# Amazon SageMaker Feature Store

> A managed repository for storing, sharing, and reusing machine learning features across your ML lifecycle

- **Canonical URI:** https://www.vioscale.ai/software/amazon-sagemaker-feature-store
- **Category:** Feature Stores
- **Homepage:** https://aws.amazon.com/sagemaker/feature-store/
- **Also known as:** amazon-sagemaker-feature-store
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-21T12:29:49.288Z

## Vioscale score

**60.5 / 100**, confidence 62% (medium). Computed 2026-09-01.

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 80 | 0.052 | 4.2 | ✓ |
| reliability | 50 | 0.073 | 3.7 | ✓ |
| capabilities | 0 | 0.04877777777777778 | 0 | - |
| integrations | 27.4 | 0.04066666666666666 | 1.1 | ✓ |
| security_posture | 30 | 0.073 | 2.2 | ✓ |
| pricing_transparency | 100 | 0.084 | 8.4 | ✓ |

## Pricing

_As of 2026-08-19, [verify at source](https://aws.amazon.com/sagemaker/ai/pricing/). Independently observed._

from $0.00/second · Usage-based · Free tier

> 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.

| Plan | Price | Free | Commitment |
|---|---|:--:|---|
| On-Demand | Pay per second used, no commitment required | - | - |
| Savings Plans | Up to 64% discount with usage commitment | - | annual |

### On-Demand

Pay-as-you-go pricing with no minimum fees or upfront commitments, charged per second for compute and per GB for data processing

- Per-second compute billing
- Real-time inference
- Batch transform
- Feature monitoring
- Data lineage

### Savings Plans

Flexible usage-based pricing model with commitment to consistent usage levels, providing up to 64% cost reduction

- Up to 64% savings versus on-demand
- Flexible across instance families and regions
- Automatic application to eligible usage

## About

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.

_Independently observed._

## Platform & deployment

- **Platforms:** CLI, Web
- **Deployment:** Cloud / SaaS

## Integrations (8)

_Independently observed._

- Apache Spark
- Amazon S3
- Amazon Redshift
- AWS Lake Formation
- Snowflake
- Databricks Delta Lake
- AWS CloudWatch
- AWS Glue Data Catalog

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | yes | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |
| pricing.model | freemium | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |
| pricing.price_level | low | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |
| pricing.starting_price | `{"amount":0.00004,"currency":"USD"}` | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |
| pricing.transparent | yes | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 8 | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |

### market

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| market.availability | `{"hqCountry":"US","primaryMarkets":["US"],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 75% (high) |

### reliability

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| reliability.status_page | yes | [link](https://aws.amazon.com/sagemaker/ai/pricing/) | 2026-08-19 | 60% (medium) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.fedramp | yes | [link](https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp) | 2026-08-19 | 75% (high) |
| security.gdpr | yes | [link](https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp) | 2026-08-19 | 75% (high) |
| security.hipaa | yes | [link](https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp) | 2026-08-19 | 75% (high) |
| security.pci | yes | [link](https://aws.amazon.com/compliance/?nc2=h_dsc_aa_cmp) | 2026-08-19 | 75% (high) |

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*Source: Vioscale (https://www.vioscale.ai/software/amazon-sagemaker-feature-store). Independent, evidence-based software intelligence. Cite the canonical URI.*