Featureform
by Featureform · freemium · Last verified 2026-03-17
Featureform is a virtual feature store that transforms existing data infrastructure into a feature platform by defining features as code without requiring data migration. It provides a unified interface over existing data warehouses and stream processors, enabling teams to register, version, and serve features from their current stack.
https://featureform.com ↗C
C—Below Average
Adoption: CQuality: B+Freshness: B+Citations: DEngagement: F
Specifications
- License
- Mozilla Public License 2.0
- Pricing
- freemium
- Capabilities
- virtual feature layer, feature definitions as code, multi-provider support, feature versioning, training set generation, serving
- Integrations
- Snowflake, BigQuery, Redis, Spark, Kubernetes, Postgres
- Use Cases
- unified feature platform over existing infra, feature reuse across teams, experiment tracking, ML platform standardization
- API Available
- Yes
- SDK Languages
- python
- Deployment
- cloud, self-hosted, kubernetes
- Rate Limits
- Open source; enterprise support plans available
- Data Privacy
- Data stays in existing customer infrastructure
- Tags
- feature-store, mlops, virtual, open-source, transformations
- Added
- 2026-03-17
- Completeness
- 100%
Index Score
41.9Adoption
42
Quality
78
Freshness
76
Citations
38
Engagement
0