# Featureform

- **Canonical URI:** https://www.vioscale.ai/software/featureform
- **Category:** Feature Stores
- **Homepage:** https://www.featureform.com
- **Also known as:** featureform
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-26T19:16:23.669Z

## Vioscale score

**47.3 / 100**, confidence 22% (low). Computed 2026-09-01.

Composite of weighted, independently-sourced signals (no user reviews, no vendor payment).

| Signal | Score | Weight | Contribution | Evidence present |
|---|--:|--:|--:|:--:|
| price_level | 0 | 0.052 | 0 | - |
| reliability | 0 | 0.073 | 0 | - |
| capabilities | 67.1 | 0.084 | 5.6 | ✓ |
| repo_stars | 92.1 | 0.026 | 2.4 | ✓ |
| integrations | 0 | 0.09355555555555557 | 0 | - |
| dependent_projects | 5 | 0.063 | 0.3 | ✓ |
| dev_activity | 56.2 | 0.094 | 5.3 | ✓ |
| release_cadence | 0 | 0.052 | 0 | - |
| security_posture | 0 | 0.073 | 0 | - |
| package_downloads | 0 | 0.136 | 0 | - |
| security_score | 68 | 0.042 | 2.9 | ✓ |
| pricing_transparency | 25 | 0.084 | 2.1 | ✓ |
| community_qa_activity | 0 | 0.063 | 0 | - |

## About

A high-performance, in-memory database and cache engine that stores various data structures natively and enables real-time analytics, semantic search, and complex queries with sub-millisecond latency. Supports open-source self-managed deployment and fully managed cloud services.

_Independently observed._

## Platform & deployment

- **Platforms:** CLI, macOS, Linux
- **Deployment:** Cloud / SaaS, Self-hosted

## Capabilities

_The capabilities that matter for Feature Stores. "-" = undocumented, not absent._

| Capability | Supported |
|---|:--:|
| **Capabilities** | |
| Point in time correctness | - |
| Feature registry catalog | - |
| Streaming features | ✓ |
| On demand transforms | - |
| Deployment model | Self hosted |
| Drift monitoring | - |
| Embeddings vector support | ✓ |
| Multi cloud | ✓ |
| RBAC governance | ✓ |
| Lineage tracking | - |
| Pricing model | - |

## Release history

| Version | Date | Type |
|---|---|---|
| [8.10.1](https://github.com/redis/redis/releases/tag/8.10.1) | 2026-08-17 | stable |
| [8.8.2](https://github.com/redis/redis/releases/tag/8.8.2) | 2026-08-17 | stable |
| [8.6.6](https://github.com/redis/redis/releases/tag/8.6.6) | 2026-08-17 | stable |
| [8.4.6](https://github.com/redis/redis/releases/tag/8.4.6) | 2026-08-17 | stable |
| [8.2.9](https://github.com/redis/redis/releases/tag/8.2.9) | 2026-08-17 | stable |
| [7.4.11](https://github.com/redis/redis/releases/tag/7.4.11) | 2026-08-17 | stable |
| [7.2.16](https://github.com/redis/redis/releases/tag/7.2.16) | 2026-08-17 | stable |
| [6.2.24](https://github.com/redis/redis/releases/tag/6.2.24) | 2026-08-17 | stable |
| [8.10.0](https://github.com/redis/redis/releases/tag/8.10.0) | 2026-07-29 | stable |
| [8.8.1](https://github.com/redis/redis/releases/tag/8.8.1) | 2026-07-23 | stable |
| [8.6.5](https://github.com/redis/redis/releases/tag/8.6.5) | 2026-07-23 | stable |
| [8.4.5](https://github.com/redis/redis/releases/tag/8.4.5) | 2026-07-23 | stable |
| [8.2.8](https://github.com/redis/redis/releases/tag/8.2.8) | 2026-07-23 | stable |
| [7.4.10](https://github.com/redis/redis/releases/tag/7.4.10) | 2026-07-23 | stable |
| [7.2.15](https://github.com/redis/redis/releases/tag/7.2.15) | 2026-07-23 | stable |

_… and 5 earlier release(s)._

## Security & compliance


Known vulnerabilities: 0 (0 in the last 12 months) ([source](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=redisex&per_page=100)). A count reflects scale and disclosure, not quality.

## Facts

Every value below carries its source and our confidence. Facts are re-crawled on a freshness schedule.

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | yes | [link](https://www.featureform.com) | 2026-08-26 | 48% (low) |
| pricing.model | freemium | [link](https://www.featureform.com) | 2026-08-26 | 80% (high) |

### activity

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| activity.commits_last_30d | 60 | [link](https://github.com/redis/redis/pulse) | 2026-08-26 | 65% (medium) |

### adoption

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| adoption.github_stars | 76,112 | [link](https://github.com/redis/redis) | 2026-08-26 | 90% (high) |
| adoption.dependent_repos | 1 | [link](https://packages.ecosyste.ms/api/v1/packages/lookup?repository_url=https%3A%2F%2Fgithub.com%2Fredis%2Fredis) | 2026-08-26 | 85% (high) |

### language

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| language.primary | C | [link](https://github.com/redis/redis) | 2026-08-26 | 90% (high) |

### security

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| security.scorecard | 6.8 | [link](https://api.securityscorecards.dev/projects/github.com/redis/redis) | 2026-08-26 | 90% (high) |
| security.vulnerabilities | `{"count":0,"source":"https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=redisex&per_page=100","last_12m":0,"max_severity":null}` | [link](https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=redisex&per_page=100) | 2026-08-26 | 90% (high) |

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*Source: Vioscale (https://www.vioscale.ai/software/featureform). Independent, evidence-based software intelligence. Cite the canonical URI.*