# Featureform alternatives

The highest-scoring alternative to Featureform in Feature Stores is **Amazon SageMaker Feature Store** (61/100), against Featureform's 47/100. Ranked on independent signals, not user reviews. No vendor pays for placement.

| # | Alternative | Score | Confidence | Compare |
|--:|---|--:|---|---|
| 1 | [Amazon SageMaker Feature Store](https://www.vioscale.ai/software/amazon-sagemaker-feature-store) | 61 | 62% (medium) | [Featureform vs Amazon SageMaker Feature Store](https://www.vioscale.ai/compare/amazon-sagemaker-feature-store-vs-featureform) |
| 2 | [Feast](https://www.vioscale.ai/software/feast) | 56 | 28% (low) | [Featureform vs Feast](https://www.vioscale.ai/compare/feast-vs-featureform) |
| 3 | [Feathr](https://www.vioscale.ai/software/feathr) | 52 | 35% (low) | [Featureform vs Feathr](https://www.vioscale.ai/compare/feathr-vs-featureform) |
| 4 | [Tecton](https://www.vioscale.ai/software/tecton) | 50 | 6% (low) | [Featureform vs Tecton](https://www.vioscale.ai/compare/featureform-vs-tecton) |
| 5 | [Hopsworks Feature Store](https://www.vioscale.ai/software/hopsworks-feature-store) | 43 | 26% (low) | [Featureform vs Hopsworks Feature Store](https://www.vioscale.ai/compare/featureform-vs-hopsworks-feature-store) |
| 6 | [Vertex AI Feature Store](https://www.vioscale.ai/software/vertex-ai-feature-store) | 14 | 3% (low) | [Featureform vs Vertex AI Feature Store](https://www.vioscale.ai/compare/featureform-vs-vertex-ai-feature-store) |
| 7 | [Chalk](https://www.vioscale.ai/software/chalk) | 9 | 3% (low) | [Featureform vs Chalk](https://www.vioscale.ai/compare/chalk-vs-featureform) |

Featureform itself ranks #5 of 8 in Feature Stores.

---
*Source: Vioscale (https://www.vioscale.ai/alternatives/featureform). Generated 2026-09-01T14:58:32.455Z.*