Prodigy

Scriptable data annotation tool designed for efficient labeling and active learning.

Pricing: perpetual, seat
License: proprietary
Open source: No

Editorial review

Prodigy has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Tags(open-source;cloud-native): data-annotation, active-learning, nlp, machine-teaching, llmVerification pending

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): self-hostedVerified

Pricing · Licensing

Free trial(true/false): trueVerification pending
License model(proprietary;open-source;source-available;dual-license): proprietaryVerification pending
Pricing model(free;subscription;usage;seat;asset;transaction;revenue-share;perpetual;custom): perpetual, seatVerification pending
Starting price(29): 390Verified

Features · Product · Fit

Core capabilities(authoring;automation;analytics): annotation for NLP including named entity recognition, span categorization and text classification, active learning model-assisted labeling, computer vision and audio/video annotation with transcription and diarization, custom workflows scripted in Python with pluggable web app interfaces, training and evaluation built in, fully offline operation with no data leaving your serversVerification pending

Api · Integrations · Ecosystem

CLI(true/false): trueVerification pending
Enterprise SSO(SAML;OIDC): OpenID ConnectVerified

Support · Docs · Services

Support channels(email;ticket;chat;phone;community): community-forum, emailVerification pending

Audience · Use · Case

Best for(Neutral editorial summary): Data science teams building custom training and evaluation data for AI models with scriptable, self-hosted annotationVerification pending
Company-size fit(individual;SMB;mid-market;enterprise): individual, SMB, enterpriseVerification pending
Primary use cases(build;monitor;automate): information extraction, language model training, computer vision labeling, audio and video annotation, prompt engineering, custom annotation workflowsVerification pending
Skill level(beginner;intermediate;advanced;specialist): advancedVerification pending

Lifecycle · Versioning

Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerified

Vendor · Maintainer

Headquarters country(US): GermanyVerified
Vendor type(commercial;foundation;community;government;consortium;individual): commercialVerified

User reviews

Review policy

No published reviews yet.