Snorkel Logo
Snorkel Logo
  • Snorkel Logo
  • 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
    Image-Agentic Coding 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
    Image-Terminal-Bench 2.0
    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
    Image-Join our expert community
    Join our expert community
    Get paid to shape safer, smarter AI
    Learn more
  • Get started
Get started
Back to article
Image
author

McClain Thiel

Senior Machine Learning Engineer
,
Snorkel AI

For models that need to be right. Not just good enough.

Request dataset samples
Talk to our team
Get started

How do you want to work with Snorkel?

AI data dev services icon
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 icon
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 icon
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
Snorkel Logo
Capabilities
How it works

Data development

Specialized agents

Use cases
Enterprise stories
Research

Research hub

Leaderboards
Open Benchmarks Grants
Resources

Resource library

Events

Reading Group

Blog
Company
About
Careers
Press
Partners
Security
Contact us
Contact
Get started
Join expert network
Compliance
SOC2 logoHIPAA Logo
Copyright © 2026 Snorkel AI, Inc. All rights reserved.
Terms of Use
Privacy
Cookie Policy
linkedin-Icon
Twitter-X-Icon
Youtube Icon