Featureform

Open-source virtual feature store.

Feature StoreMLOpsFeatureStoresMachine

About

Open-source virtual feature store. Featureform is positioned as the virtual feature store — providing feature store abstractions on top of existing data infrastructure rather than requiring dedicated storage. The platform's distinctive approach is virtual rather than physical: teams use Featureform to define features, lineage, and serving patterns while the underlying data lives in their existing systems (Snowflake, Redshift, Databricks).

Enterprise Readiness

from cataloged data

12/100 · Emerging

Security & ComplianceNot disclosed

No compliance certifications listed

Deployment FlexibilityStrong

Flexible deployment: Cloud, Self-Hosted

Integration DepthNot disclosed

No integrations listed

Proven AdoptionNot disclosed

No published adoption signals

Company MaturityNot disclosed

Company maturity not disclosed

Composite of public compliance, deployment, integration, adoption, and company signals. “Not disclosed” reflects gaps in available data, not a vendor deficiency.

Independently sourced

Pulled directly from regulator filings and platform APIs. No vendor or editorial input.

Activity classifier

Active

last GitHub commit 87d ago

GitHub API2026-05-27

featureform

Open source product· 2.0k★· MPL-2.0· active 5mo ago

Jupyter Notebook · Go · Python · HCL

steady · +3★ (+0.2%) 30d

PyPI registry

featureform

v1.15.8· released 16mo ago

OSV vulnerability feed2026-07-20

No known advisories

Pricing snapshot2026-05-27

No public pricing

Enterprise Use Cases

Integrations

How Featureform compares

Tool	Readiness	Pricing	Deployment	Compliance
Featureform	12 · Emerging	Paid	Cloud, Self-Hosted	—
Aim	12 · Emerging	Paid	Cloud, Self-Hosted	—
Argilla	12 · Emerging	Paid	Cloud, Self-Hosted	—
Colossal-AI	12 · Emerging	Paid	Cloud, Self-Hosted	—

Peers from the same category, ranked by Enterprise Readiness. Readiness is a composite of cataloged compliance, deployment, integration, adoption, and company signals.

Frequently Asked Questions

What is Featureform used for?

Featureform is open-source virtual feature store.

Is Featureform free, and how is it priced?

Featureform is a paid product. Pricing is set by the vendor — check the official site for current plans.

How can Featureform be deployed?

Featureform supports Cloud and Self-Hosted deployment. On-premise and self-hosted options support data-residency and air-gapped requirements.

Is Featureform enterprise-ready?

Based on cataloged data, Featureform has an Enterprise Readiness score of 12/100 (Emerging tier), derived from its compliance, deployment, integration, adoption, and company-maturity signals.

Quick Facts

PricingPaid

DeploymentCloud, Self-Hosted

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