"name":"Amazon S3"},{"name":"Amazon Redshift"},{"name":"AWS Lake Formation"},{"name":"Snowflake"},{"name":"Databricks Delta Lake"},{"name":"AWS CloudWatch"},{"name":"AWS Glue Data Catalog"}]` | `[{"name":"Apache Iceberg"},{"name":"Databricks"},{"name":"Snowflake"},{"name":"AWS Glue"},{"name":"AWS EMR"},{"name":"Unity Catalog"},{"name":"Hadoop"},{"name":"DynamoDB"},{"name":"Redis"},{"name":"PostgreSQL"},{"name":"MySQL"},{"name":"MongoDB"},{"name":"Milvus"},{"name":"ClickHouse"},{"name":"FAISS"},{"name":"Apache Spark"},{"name":"MLflow"},{"name":"OpenLineage"},{"name":"dbt"},{"name":"Amundsen"},{"name":"DataHub"}]` |
| language.primary | - | Python |
| license.spdx | - | Apache-2.0 |
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | `{"cli":true,"web":true}` | `{"cli":true,"web":true}` |
| pricing | `{"type":"usage","plans":[{"free":false,"name":"On-Demand","summary":"Pay per second used, no commitment required","features":["Per-second compute billing","Real-time inference","Batch transform","Feature monitoring","Data lineage"],"components":[{"per":{"qty":1,"unit":"second"},"kind":"metered","amount":0.00004,"currency":"USD"}],"description":"Pay-as-you-go pricing with no minimum fees or upfront commitments, charged per second for compute and per GB for data processing","contactSales":false},{"free":false,"name":"Savings Plans","summary":"Up to 64% discount with usage commitment","features":["Up to 64% savings versus on-demand","Flexible across instance families and regions","Automatic application to eligible usage"],"commitment":"annual","description":"Flexible usage-based pricing model with commitment to consistent usage levels, providing up to 64% cost reduction","contactSales":false}],"summary":"Usage-based pricing with per-second compute billing. Free tier includes 250 hours on ml.t3.medium for 2 months. Savings Plans available for committed usage.","currency":"USD","freeTier":true,"sourceUrl":"https://aws.amazon.com/sagemaker/ai/pricing/","retrievedAt":"2026-08-19T09:07:38.229Z","startingPrice":{"unit":"second","amount":0.00004,"currency":"USD"},"billingPeriods":["month"]}` | `{"type":"open_source","freeTier":true,"sourceUrl":"https://feast.dev","retrievedAt":"2026-08-20T16:33:03.494Z"}` |
| pricing.free_tier | yes | yes |
| pricing.model | freemium | open_source |
| pricing.price_level | low | free |
| pricing.starting_price | `{"amount":0.00004,"currency":"USD"}` | - |
| pricing.transparent | yes | - |
| release.cadence_days | - | 25 |
| release.history | - | `[{"url":"https://github.com/feast-dev/feast/releases/tag/v0.66.0","date":"2026-08-21T03:31:12Z","type":"stable","version":"v0.66.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.65.0","date":"2026-07-20T13:28:11Z","type":"stable","version":"v0.65.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.64.0","date":"2026-06-13T11:22:15Z","type":"stable","version":"v0.64.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.63.0","date":"2026-05-04T03:44:33Z","type":"stable","version":"v0.63.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.62.0","date":"2026-04-08T14:26:38Z","type":"stable","version":"v0.62.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.61.0","date":"2026-03-10T20:00:19Z","type":"stable","version":"v0.61.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.60.0","date":"2026-02-17T13:52:47Z","type":"stable","version":"v0.60.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.59.0","date":"2026-01-16T21:11:22Z","type":"stable","version":"v0.59.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.58.0","date":"2025-12-16T17:51:30Z","type":"stable","version":"v0.58.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.57.0","date":"2025-11-13T20:26:30Z","type":"stable","version":"v0.57.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.56.0","date":"2025-10-27T20:28:47Z","type":"stable","version":"v0.56.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.55.0","date":"2025-10-14T14:37:37Z","type":"stable","version":"v0.55.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.54.0","date":"2025-09-30T12:39:46Z","type":"stable","version":"v0.54.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.53.0","date":"2025-08-30T03:55:37Z","type":"stable","version":"v0.53.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.52.0","date":"2025-08-14T13:19:27Z","type":"stable","version":"v0.52.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.51.0","date":"2025-07-21T20:53:16Z","type":"stable","version":"v0.51.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.50.0","date":"2025-07-01T03:10:16Z","type":"stable","version":"v0.50.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.49.0","date":"2025-04-29T13:15:59Z","type":"stable","version":"v0.49.0"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.48.1","date":"2025-04-08T17:38:35Z","type":"stable","version":"v0.48.1"},{"url":"https://github.com/feast-dev/feast/releases/tag/v0.48.0","date":"2025-04-07T18:33:18Z","type":"stable","version":"v0.48.0"}]` |
| reliability.status_page | yes | - |
| security.fedramp | yes | - |
| security.gdpr | yes | - |
| security.hipaa | yes | - |
| security.pci | yes | - |
| security.scorecard | - | 5.7 |
| security.vulnerabilities | - | `{"count":2,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=feast&per_page=100","last_12m":1,"max_severity":"HIGH"}` |

## Capabilities (Feature Stores)

| Capability | Amazon SageMaker Feature Store | Feast |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Point in time correctness | - | - |
| Feature registry catalog | - | - |
| Streaming features | - | - |
| On demand transforms | - | - |
| Deployment model | - | - |
| Drift monitoring | - | - |
| Embeddings vector support | - | - |
| Multi cloud | - | - |
| RBAC governance | - | - |
| Lineage tracking | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T16:45:56.899Z. "-" = undocumented, not absent.*