What is Snorkel AI?
Snorkel uses 'weak supervision' to help data scientists label massive datasets in hours instead of months using small sets of rules.
About
Snorkel AI is a data development company that helps AI labs and enterprises improve models with high-quality training and evaluation data. It builds expert-curated datasets and reinforcement learning environments for hard domains such as coding, science and computer use, and also develops custom AI agents for enterprise use cases. The company publishes research, open benchmarks and leaderboards that compare model performance. Snorkel grew out of a Stanford research project on programmatic data labeling, and today mainly works with frontier model developers and large organizations. It does not offer a self-serve product with a free plan or public pricing; engagements are arranged with its team.
Key facts
- Pricing
- Custom Pricing
- Category
- Data Science
- Website
- https://snorkel.ai/
- Last updated
- Nov 3, 2026
Facts checked on Oct 30, 2026
Features
- Expert-curated training and evaluation datasets
- Reinforcement learning environments for frontier models
- Custom specialized AI agents for enterprises
- Public benchmarks and leaderboards
- Research on data-centric AI
- Red-teaming and evaluation programs
Snorkel AI FAQ
What is Snorkel AI?
Snorkel uses 'weak supervision' to help data scientists label massive datasets in hours instead of months using small sets of rules.
What does Snorkel AI cost?
Snorkel AI pricing is listed as Custom Pricing.
What category is Snorkel AI in?
Snorkel AI is listed in the Data Science category.
What is the Snorkel AI website?
The Snorkel AI website is https://snorkel.ai/.
What are alternatives to Snorkel AI?
Data Science alternatives to Snorkel AI include DataRobot, Appen, Fiddler, Scale AI, Arthur and Chroma.
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