Capabilities

How it works

Research-led data and environment development for the frontier's hardest problems

Learn more

Data development

Overview

Expert-curated datasets for frontier AI

Use cases

See how our data improves frontier models

Specialized agents

Overview

Custom AI systems built to unlock ROI fast

Enterprise stories

Real-world results from enterprise deployments
Research

Research

Research hub

Our latest papers and data-centric AI findings

Leaderboards

Compare model performance across benchmarks

Open Benchmarks Grants

Funding for open-source AI research

Featured BENCHMARK

Agentic Coding benchmark

A benchmark for evaluating AI models on complex, real-world coding tasks that require multi-step reasoning, tool use, and autonomous problem-solving.
Resources

Resources

Resource library

Guides, papers, and tools for data-centric AI

Events

Upcoming talks, workshops, and conferences

Reading Group

AI discussions for researchers and practitioners

Blog

News, updates, and perspectives from our team

featured BLOG

Terminal-Bench 2.0

Developed by Stanford and Laude Institute with contributions from Snorkel AI, it’s a major leap forward in evaluating AI coding agents.
Company

Company

About

Our mission, story, and values

Careers

Open roles and life at our company

Press

Media resources and announcements

Partners

Organizations we work with

Security

How we keep data safe

Contact us

Get in touch with our team

Join our expert community

Get paid to shape safer, smarter AI

Learn more
Get started

Back to all research

Sam Huang

SLMs

The latest from Sam

How we matured our ML-on-Kubernetes capabilities and saved on cloud costs

Blog

How we matured our ML-on-Kubernetes capabilities and saved on cloud costs

Snorkel Dr Bubbles Icon

Explore more from our research lab

See our research

Get started

How do you want to work with Snorkel?

AI data development services

Accelerate the development of frontier AI models with expert-curated, enterprise-grade data.

Learn how Snorkel’s Data-as-a-Service helps teams label, refine, and evaluate high-quality, domain-specific datasets for your projects.

Talk to a data researcher

Build specialized agents

Explore how Snorkel can collaborate with your product and development teams to build and deploy custom AI and agentic systems.

Solutions undergo rigorous testing based on your business criteria to ensure positive ROI, faster.

Talk to a strategist

Become an expert contributor

Join the Snorkel Expert Contributor community and help shape the future of AI with your expertise.

Contribute to groundbreaking projects, share domain-specific insights, and get rewarded for your impact.

Join now

Capabilities

Data development

Specialized agents

Enterprise stories

Research

Research hub

Open Benchmarks Grants

Resources

Resource library

Reading Group

Company

Contact

Join expert network

Compliance

Copyright © 2026 Snorkel AI, Inc. All rights reserved.