Snorkel AI
Snorkel AI, Inc. · snorkel.ai · Last checked:
- Managed expert data and evaluation
- Benchmarks and leaderboards
Company status
Active.
Sources 1, 2, 3 · checked 2026-11-08
Capabilities
- Bespoke datasets, evals, and benchmark expansions targeting a model's failure surface
- Rubrics co-designed with domain experts and turned into programmatic graders; calibrated expert review
- RL environment development, provenance, and adjudication
- Public leaderboards across agent, coding, finance, and legal benchmarks; Open Benchmarks Grants
Sources 1, 2, 3 · checked 2026-11-08
Who it tends to fit
- Model builders needing custom benchmarks and graders in specialist domains
- Teams building specialized agents judged by task-specific rubrics
Sources 1, 2, 3 · checked 2026-11-08
Pricing
Contact vendor (talk to the team)
Sources 1, 2, 3 · checked 2026-11-08
Published certifications
Limitations to check
- No public pricing
- Snorkel also publishes its own benchmarks and sells training data; ask how client test sets are separated
Sources 1, 2, 3 · checked 2026-11-08
Sources
- Data development page: bespoke datasets, evals, and benchmark expansions; task specification and rubric design; RL environments; provenance and adjudicationsnorkel.ai/data-development/Checked 2026-11-08
- Homepage: expert evaluation with programmatic graders, leaderboards, Open Benchmarks Grantssnorkel.ai/Checked 2026-11-08
- Security Portal lists SOC 2 (Type II letter of understanding), HIPAA, NIST CSF, AWS Qualified Softwaresecurity.snorkel.ai/Checked 2026-11-08
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