# Amazon SageMaker Feature Store alternatives

The highest-scoring alternative to Amazon SageMaker Feature Store in Feature Stores is **Feast** (56/100), against Amazon SageMaker Feature Store's 61/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [Feast](https://www.vioscale.ai/software/feast) | 56 | 28% (low) | [Amazon SageMaker Feature Store vs Feast](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-feast) |
| 2 | [Feathr](https://www.vioscale.ai/software/feathr) | 52 | 35% (low) | [Amazon SageMaker Feature Store vs Feathr](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-feathr) |
| 3 | [Tecton](https://www.vioscale.ai/software/tecton) | 50 | 6% (low) | [Amazon SageMaker Feature Store vs Tecton](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-tecton) |
| 4 | [Featureform](https://www.vioscale.ai/software/featureform) | 47 | 22% (low) | [Amazon SageMaker Feature Store vs Featureform](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-featureform) |
| 5 | [Hopsworks Feature Store](https://www.vioscale.ai/software/hopsworks-feature-store) | 43 | 26% (low) | [Amazon SageMaker Feature Store vs Hopsworks Feature Store](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-hopsworks-feature-store) |
| 6 | [Vertex AI Feature Store](https://www.vioscale.ai/software/vertex-ai-feature-store) | 14 | 3% (low) | [Amazon SageMaker Feature Store vs Vertex AI Feature Store](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-vertex-ai-feature-store) |
| 7 | [Chalk](https://www.vioscale.ai/software/chalk) | 9 | 3% (low) | [Amazon SageMaker Feature Store vs Chalk](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-chalk) |

Amazon SageMaker Feature Store itself ranks #1 of 8 in Feature Stores.

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*Source: Vioscale (https://www.vioscale.ai/alternatives/amazon-sagemaker-feature-store). Generated 2026-09-01T17:23:48.866Z.*