Prodigy

Input—per 1M tokens

Output—per 1M tokens

Context—tokens

WeightsClosed

About

Prodigy is ranked #10 of 23 in data labeling software on Inferse. It runs on API, Linux, macOS, Self-hosted, Web, Windows. There is no free plan. A free trial is offered.

Compared on data labeling software

Free plan: Noprodi.gy
Image annotation: Yesprodi.gy
Text annotation: Yesprodi.gy
Audio/video annotation: Yesprodi.gy
Model-assisted labeling: Yesprodi.gy
Review workflow: Yesprodi.gy
API or SDK access: Yesprodi.gy
Deployment: bothprodi.gy

Facts

Purpose: Prodigy is a downloadable developer tool for creating training and evaluation data for machine learning models.prodi.gy · 30 Sept 2026
Annotation: Its customizable browser-based app supports annotation workflows for text, images, audio, video, relations, multiple choice, and more.prodi.gy · 30 Sept 2026
Computer vision: Prodigy supports image classification, segmentation, and object detection.prodi.gy · 30 Sept 2026
Built-in workflows: Built-in recipes cover tasks including named entity recognition, text classification, dependency parsing, transcription, speaker diarization, training, and evaluation.prodi.gy · 30 Sept 2026
Active learning: Prodigy includes active learning models for named entity recognition, text classification, part-of-speech tagging, and dependency parsing.prodi.gy · 30 Sept 2026
Customization: Users can create custom workflows with Python recipes and build interfaces using HTML, CSS, and JavaScript.prodi.gy · 30 Sept 2026
Integrations: Prodigy has first-class support for spaCy, plugins for Hugging Face models, and integrations with major LLM API providers.prodi.gy · 30 Sept 2026
Data access: Data is accessible through a Python API and command-line interface and can be stored in SQLite, MySQL, or PostgreSQL or exported to JSON.prodi.gy · 30 Sept 2026
Privacy: Prodigy runs on the user's own machines, does not connect to the maker's or third-party servers, and can operate on an air-gapped machine.prodi.gy · 30 Sept 2026
Deployment: The standard Python web server can be deployed on any cloud provider or entirely on-premise.prodi.gy · 30 Sept 2026
Support: The Personal license includes community forum support; Company licenses include priority forum and email support.prodi.gy · 30 Sept 2026
Trial: The maker offers hosted virtual-machine trials to companies and organizations, and can arrange a trial license and installer for privacy-sensitive use cases; hosted trials are not offered to individuals.prodi.gy · 30 Sept 2026
Audience: Prodigy is designed as a developer tool and assumes basic familiarity with Python and the command line, while annotation tasks can be completed in its web app without programming experience.prodi.gy · 30 Sept 2026
Eligibility limit: The maker says it refuses to provide Prodigy to organizations primarily engaged in military, law enforcement, intelligence, or national security work, with regulatory agencies and tax authorities exempted.prodi.gy · 30 Sept 2026