---
description: Review of Snorkel Software: system overview, features, price and cost information. Get free demos and compare to similar programs.
image: https://gdm-localsites-assets-gfprod.imgix.net/images/software_advice/og_logo-55146305bbe7b450bea05c18e9be9c9a.png
title: Snorkel | Reviews, Pricing & Demos - SoftwareAdvice AU
---

Breadcrumb: [Home](/) > [Artificial Intelligence (AI) Software](/directory/4360/artificial-intelligence/software) > [Snorkel](/software/514335/Snorkel-Flow)

# Snorkel

Canonical: https://www.softwareadvice.com.au/software/514335/Snorkel-Flow

> Snorkel AI is a data development platform designed to create specialized training data, benchmarks, and evaluation environments for advanced artificial intelligence models and agents in high-stakes domains. It supports AI teams, research organizations, and labs working in fields such as legal, insurance, and coding, where generic data is insufficient. Originating from the Stanford AI Lab, the platform addresses challenges such as distributional gaps, benchmark limitations, and tasks with complex correctness criteria.

The platform includes an expert review process with calibrated multi-reviewer pipelines, audit trails, and provenance tracking for each data point. It supports various data types, including expert demonstrations, reasoning traces, preference labels, and verifiable outcomes, all structured with task-specific rubrics and quality checks. Fine-tuned evaluator models and deterministic graders, developed with domain experts, ensure data quality. The platform also develops custom AI agents tested in real workflows using programmatic pass/fail criteria and creates research-grade benchmarks through collaborations with academic institutions.

Snorkel AI focuses on addressing edge cases and model failure modes through expert-defined tasks and controlled coverage across varying levels of difficulty. Its datasets, benchmarks, and environments are developed through active research in partnership with academic teams and AI labs. The platform includes published benchmarks, standardized data series with curriculum structures, and custom data development to address specific challenges.
> 
> Verdict: Rated \*\*\*\* by 0 users. Top-rated for **Overall Quality**.

-----

## About the vendor

- **Company**: Snorkel AI

## Commercial Context

- **Target Audience**: 2–10, 11–50, 51–200, 201–500
- **Deployment & Platforms**: Cloud, SaaS, Web-based
- **Supported Languages**: English
- **Available Countries**: United States

## Features

- API
- Activity Dashboard
- Machine Learning
- Natural Language Processing
- Real-Time Data
- Reporting/Analytics
- Search/Filter

## Support Options

- Email/Help Desk

## Category

- [Artificial Intelligence (AI) Software](https://www.softwareadvice.com.au/directory/4360/artificial-intelligence/software)

## Links

- [View on SoftwareAdvice](https://www.softwareadvice.com.au/software/514335/Snorkel-Flow)

## This page is available in the following languages

| Locale | URL |
| en | <https://www.softwareadvice.com/product/514335-Snorkel-Flow/> |
| en-AU | <https://www.softwareadvice.com.au/software/514335/Snorkel-Flow> |
| en-GB | <https://www.softwareadvice.co.uk/software/514335/Snorkel-Flow> |
| en-IE | <https://www.softwareadvice.ie/software/514335/Snorkel-Flow> |
| en-NZ | <https://www.softwareadvice.co.nz/software/514335/Snorkel-Flow> |

-----

## Structured Data

<script type="application/ld+json">
  {"@context":"https://schema.org","@graph":[{"name":"SoftwareAdvice Australia","address":{"@type":"PostalAddress","addressLocality":"Sydney","addressRegion":"NSW","postalCode":"2060","streetAddress":"Level 18 40 Mount Street North Sydney NSW 2060 Australia"},"description":"Software Advice helps businesses in Australia find the best software. Compare software options and learn more from our research and user reviews.","email":"info@softwareadvice.com.au","url":"https://www.softwareadvice.com.au/","logo":"https://dm-localsites-assets-prod.imgix.net/images/software_advice/logo-white-d2cfd05bdd863947d19a4d1b9567dde8.svg","@type":"Organization","@id":"https://www.softwareadvice.com.au/#organization","parentOrganization":"G2.com, Inc.","sameAs":[]},{"name":"Snorkel","description":"Snorkel AI is a data development platform designed to create specialized training data, benchmarks, and evaluation environments for advanced artificial intelligence models and agents in high-stakes domains. It supports AI teams, research organizations, and labs working in fields such as legal, insurance, and coding, where generic data is insufficient. Originating from the Stanford AI Lab, the platform addresses challenges such as distributional gaps, benchmark limitations, and tasks with complex correctness criteria.\n\nThe platform includes an expert review process with calibrated multi-reviewer pipelines, audit trails, and provenance tracking for each data point. It supports various data types, including expert demonstrations, reasoning traces, preference labels, and verifiable outcomes, all structured with task-specific rubrics and quality checks. Fine-tuned evaluator models and deterministic graders, developed with domain experts, ensure data quality. The platform also develops custom AI agents tested in real workflows using programmatic pass/fail criteria and creates research-grade benchmarks through collaborations with academic institutions.\n\nSnorkel AI focuses on addressing edge cases and model failure modes through expert-defined tasks and controlled coverage across varying levels of difficulty. Its datasets, benchmarks, and environments are developed through active research in partnership with academic teams and AI labs. The platform includes published benchmarks, standardized data series with curriculum structures, and custom data development to address specific challenges.","image":"https://gdm-catalog-fmapi-prod.imgix.net/ProductScreenshot/305276aa-2258-46fd-9912-af2595f7ec3c.png","url":"https://www.softwareadvice.com.au/software/514335/Snorkel-Flow","@type":"SoftwareApplication","@id":"https://www.softwareadvice.com.au/software/514335/Snorkel-Flow#software","applicationCategory":"BusinessApplication","publisher":{"@id":"https://www.softwareadvice.com.au/#organization"},"operatingSystem":"Cloud"},{"@type":"BreadcrumbList","itemListElement":[{"name":"Home","position":1,"item":"/","@type":"ListItem"},{"name":"Artificial Intelligence (AI) Software","position":2,"item":"/directory/4360/artificial-intelligence/software","@type":"ListItem"},{"name":"Snorkel","position":3,"item":"/software/514335/Snorkel-Flow","@type":"ListItem"}],"@id":"https://www.softwareadvice.com.au/software/514335/Snorkel-Flow#breadcrumblist"}]}
</script>