# Prodigy

> Data annotation and labeling platform for machine learning and NLP

- **Canonical URI:** https://www.vioscale.ai/software/prodigy
- **Category:** Data Labeling
- **Homepage:** https://prodi.gy
- **Also known as:** prodigy
- **Profile claimed by vendor:** no
- **Last updated:** 2026-08-20T13:02:49.739Z

## Vioscale score

**5.6 / 100**, confidence 15% (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 | 0 | 0.04877777777777778 | 0 | - |
| integrations | 17.3 | 0.04066666666666666 | 0.7 | ✓ |
| security_posture | 0 | 0.073 | 0 | - |
| pricing_transparency | 0 | 0.084 | 0 | ✓ |

## Pricing

_As of 2026-08-20, [verify at source](https://prodi.gy). Independently observed._

Perpetual licence

> Lifetime license, pay once, use forever

## About

Prodigy is a downloadable developer tool that helps teams efficiently annotate training data and build machine learning models. It runs entirely on user infrastructure, integrates with spaCy and other Python libraries, and supports customizable automated workflows and human-in-the-loop annotation processes.

_Independently observed._

## Platform & deployment

- **Platforms:** CLI, Web
- **Deployment:** Cloud / SaaS, On-premise, Self-hosted

## Integrations (3)

_Independently observed._

- spaCy
- OpenAI
- PyTorch

## Facts

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

### integrations

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| integrations.count | 3 | [link](https://prodi.gy) | 2026-08-20 | 60% (medium) |

### pricing

| Attribute | Value | Source | Retrieved | Confidence |
|---|---|---|---|---|
| pricing.free_tier | no | [link](https://prodi.gy) | 2026-08-20 | 60% (medium) |
| pricing.model | commercial | [link](https://prodi.gy) | 2026-08-20 | 60% (medium) |
| pricing.price_level | unknown | [link](https://prodi.gy) | 2026-08-20 | 60% (medium) |
| pricing.transparent | no | [link](https://prodi.gy) | 2026-08-20 | 60% (medium) |

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