Amazon SageMaker Feature Store
A managed repository for storing, sharing, and reusing machine learning features across your ML lifecycle
- Also known as
- amazon-sagemaker-feature-store
Available worldwide · Popular in: US
What is Amazon SageMaker Feature Store?
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.
Amazon SageMaker Feature Store pricing
Plans, per-tier features and add-ons, dated and linked to live pricing. Pricing changes often; always verify at source before you rely on it.
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.
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
Platform & deployment
Independently observed- CLI
- Web
- 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
Amazon SageMaker Feature Store FAQ
Common questions about Amazon SageMaker Feature Store, answered from independent, dated evidence.
What is Amazon SageMaker Feature Store?
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. It is indexed under Feature Stores.
Is Amazon SageMaker Feature Store free?
Amazon SageMaker Feature Store offers a free tier, so you can start without paying. Paid plans start at $0.00. Prices are published openly on the vendor's own pricing page. Pricing changes often, so verify at source before relying on it.
What platforms does Amazon SageMaker Feature Store support?
Amazon SageMaker Feature Store supports the web and a command-line interface. Platforms we have not confirmed are simply not listed here rather than ruled out.
Can Amazon SageMaker Feature Store be self-hosted?
We have only confirmed a cloud / SaaS deployment for Amazon SageMaker Feature Store, so it appears to be vendor-hosted. If a self-hosted option exists we have not found it documented publicly.
What does Amazon SageMaker Feature Store integrate with?
We have confirmed 8 integrations for Amazon SageMaker Feature Store, including Apache Spark, Amazon S3, Amazon Redshift, AWS Lake Formation, Snowflake, Databricks Delta Lake, AWS CloudWatch and AWS Glue Data Catalog. This is what we could verify from public sources, so the vendor may support others we have not indexed.
What security certifications does Amazon SageMaker Feature Store have?
We have independently confirmed HIPAA and GDPR for Amazon SageMaker Feature Store. Certifications we do not list are ones we have not been able to verify from public sources, which is not the same as Amazon SageMaker Feature Store not holding them. Always confirm compliance directly before you rely on it.
Where is Amazon SageMaker Feature Store available?
Amazon SageMaker Feature Store is available worldwide. Its primary market is the United States. The vendor is headquartered in the United States.
Amazon SageMaker Feature Store alternatives
Other feature stores we track, ranked by the same independent score.
- FeastAn open source platform for managing and serving feature data to machine learning and AI applications at scalelow · 40%
- FeatureformA high-performance, in-memory database server optimized for real-time applications with support for caching, data structures, and vector searchlow · 19%
- Hopsworks Feature StoreAn integrated platform that manages the complete machine learning lifecycle with real-time feature serving capabilitieslow · 26%
- ChalkA real-time data platform providing infrastructure for AI agents and modelslow · 8%
- TectonA database that handles transactions, analytics, and artificial intelligence simultaneouslylow · 26%
- FeathrA Jekyll theme for building searchable documentation websites with extensive customizationlow · 33%
Compare Amazon SageMaker Feature Store
Side by side against other feature stores, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Amazon SageMaker Feature Store, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Pricing transparency | 100 | 0.05 | 5.4 | ✓ |
| Security posture | 30 | 0.12 | 3.7 | ✓ |
| Reliability | 50 | 0.07 | 3.4 | ✓ |
| Price level | 80 | 0.04 | 3.3 | ✓ |
| Integrations | 27 | 0.04 | 1.2 | ✓ |
| Capabilities | 0 | 0.04 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 7 items | mediumsource · 2026-09-10 · 64% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 8 | mediumsource · 2026-08-19 · 60% |
Market
| Attribute | Value | Evidence |
|---|---|---|
| Availability | HqCountry: US · PrimaryMarkets: … · AvailabilityScope: global · AvailableCountries: … · NotAvailableCountries: … | highsource · 2026-08-19 · 75% |
Pricing
Reliability
| Attribute | Value | Evidence |
|---|---|---|
| Status page | Yes | mediumsource · 2026-08-19 · 60% |
Security
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